Outiref

Code source de l'URL : http://www.edx.org

<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="/_next/static/css/afed01e5a59cf782.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/dc0ebe8ea8b1a7b7.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/63827c4f45aec93f.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/667dc85a6e7b8330.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/e5fec6745b51671e.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/dce027f5ac3685ab.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/4085af90869c2090.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/01415bd734ae544b.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/b7125049fdf54480.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/9d2fe1ca5b302f8c.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/5e9f44976815350e.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/1e97b410b545a5d8.css" data-precedence="next"/><link rel="preload" as="script" fetchpriority="low" href="/_next/static/chunks/webpack-eca56ae31c5c7adf.js"/><script src="/_next/static/chunks/4bd1b696-8114277e1a0c5c1d.js" async=""></script><script src="/_next/static/chunks/31684-c747813ca79ce5e5.js" async=""></script><script src="/_next/static/chunks/main-app-53c3f9f4fa7e7bfb.js" async=""></script><script src="/_next/static/chunks/app/global-error-b9cdfd2b84c7c73b.js" async=""></script><script src="/_next/static/chunks/0e5ce63c-06e5288fb0bdde32.js" async=""></script><script src="/_next/static/chunks/c233e9bd-b7c9422fb889c5f2.js" async=""></script><script src="/_next/static/chunks/23088-5b0cccbcd59cb193.js" async=""></script><script src="/_next/static/chunks/6874-761b0feea70cad7a.js" async=""></script><script src="/_next/static/chunks/46657-5cf019d0446bf5e2.js" async=""></script><script src="/_next/static/chunks/33063-273ea9b69895ce90.js" async=""></script><script src="/_next/static/chunks/94466-1f4eaaf7e4c46361.js" async=""></script><script src="/_next/static/chunks/43145-24622db95dcd7255.js" async=""></script><script src="/_next/static/chunks/27043-24a8596c903251e2.js" async=""></script><script src="/_next/static/chunks/51051-ec2bf7ce4ea2c480.js" async=""></script><script src="/_next/static/chunks/16725-2cdf87506916b5d7.js" async=""></script><script src="/_next/static/chunks/99335-a3719fbd67b0ba4d.js" async=""></script><script src="/_next/static/chunks/8752-10b1f53c06f98eba.js" async=""></script><script src="/_next/static/chunks/68033-2b76fd3a52410bdf.js" async=""></script><script src="/_next/static/chunks/21418-c15a94fe7dde90e4.js" async=""></script><script src="/_next/static/chunks/app/%5Blocale%5D/not-found-7c8d745eebdd3486.js" async=""></script><script src="/_next/static/chunks/b8ba6eb2-3ac6594aa448865d.js" async=""></script><script src="/_next/static/chunks/a4634e51-e0ea9966714daeda.js" async=""></script><script src="/_next/static/chunks/82c1a80d-2d81d11bdb87b1c1.js" async=""></script><script src="/_next/static/chunks/10c000c1-820b48e60ecf9a58.js" async=""></script><script src="/_next/static/chunks/4cde4f2d-291cffdad68b878c.js" async=""></script><script src="/_next/static/chunks/aaea2bcf-fcf14465037c204e.js" async=""></script><script src="/_next/static/chunks/ae064d6e-6afe0db64dd9b6e6.js" async=""></script><script src="/_next/static/chunks/4a5bd2f9-617fa068d6f982b8.js" async=""></script><script src="/_next/static/chunks/6150e6b2-ce9d408431310ecd.js" async=""></script><script src="/_next/static/chunks/8cc6faea-d4a5213af5d556c9.js" async=""></script><script src="/_next/static/chunks/d648eb28-f98479d2cde4bc66.js" async=""></script><script src="/_next/static/chunks/46903-deaa1caa2853ab67.js" async=""></script><script src="/_next/static/chunks/21307-8f0e72a894fab571.js" async=""></script><script src="/_next/static/chunks/34713-06098b0b430c21c5.js" async=""></script><script src="/_next/static/chunks/22805-dd7ede69791916bc.js" async=""></script><script src="/_next/static/chunks/94285-58c8714c348a9f22.js" async=""></script><script src="/_next/static/chunks/22246-f93c11aa95a923e3.js" async=""></script><script src="/_next/static/chunks/68513-b8e83699e793f190.js" async=""></script><script src="/_next/static/chunks/38190-677a9b01912a7a81.js" async=""></script><script src="/_next/static/chunks/37767-4368d9b8b196338c.js" async=""></script><script src="/_next/static/chunks/38332-eed35b24a30ee51b.js" async=""></script><script src="/_next/static/chunks/69137-9ad666a771e6c1da.js" async=""></script><script src="/_next/static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js" async=""></script><script src="/_next/static/chunks/55593-9ee87d10e192070d.js" async=""></script><script src="/_next/static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js" async=""></script><script src="/_next/static/chunks/app/%5Blocale%5D/error-a1f60960c0184d73.js" async=""></script><link rel="preload" href="/api/auto-block?id=fa169e97-be64-4cc1-bad3-9534590f9a30" as="script"/><link rel="preload" href="https://beam.edx.org/scripttemplates/otSDKStub.js" as="script"/><meta name="next-size-adjust" content=""/><link rel="preload" as="image" href="/trademark-logos/edx-by-2u-white.svg"/><link rel="preload" as="image" href="/favicon.ico"/><link rel="preconnect" href="https://cdn.segment.com"/><link rel="preconnect" href="https://prospect-form-plugin.2u.com"/><script>(self.__next_s=self.__next_s||[]).push([0,{"data-ot-ignore":"","className":"optanon-category-C0001 ","children":"\n            !function (u,c,l) {u._UCL=l;var z=c.createElement('script');z.async=0;\n            z.src='https://sonic-ui.highereducation.com/latest/ucl.adapter.js';\n            c.head.appendChild(z);\n            }(window, document, {\n            'identity': '96713be3-cb4d-424e-866a-38c943339e31'\n            });\n          ","id":"ucl-adapter-script"}])</script><script>(self.__next_s=self.__next_s||[]).push([0,{"children":"!(function () {\n  var i = \"analytics\",\n    analytics = (window[i] = window[i] || []);\n  if (!analytics.initialize)\n    if (analytics.invoked)\n      window.console &&\n        console.error &&\n        console.error(\"Segment snippet included twice.\");\n    else {\n      analytics.invoked = !0;\n      analytics.methods = [\n        \"trackSubmit\",\n        \"trackClick\",\n        \"trackLink\",\n        \"trackForm\",\n        \"pageview\",\n        \"identify\",\n        \"reset\",\n        \"group\",\n        \"track\",\n        \"ready\",\n        \"alias\",\n        \"debug\",\n        \"page\",\n        \"screen\",\n        \"once\",\n        \"off\",\n        \"on\",\n        \"addSourceMiddleware\",\n        \"addIntegrationMiddleware\",\n        \"setAnonymousId\",\n        \"addDestinationMiddleware\",\n        \"register\",\n      ];\n      analytics.factory = function (e) {\n        return function () {\n          if (window[i].initialized)\n            return window[i][e].apply(window[i], arguments);\n          var n = Array.prototype.slice.call(arguments);\n          if (\n            [\"track\", \"screen\", \"alias\", \"group\", \"page\", \"identify\"].indexOf(\n              e\n            ) > -1\n          ) {\n            var c = document.querySelector(\"link[rel='canonical']\");\n            n.push({\n              __t: \"bpc\",\n              c: (c && c.getAttribute(\"href\")) || void 0,\n              p: location.pathname,\n              u: location.href,\n              s: location.search,\n              t: document.title,\n              r: document.referrer,\n            });\n          }\n          n.unshift(e);\n          analytics.push(n);\n          return analytics;\n        };\n      };\n      for (var n = 0; n < analytics.methods.length; n++) {\n        var key = analytics.methods[n];\n        analytics[key] = analytics.factory(key);\n      }\n      analytics.load = function (key, n) {\n        var t = document.createElement(\"script\");\n        t.type = \"text/plain\";\n        t.async = !0;\n        t.id = \"segment-analytics\";\n        t.setAttribute(\"data-global-segment-analytics-key\", i);\n        t.setAttribute(\"class\", \"optanon-category-C0002-C0004\")\n        t.src =\n          \"https://cdn.segment.com/analytics.js/v1/\" +\n          key +\n          \"/analytics.min.js\";\n        var r = document.getElementsByTagName(\"script\")[0];\n        r.parentNode.insertBefore(t, r);\n        analytics._loadOptions = n;\n      };\n      analytics._writeKey = \"lwt68hX0axsop9XVP6cbIDVPAqbleoeC\";\n      analytics.SNIPPET_VERSION = \"5.2.0\";\n      analytics.load(\"lwt68hX0axsop9XVP6cbIDVPAqbleoeC\", {user: {storage: {stores: [\"cookie\", \"localStorage\", \"memory\"]}}});\n      (function () {\n        var p = location.pathname;\n        var locale = \"en\";\n        var canonicalPath = p;\n        if (p === \"/es\" || p === \"/es/\") {\n          locale = \"es\";\n          canonicalPath = \"/\";\n        } else if (p.indexOf(\"/es/\") === 0) {\n          locale = \"es\";\n          canonicalPath = p.slice(3);\n        }\n        analytics.page({\n          canonicalPath: canonicalPath,\n          locale: locale,\n        });\n      })();\n    }\n})()","id":"script-segment"}])</script><script>
    !function(co,h,e,s,i,o,n){var d='documentElement';var a='className';h[d][a]+=' preampjs fusejs';
    n.k=e;co._Cohesion=n;co._Preamp={k:s,start:new Date};co._Fuse={k:i};co._Tagular={k:o};
    [e,s,i,o].map(function(x){co[x]=co[x]||function(){(co[x].q=co[x].q||[]).push([].slice.call(arguments))}});
    var b=function(){var u=h[d][a];h[d][a]=u.replace(/ ?preampjs| ?fusejs/g,'')};
    h.addEventListener('DOMContentLoaded',function(){co.setTimeout(b,3e3);
    co._Preamp.docReady=co._Fuse.docReady=!0});var z=h.createElement('script');
    z.async=1;z.src='https://www.edx.org/beam.js';
    z.onerror=function(){var ce='error',f='function';for(var o of co[e].q||[])o[0]===ce&&typeof o[1]==f&&o[1]();co[e]=function(n,cb){n===ce&&typeof cb==f&&cb()};b()};
    h.head.appendChild(z);}
    (window,document,'cohesion','preamp','fuse','tagular',{"domainAllowlist":["h97m1sqokqgvsbw1eiqol1oc6.js.wpenginepowered.com","www.h97m1sqokqgvsbw1eiqol1oc6.js.wpenginepowered.com","edx.org","www.edx.org"],"anonymousCookie":"ajs_anonymous_id","tagular":{"sourceKey":"src_2euJfAVNt6Z9kQz4e9t1SQBtm8x","writeKey":"wk_2euJfDkJVTtEVzsC8BPOb0g9dVj","apiHost":"https://www.edx.org/beam/v2/t","multiparty":true,"useBeacon":true,"cookieDomain":"edx.org","pageScrolledDistance":[5,15,25,35,45,55,65,75,85,95,100]},"monarch":{"sourceId":"bdac7c16-924e-4180-bb35-5b2dfff6d308","endpoint":"https://www.edx.org/beam","token":"b43382aa-9f76-406c-a628-bf96086f1c28","autoRequest":{"enabled":true,"suppressPlacements":true,"timeout":2000,"hooks":{"beforeRun":(e,t)=>{let r;for(let e of document.cookie.split("; ")){let[t,a]=e.split("=");if("dapi_random_id"===t){r=decodeURIComponent(a);break}}e.autoRequest.data.dapiRandomId=r,t()}},"data":{"application":"edx","callType":"autoRequest"}}},"consent":{"onetrust":{"enabled":true,"optIn":true},"required":true,"domain":".edx.org","cookieClassification":"C0002"},"fuse":{"enabled":false},"cookieDomain":"edx.org"});
  </script><script>(self.__next_s=self.__next_s||[]).push([0,{"children":"(function (w, d, s, l, i) {\n  w[l] = w[l] || [];\n  w[l].push({ \"gtm.start\": new Date().getTime(), event: \"gtm.js\" });\n  var f = d.getElementsByTagName(s)[0],\n    j = d.createElement(s),\n    dl = l != \"dataLayer\" ? \"&l=\" + l : \"\";\n  j.async = true;\n  j.src = \"https://www.googletagmanager.com/gtm.js?id=\" + i + dl;\n  f.parentNode.insertBefore(j, f);\n})(window, document, \"script\", \"dataLayer\", \"GTM-543ZGMK2\");\n","id":"script-gtm"}])</script><title>edX | Online Courses, Certificates &amp; Degrees from Leading Institutions</title><meta name="description" content="Find the online learning path for you, delivered by world-class institutions like Harvard, Google, Amazon, and more."/><link rel="canonical" href="https://www.edx.org"/><link rel="alternate" hreflang="en" href="https://www.edx.org"/><link rel="alternate" hreflang="es" href="https://www.edx.org/es"/><link rel="alternate" hreflang="x-default" href="https://www.edx.org"/><meta property="og:title" content="edX | Online Courses, Certificates &amp; Degrees from Leading Institutions"/><meta property="og:description" content="Find the online learning path for you, delivered by world-class institutions like Harvard, Google, Amazon, and more."/><meta property="og:url" content="https://www.edx.org"/><meta property="og:site_name" content="edX"/><meta property="og:locale" content="EN_US"/><meta name="twitter:card" content="summary"/><meta name="twitter:creator" content="@edXOnline"/><meta name="twitter:title" content="edX | Online Courses, Certificates &amp;amp; Degrees from Leading Institutions"/><meta name="twitter:description" content="Find the online learning path for you, delivered by world-class institutions like Harvard, Google, Amazon, and more."/><link rel="icon" href="/favicon.ico" type="image/x-icon" sizes="16x16"/><script>document.querySelectorAll('body link[rel="icon"], body link[rel="apple-touch-icon"]').forEach(el => document.head.appendChild(el))</script><script src="/_next/static/chunks/polyfills-42372ed130431b0a.js" nomodule=""></script></head><body class="__className_f367f3"><noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-543ZGMK2" height="0" width="0"
    style="display:none;visibility:hidden"></iframe></noscript><style id="hen-ui-theme-styles">[data-hen-ui] {
  --secondary-50: #F0F2F3;
  --secondary-100: #DADEE1;
  --secondary-200: #BFC9CA;
  --secondary-500: #4B666A;
  --secondary-600: #a33508;
  --secondary-700: #00262B;
  --secondary-800: #73290c;
  --secondary-900: #012226;
  --neutral-50: #F9F8F6;
  --neutral-100: #F3F1ED;
  --neutral-200: #E1DDD1;
  --neutral-500: #434953;
  --neutral-600: #5c5c53;
  --neutral-700: #30333A;
  --neutral-800: #1a1a17;
  --neutral-900: #1C1E21;
  --neutral-white: #ffffff;
  --neutral-black: #000000;
  --primary-50: #FCEDE7;
  --primary-100: #F9D6C7;
  --primary-200: #F5BCA4;
  --primary-500: #EB7441;
  --primary-700: #D74000;
  --primary-900: #7E2600;
  --primary-400: #EE8C62;
  --primary-300: #F1A483;
  --accent-200: #C9F5E9;
  --secondary-400: #73878A;
  --font-sans: --font-inter;
  --secondary-300: #9AA9AB;
  --font-heading: --font-gelicaregular;
  --font-body: --font-inter;
  --gray-300: #ddddd5;
  --accent-300: #B3F1E1;
  --gray-400: #b3b3aa;
  --font-family-body: --font-inter;
  --font-family-heading: Inter, sans-serif;
  --font-family-display: Inter, sans-serif;
}</style><div class="relative"><header class="contents mx-auto h-[76px] pointer-events-auto"><div class="relative z-50 hidden md:flex flex-col w-full"><div class="relative h-[76px] flex justify-between items-center border-b border-putty-400"><div class="flex items-center gap-6 flex-1 min-w-0 pl-2 sm:pl-4"><a class="min-w-12 flex-shrink-0" href="/"><img alt="edX Online Homepage" title="edX" data-ot-ignore="" loading="lazy" width="60" height="60" decoding="async" data-nimg="1" class="optanon-category-C0001" style="color:transparent" src="/trademark-logos/edx-logo-elm.svg"/></a><div class="flex items-center gap-2 flex-1 min-w-0"><button class="inline-flex items-center justify-center whitespace-nowrap rounded-md text-center font-medium transition-colors focus-visible:outline-none disabled:pointer-events-none disabled:opacity-50 bg-primary text-primary-foreground shadow hover:bg-primary-hover hover:text-primary-hover-foreground border-2 border-primary lg:h-10 px-4 text-base h-10 ml-1 flex-shrink-0 focus-visible:ring-offset-2 focus-visible:ring-2 focus-visible:ring-primary-500" id="mega-nav-button" aria-expanded="false" aria-haspopup="menu" aria-label="Learn - Open navigation menu">Learn<!-- --> <svg width="15" height="15" viewbox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 ml-2 font-bold"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button><div class="flex-1 min-w-0 max-w-full [&amp;_input]:!w-full [&amp;_input]:!min-w-0 [&amp;_form&gt;div]:!max-w-[min(100%,theme(width.72))][&amp;_form&gt;div:focus-within]:!max-w-[min(100%,504px)]"><div class="relative min-h-12"><div class="md:w-72"><div class="w-full h-12 bg-putty-100 rounded-default-md animate-pulse"></div></div></div></div></div></div><div class="flex items-center flex-shrink-0 pr-2 sm:pr-4"><a href="https://business.edx.org" class="inline-flex items-center justify-center whitespace-nowrap rounded-md text-sm text-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 text-gray-dark hover:bg-putty-light hover:text-accent-foreground h-auto py-2 px-3">edX For Business</a><div class="animate-pulse rounded-md bg-primary/10 h-10 w-32 mr-2"></div></div></div></div><div class="hidden lg:block absolute w-full z-40"><div role="alert" class="relative flex justify-center items-center text-sm py-1 pl-2 pr-10 bg-accent-blue text-accent-foreground hidden"><p class="text-center text-inherit text-sm m-0"><b>FLASH SALE: Save up to 30% before June 2</b> — <a href="https://www.edx.org/courses-and-programs-promo" class="underline text-inherit">30% off courses/programs</a> and <a href="https://www.edx.org/executive-education-promo" class="underline text-inherit">20% off executive education</a>.</p><button class="inline-flex items-center justify-center whitespace-nowrap rounded-md text-sm text-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 hover:text-accent-foreground h-auto px-4 py-2 absolute top-auto right-0 text-inherit hover:bg-transparent"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41Z" fill="currentColor"></path></svg><span class="sr-only">Close site banner.</span></button></div></div><div class="grid grid-cols-3 md:hidden relative h-[76px] justify-center items-center border-b border-putty-400"><div class="pl-4"><button class="hover:bg-primary p-2 rounded-full hover:text-white" aria-label="Navigation menu"><svg width="20" height="20" viewbox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1.5 3C1.22386 3 1 3.22386 1 3.5C1 3.77614 1.22386 4 1.5 4H13.5C13.7761 4 14 3.77614 14 3.5C14 3.22386 13.7761 3 13.5 3H1.5ZM1 7.5C1 7.22386 1.22386 7 1.5 7H13.5C13.7761 7 14 7.22386 14 7.5C14 7.77614 13.7761 8 13.5 8H1.5C1.22386 8 1 7.77614 1 7.5ZM1 11.5C1 11.2239 1.22386 11 1.5 11H13.5C13.7761 11 14 11.2239 14 11.5C14 11.7761 13.7761 12 13.5 12H1.5C1.22386 12 1 11.7761 1 11.5Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></div><div class="flex justify-items-center justify-center"><a href="/"><img alt="edX Online" title="edX Online" data-ot-ignore="" loading="lazy" width="60" height="60" decoding="async" data-nimg="1" class="optanon-category-C0001" style="color:transparent" src="/trademark-logos/edx-logo-elm.svg"/></a></div><div class="pr-4 flex justify-items-end justify-end gap-2"><button class="hover:bg-primary p-2 rounded-full hover:text-white focus:border-gray-dark" aria-label="Search courses"><svg width="24" height="24" viewbox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M10 6.5C10 8.433 8.433 10 6.5 10C4.567 10 3 8.433 3 6.5C3 4.567 4.567 3 6.5 3C8.433 3 10 4.567 10 6.5ZM9.30884 10.0159C8.53901 10.6318 7.56251 11 6.5 11C4.01472 11 2 8.98528 2 6.5C2 4.01472 4.01472 2 6.5 2C8.98528 2 11 4.01472 11 6.5C11 7.56251 10.6318 8.53901 10.0159 9.30884L12.8536 12.1464C13.0488 12.3417 13.0488 12.6583 12.8536 12.8536C12.6583 13.0488 12.3417 13.0488 12.1464 12.8536L9.30884 10.0159Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></div><div class="absolute top-full w-full z-40"><div role="alert" class="relative flex justify-center items-center text-sm py-1 pl-2 pr-10 bg-accent-blue text-accent-foreground hidden"><p class="text-center text-inherit text-sm m-0"><b>FLASH SALE: Save up to 30% before June 2</b> — <a href="https://www.edx.org/courses-and-programs-promo" class="underline text-inherit">30% off courses/programs</a> and <a href="https://www.edx.org/executive-education-promo" class="underline text-inherit">20% off executive education</a>.</p><button class="inline-flex items-center justify-center whitespace-nowrap rounded-md text-sm text-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 hover:text-accent-foreground h-auto px-4 py-2 absolute top-auto right-0 text-inherit hover:bg-transparent"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41Z" fill="currentColor"></path></svg><span class="sr-only">Close site banner.</span></button></div></div></div></header></div><div style="min-height:50px"><script type="application/ld+json">{"@context":"https://schema.org","@graph":[{"@context":"https://schema.org","@type":"Organization","@id":"https://www.edx.org#organization","name":"edX","alternateName":["edX","Online Course Provider"],"description":"Online learning Massive Open Online Course Platform offering courses from leading institutions worldwide","url":"https://www.edx.org","logo":{"@type":"ImageObject","@id":"https://www.edx.org/images/logos/edx-logo-elm.svg","name":"edX Logo","description":"Official edX logo","url":"https://www.edx.org/images/logos/edx-logo-elm.svg","width":"112","height":"112"},"sameAs":["https://www.facebook.com/edX","https://twitter.com/edXOnline","https://www.linkedin.com/company/edx","https://www.instagram.com/edxonline","https://www.youtube.com/user/edxonline"],"address":{"@type":"PostalAddress","streetAddress":"","addressLocality":"","addressRegion":"","postalCode":"","addressCountry":"US"}},[{"@context":"https://schema.org","@type":"Organization","name":"edX","url":"https://www.edx.org","logo":"https://www.edx.org/images/logos/edx-logo-elm.svg","description":"Discover thousands of offerings — from free courses to full degrees — delivered by world-class partners like Harvard, Google, Amazon and more.","sameAs":["https://www.facebook.com/edX","https://x.com/edXOnline","https://www.linkedin.com/company/edx","https://www.instagram.com/edxonline","https://www.youtube.com/user/edxonline"]},{"@context":"https://schema.org","@type":"ItemList","itemListElement":[{"@type":"ListItem","position":1,"url":"https://www.edx.org/executive-education/university-of-oxford-artificial-intelligence-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":2,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-mba-essentials","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":3,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-artificial-intelligence-implications-for-business-strategy","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":4,"url":"https://www.edx.org/executive-education/university-of-oxford-executive-leadership-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":5,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-ethics-of-ai","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":6,"url":"https://www.edx.org/executive-education/yale-university-digital-transformation-strategy","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":7,"url":"https://www.edx.org/executive-education/university-of-oxford-leading-sustainable-corporations-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":8,"url":"https://www.edx.org/executive-education/university-of-cambridge-business-sustainability-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":9,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-sustainability-environment-economy-and-society","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":10,"url":"https://www.edx.org/executive-education/university-of-cambridge-sustainable-finance","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":11,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-strategic-communications-in-society","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":12,"url":"https://www.edx.org/executive-education/university-of-cambridge-leading-sustainability-high-impact-leadership","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":13,"url":"https://www.edx.org/executive-education/yale-university-women-s-leadership-program","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":14,"url":"https://www.edx.org/executive-education/university-of-oxford-strategic-management-executive-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":15,"url":"https://www.edx.org/executive-education/yale-university-accelerated-management-program","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":16,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-digital-business-strategy-harnessing-our-digital-future","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":17,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-data-analysis-for-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":18,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-data-monetization-strategy-creating-value-through-data","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":19,"url":"https://www.edx.org/executive-education/the-economist-data-storytelling-and-visualisation-communicating-with-numbers-to-inform-persuade-and-decide","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":20,"url":"https://www.edx.org/executive-education/university-of-cape-town-data-science-with-python","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":21,"url":"https://www.edx.org/executive-education/harvard-university-higher-education-teaching-certificate","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":22,"url":"https://www.edx.org/executive-education/northwestern-university-teaching-certificate-the-science-of-social-and-emotional-learning","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":23,"url":"https://www.edx.org/executive-education/university-of-cape-town-instructional-design","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":24,"url":"https://www.edx.org/executive-education/university-of-cape-town-teaching-with-technology","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":25,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-real-estate-economics-and-finance-online-certificate-course","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":26,"url":"https://www.edx.org/executive-education/university-of-oxford-private-markets-investments-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":27,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-managerial-finance","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":28,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-commercial-real-estate-analysis-and-investment","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":29,"url":"https://www.edx.org/executive-education/harvard-university-fintech","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":30,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-blockchain-and-crypto-applications-from-decentralized-finance-to-web-3","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":31,"url":"https://www.edx.org/executive-education/sda-bocconi-school-of-management-blockchain-for-business-program","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":32,"url":"https://www.edx.org/executive-education/university-of-toronto-rotman-blockchain-and-decentralized-finance","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":33,"url":"https://www.edx.org/executive-education/stanford-university-nutrition-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":34,"url":"https://www.edx.org/executive-education/yale-university-healthcare-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":35,"url":"https://www.edx.org/executive-education/university-of-cape-town-occupational-health-and-safety","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":36,"url":"https://www.edx.org/executive-education/stanford-university-child-development-behavior-and-mental-health","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":37,"url":"https://www.edx.org/executive-education/university-of-cape-town-executive-and-management-coaching","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":38,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-digital-transformation-in-hr","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":39,"url":"https://www.edx.org/executive-education/university-of-cape-town-human-resource-hr-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":40,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-managing-people-and-teams","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":41,"url":"https://www.edx.org/executive-education/harvard-university-cybersecurity-managing-risk-in-the-information-age","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":42,"url":"https://www.edx.org/executive-education/university-of-cape-town-business-systems-analysis","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":43,"url":"https://www.edx.org/executive-education/ie-university-chief-technology-officer","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":44,"url":"https://www.edx.org/executive-education/institute-for-management-development-imd-cybersecurity-risk-and-strategy","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":45,"url":"https://www.edx.org/executive-education/yale-university-digital-marketing-a-strategic-perspective","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":46,"url":"https://www.edx.org/executive-education/university-of-oxford-digital-marketing-disruptive-strategy-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":47,"url":"https://www.edx.org/executive-education/university-of-cape-town-graphic-design","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":48,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-social-media-strategy-creating-engagement-insight-and-action","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":49,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-health-economics-and-policy","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":50,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-public-policy-analysis","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":51,"url":"https://www.edx.org/executive-education/university-of-cape-town-compliance-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":52,"url":"https://www.edx.org/executive-education/the-economist-international-relations-china-russia-the-us-and-the-future-of-geopolitics","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":53,"url":"https://www.edx.org/executive-education/uct-project-management-foundations-an-organisational-perspective-online-short-course","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":54,"url":"https://www.edx.org/executive-education/university-of-oxford-leading-strategic-projects-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":55,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-pricing-using-data-to-improve-pricing-performance","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":56,"url":"https://www.edx.org/executive-education/university-of-cape-town-operations-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":57,"url":"https://www.edx.org/boot-camps/cybersecurity/the-university-of-sydney-the-cybersecurity-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":58,"url":"https://www.edx.org/boot-camps/coding/the-university-of-sydney-the-coding-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":59,"url":"https://www.edx.org/boot-camps/coding/university-of-central-florida-coding-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":60,"url":"https://www.edx.org/boot-camps/digital-marketing/university-of-central-florida-digital-marketing-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":61,"url":"https://www.edx.org/boot-camps/cybersecurity/arizona-state-university-cybersecurity-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":62,"url":"https://www.edx.org/boot-camps/ai/university-of-utah-proed-ai-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":63,"url":"https://www.edx.org/boot-camps/data-analytics/columbia-engineering-data-analytics-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":64,"url":"https://www.edx.org/boot-camps/data-analytics/university-of-texas-at-austin-the-data-analysis-and-visualization-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":65,"url":"https://www.edx.org/boot-camps/data-analytics/northwestern-university-school-of-professional-studies-data-science-and-visualization-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":66,"url":"https://www.edx.org/boot-camps/digital-marketing/university-of-texas-at-austin-the-digital-marketing-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":67,"url":"https://www.edx.org/boot-camps/ux-ui-user-experience/uc-irvine-continuing-education-the-ux-ui-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":68,"url":"https://www.edx.org/boot-camps/ux-ui-user-experience/university-of-central-florida-ux-ui-boot-camp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":69,"url":"https://www.edx.org/masters/maryville-university-master-of-arts-in-strategic-communication-and-leadership","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":70,"url":"https://www.edx.org/masters/surrey-master-of-science-sustainable-development-in-practice","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":71,"url":"https://www.edx.org/masters/emerson-college-master-of-arts-in-marketing","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":72,"url":"https://www.edx.org/masters/maryville-university-master-of-business-administration","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":73,"url":"https://www.edx.org/masters/online-masters-in-artificial-intelligence/surrey-master-of-science-artificial-intelligence","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":74,"url":"https://www.edx.org/masters/maryville-university-master-of-science-in-artificial-intelligence","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":75,"url":"https://www.edx.org/masters/online-masters-in-data-science/sydney-online-master-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":76,"url":"https://www.edx.org/masters/maryville-university-master-of-science-in-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":77,"url":"https://www.edx.org/masters/online-masters-in-data-science/ucb-master-of-information-and-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":78,"url":"https://www.edx.org/masters/maryville-university-master-of-science-in-software-development","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":79,"url":"https://www.edx.org/masters/online-masters-in-computer-science/syracuse-master-of-science-in-computer-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":80,"url":"https://www.edx.org/masters/online-masters-in-analytics/online-masters-in-data-analytics/sydney-online-master-data-analytics","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":81,"url":"https://www.edx.org/masters/maryville-university-master-of-science-in-data-analytics","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":82,"url":"https://www.edx.org/masters/online-masters-in-analytics/online-masters-in-data-analytics/university-of-wisconsin-madison-master-of-science-business-in-data-insights-and-analytics","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":83,"url":"https://www.edx.org/masters/online-masters-in-cybersecurity/university-of-sydneys-master-of-cybersecurity","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":84,"url":"https://www.edx.org/masters/maryville-university-master-of-science-in-cybersecurity","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":85,"url":"https://www.edx.org/masters/online-masters-in-cybersecurity/ucb-master-of-information-and-cybersecurity","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":86,"url":"https://www.edx.org/masters/masters-in-information-systems-online/syracuse-master-of-science-in-information-systems","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":87,"url":"https://www.edx.org/masters/online-mlis-programs/denver-master-of-library-and-information-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":88,"url":"https://www.edx.org/masters/online-mlis-programs/syracuse-master-of-science-in-library-and-information-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":89,"url":"https://www.edx.org/masters/online-masters-in-business/surrey-master-of-science-international-business-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":90,"url":"https://www.edx.org/masters/maryville-university-master-of-arts-in-management-and-leadership","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":91,"url":"https://www.edx.org/masters/surrey-master-of-science-strategic-marketing","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":92,"url":"https://www.edx.org/masters/online-masters-in-communication/syracuse-master-of-science-in-communications","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":93,"url":"https://www.edx.org/masters/psychology/surrey-master-of-science-psychology","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":94,"url":"https://www.edx.org/masters/psychology/online-masters-in-clinical-psychology/pepperdine-master-of-arts-in-clinical-psychology","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":95,"url":"https://www.edx.org/masters/counseling/northwestern-master-of-arts-in-counseling","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":96,"url":"https://www.edx.org/masters/psychology/pepperdine-master-of-arts-in-psychology","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":97,"url":"https://www.edx.org/masters/online-msw-programs/fordham-master-of-social-work","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":98,"url":"https://www.edx.org/masters/albany-college-of-pharmacy-and-health-sciences-master-of-science-in-biomedical-sciences","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":99,"url":"https://www.edx.org/masters/maryville-university-master-of-health-administration","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":100,"url":"https://www.edx.org/masters/masters-in-public-health-online/unc-master-of-public-health","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":101,"url":"https://www.edx.org/masters/online-master-of-legal-studies/fordham-master-of-studies-in-law-in-corporate-compliance","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":102,"url":"https://www.edx.org/masters/online-master-of-legal-studies/pepperdine-master-of-legal-studies","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":103,"url":"https://www.edx.org/masters/online-llm-programs/pepperdine-master-of-laws-in-dispute-resolution","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":104,"url":"https://www.edx.org/masters/masters-in-education-online/online-masters-in-educational-leadership/hawaii-pacific-master-of-education-in-educational-leadership","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":105,"url":"https://www.edx.org/masters/counseling/online-masters-in-school-counseling/nyu-master-of-arts-in-school-counseling-and-bilingual-school-counseling","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":106,"url":"https://www.edx.org/doctorate/online-edd-programs/vanderbilt-doctor-of-education-in-leadership-and-learning-in-organizations","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":107,"url":"https://www.edx.org/masters/masters-in-education-online/online-masters-in-educational-leadership/dayton-master-of-science-in-education-in-educational-leadership","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":108,"url":"https://www.edx.org/masters/online-msn-programs/sjfc-master-of-science-in-nursing","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":109,"url":"https://www.edx.org/masters/online-msn-programs/online-fnp-programs/simmons-master-of-science-in-nursing-fnp","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":110,"url":"https://www.edx.org/doctorate/online-dnp-programs/georgetown-doctor-of-nursing-practice","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":111,"url":"https://www.edx.org/masters/online-slp-programs/nyu-master-of-science-in-communicative-sciences-and-disorders","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":112,"url":"https://www.edx.org/masters/online-slp-programs/emerson-master-of-science-in-communication-disorders","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":113,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-arts-in-psychology","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":114,"url":"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-data-science-and-business-analytics","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":115,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-cybersecurity","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":116,"url":"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-international-relations","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":117,"url":"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-accounting-and-finance","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":118,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-business-administration","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":119,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-accounting","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":120,"url":"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-business-and-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":121,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-social-work","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":122,"url":"https://www.edx.org/bachelors/bachelor-of-science-public-health","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":123,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-exercise-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":124,"url":"https://www.edx.org/bachelors/bachelor-of-arts-psychology","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":125,"url":"https://www.edx.org/certificate/maryville-university-undergraduate-certificate-in-cybersecurity","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":126,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-computer-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":127,"url":"https://www.edx.org/bachelors/bachelor-of-science-computer-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":128,"url":"https://www.edx.org/certificates/professional-certificate/wharton-strategic-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":129,"url":"https://www.edx.org/executive-education/stanford-university-positive-psychology-and-well-being-the-psychological-biological-and-social-aspects-of-happiness","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":130,"url":"https://www.edx.org/certificates/professional-certificate/harvardx-computer-science-for-cybersecurity","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":131,"url":"https://www.edx.org/certificates/professional-certificate/ibm-generative-ai-for-everyone","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":132,"url":"https://www.edx.org/certificates/professional-certificate/harvardx-computer-science-for-artifical-intelligence","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":133,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-artificial-intelligence-in-health-care","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":134,"url":"https://www.edx.org/certificates/professional-certificate/usmx-digital-marketing","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":135,"url":"https://www.edx.org/executive-education/university-of-cambridge-sustainable-marketing-media-and-creative","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":136,"url":"https://www.edx.org/certificates/professional-certificate/edinburghx-digital-marketing-fundamentals","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":137,"url":"https://www.edx.org/executive-education/university-of-cape-town-advanced-project-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":138,"url":"https://www.edx.org/certificates/professional-certificate/umd-project-management-professional-exam-prep-training-crystalizing-methods-terminology-and-techniques","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":139,"url":"https://www.edx.org/certificates/professional-certificate/idbx-results-based-project-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":140,"url":"https://www.edx.org/certificates/professional-certificate/uwashingtonx-it-project-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":141,"url":"https://www.edx.org/certificates/professional-certificate/gtx-introduction-to-object-oriented-programming-with-java","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":142,"url":"https://www.edx.org/certificates/professional-certificate/the-georgia-institute-of-technology-introduction-to-python-programming","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":143,"url":"https://www.edx.org/certificates/professional-certificate/harvardx-learning-python-for-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":144,"url":"https://www.edx.org/xseries/mitx-computational-thinking-using-python","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":145,"url":"https://www.edx.org/executive-education/university-of-oxford-executive-strategy-programme","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":146,"url":"https://www.edx.org/certificates/professional-certificate/lehigh-university-business-analytics-fundamentals-for-data-driven-decisions","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":147,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-risk-and-crisis-management","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":148,"url":"https://www.edx.org/certificates/professional-certificate/tumx-realizing-biotech-innovations-a-business-guide-for-scientists","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":149,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-machine-learning-in-business","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":150,"url":"https://www.edx.org/certificates/professional-certificate/harvardx-python-for-data-science-and-machine-learning","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":151,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-machine-learning-practical-applications","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":152,"url":"https://www.edx.org/certificates/professional-certificate/delftx-ai-skills-basic-and-advanced-techniques-in-machine-learning","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":153,"url":"https://www.edx.org/certificates/professional-certificate/harvardx-computer-science-for-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":154,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-data-science-in-real-estate","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":155,"url":"https://www.edx.org/certificates/professional-certificate/sdabocconi-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":156,"url":"https://www.edx.org/certificates/professional-certificate/ibm-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":157,"url":"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-applied-data-analysis-and-visualisation-for-business","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":158,"url":"https://www.edx.org/certificates/professional-certificate/harvardx-data-analysis-for-life-sciences","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":159,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-communicating-data-through-storytelling","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":160,"url":"https://www.edx.org/certificates/professional-certificate/ibm-data-analyst","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":161,"url":"https://www.edx.org/executive-education/massachusetts-institute-of-technology-mit-sa-p-sustainable-real-estate-analysis-and-investment","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":162,"url":"https://www.edx.org/certificates/professional-certificate/tumx-lean-six-sigma-green-belt-certification","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":163,"url":"https://www.edx.org/executive-education/university-of-cambridge-business-and-climate-change-towards-net-zero-emissions","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":164,"url":"https://www.edx.org/certificates/professional-certificate/zhawx-sustainable-corporate-financing","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":165,"url":"https://www.edx.org/certificate/maryville-university-undergraduate-certificate-in-artificial-intelligence","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":166,"url":"https://www.edx.org/learn/artificial-intelligence/harvard-university-cs50-s-introduction-to-artificial-intelligence-with-python","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":167,"url":"https://www.edx.org/certificate/maryville-university-undergraduate-certificate-in-software-development","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":168,"url":"https://www.edx.org/learn/python/the-georgia-institute-of-technology-computing-in-python-i-fundamentals-and-procedural-programming","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":169,"url":"https://www.edx.org/learn/r-programming/harvard-university-data-science-r-basics","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":170,"url":"https://www.edx.org/learn/python/the-university-of-california-san-diego-python-for-data-science","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":171,"url":"https://www.edx.org/masters/micromasters/mitx-finance","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":172,"url":"https://www.edx.org/learn/business-administration/the-georgia-institute-of-technology-data-analytics-for-business","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":173,"url":"https://www.edx.org/executive-education/university-of-toronto-healthcare-leadership","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":174,"url":"https://www.edx.org/bachelors/maryville-university-bachelor-of-arts-in-human-development-and-family-studies","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":175,"url":"https://www.edx.org/bachelors/microbachelors/harvardx-introduction-to-neuroscience","provider":{"@id":"https://www.edx.org#organization"}},{"@type":"ListItem","position":176,"url":"https://www.edx.org/learn/biology/massachusetts-institute-of-technology-introduction-to-biology-the-secret-of-life","provider":{"@id":"https://www.edx.org#organization"}}],"itemListOrder":"https://schema.org/ItemListOrderAscending"},[{"@context":"https://schema.org","@type":"WebSite","url":"https://www.edx.org","name":"Build new skills. Advance your career.","alternateName":"edX Online","datePublished":"2024-12-02T14:29:38Z","dateModified":"2026-05-29T23:05:36Z"}]],null]}</script><main id="page-id-3021"><article class="container prose md:mt-auto"><div class="relative mx-break-out py-6 sm:py-10 xl:py-32 xl:px-32 h-[600px] md:h-[400px] lg:h-[600px]"><div class="absolute inset-0 z-[-1]"><div class="animate-pulse bg-primary/10 h-full w-full rounded-none"></div></div><div class="container flex flex-col justify-between gap-10 xl:max-w-screen-2xl xl:flex-row xl:items-center"><div class="xl:basis-3/5"><div class="my-6"><div class="animate-pulse rounded-md bg-primary/10 h-12 sm:h-16 xl:h-20 w-3/4"></div></div><div class="mb-8"><div class="animate-pulse rounded-md bg-primary/10 h-8 w-full mb-4"></div><div class="animate-pulse rounded-md bg-primary/10 h-8 w-5/6"></div></div></div></div></div><div class="py-12"><div class="z-2 px-10 relative" role="region" aria-roledescription="carousel"><div class="overflow-hidden"><div class="flex -ml-4"><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div><div role="group" aria-roledescription="slide" class="min-w-0 flex-shrink-0 w-[33%] md:w-[20%] lg:w-[14.28%] basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4"></div></div></div></div><div class="text-center trust-bar-text font-bold"> </div></div><br/><div style="display:flex;justify-content:center;align-items:center;height:100vh;width:100%" class="jsx-e18ef7f3891d3032"><div style="border:4px solid rgba(0, 0, 0, 0.1);border-left-color:#3498db;border-radius:50%;width:50px;height:50px;animation:spin 1s linear infinite" class="jsx-e18ef7f3891d3032"></div></div><div style="display:flex;justify-content:center;align-items:center;height:100vh;width:100%" class="jsx-e18ef7f3891d3032"><div style="border:4px solid rgba(0, 0, 0, 0.1);border-left-color:#3498db;border-radius:50%;width:50px;height:50px;animation:spin 1s linear infinite" class="jsx-e18ef7f3891d3032"></div></div><div style="display:flex;justify-content:center;align-items:center;height:100vh;width:100%" class="jsx-e18ef7f3891d3032"><div style="border:4px solid rgba(0, 0, 0, 0.1);border-left-color:#3498db;border-radius:50%;width:50px;height:50px;animation:spin 1s linear infinite" class="jsx-e18ef7f3891d3032"></div></div><div class="fullwidth bg-putty-200"><div class="container py-8"><h2 class="elm-d1">Explore top courses</h2><div dir="ltr" data-orientation="horizontal"><div role="tablist" aria-orientation="horizontal" class="inline-flex items-center rounded py-1 text-primary w-full rounded-tl-xl rounded-tr-xl overflow-x-scroll justify-start h-auto pt-4 gap-4 lg:overflow-x-auto" tabindex="-1" data-orientation="horizontal" style="outline:none"><button type="button" role="tab" aria-selected="true" aria-controls="tab-content-artificial-intelligence" data-state="active" id="tab-trigger-artificial-intelligence" class="inline-flex items-center justify-center whitespace-nowrap p-3 ring-offset-background transition-all focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 data-[state=active]:shadow first:rounded-tl-xl last:rounded-tr-xl grow-0 rounded-xl border border-white no-underline py-1 px-2 text-primary text-xs font-normal bg-white hover:bg-primary hover:text-white data-[state=active]:bg-white data-[state=active]:border-primary data-[state=active]:text-primary data-[state=active]:hover:text-white data-[state=active]:hover:bg-primary" tabindex="-1" data-orientation="horizontal" data-radix-collection-item="">Artificial Intelligence</button><button type="button" role="tab" aria-selected="false" aria-controls="tab-content-computer-science" data-state="inactive" id="tab-trigger-computer-science" class="inline-flex items-center justify-center whitespace-nowrap p-3 ring-offset-background transition-all focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 data-[state=active]:shadow first:rounded-tl-xl last:rounded-tr-xl grow-0 rounded-xl border border-white no-underline py-1 px-2 text-primary text-xs font-normal bg-white hover:bg-primary hover:text-white data-[state=active]:bg-white data-[state=active]:border-primary data-[state=active]:text-primary data-[state=active]:hover:text-white data-[state=active]:hover:bg-primary" tabindex="-1" data-orientation="horizontal" data-radix-collection-item="">Computer Science</button><button type="button" role="tab" aria-selected="false" aria-controls="tab-content-data-science" data-state="inactive" id="tab-trigger-data-science" class="inline-flex items-center justify-center whitespace-nowrap p-3 ring-offset-background transition-all focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 data-[state=active]:shadow first:rounded-tl-xl last:rounded-tr-xl grow-0 rounded-xl border border-white no-underline py-1 px-2 text-primary text-xs font-normal bg-white hover:bg-primary hover:text-white data-[state=active]:bg-white data-[state=active]:border-primary data-[state=active]:text-primary data-[state=active]:hover:text-white data-[state=active]:hover:bg-primary" tabindex="-1" data-orientation="horizontal" data-radix-collection-item="">Data Science</button><button type="button" role="tab" aria-selected="false" aria-controls="tab-content-business" data-state="inactive" id="tab-trigger-business" class="inline-flex items-center justify-center whitespace-nowrap p-3 ring-offset-background transition-all focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 data-[state=active]:shadow first:rounded-tl-xl last:rounded-tr-xl grow-0 rounded-xl border border-white no-underline py-1 px-2 text-primary text-xs font-normal bg-white hover:bg-primary hover:text-white data-[state=active]:bg-white data-[state=active]:border-primary data-[state=active]:text-primary data-[state=active]:hover:text-white data-[state=active]:hover:bg-primary" tabindex="-1" data-orientation="horizontal" data-radix-collection-item="">Business</button><button type="button" role="tab" aria-selected="false" aria-controls="tab-content-healthcare" data-state="inactive" id="tab-trigger-healthcare" class="inline-flex items-center justify-center whitespace-nowrap p-3 ring-offset-background transition-all focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 data-[state=active]:shadow first:rounded-tl-xl last:rounded-tr-xl grow-0 rounded-xl border border-white no-underline py-1 px-2 text-primary text-xs font-normal bg-white hover:bg-primary hover:text-white data-[state=active]:bg-white data-[state=active]:border-primary data-[state=active]:text-primary data-[state=active]:hover:text-white data-[state=active]:hover:bg-primary" tabindex="-1" data-orientation="horizontal" data-radix-collection-item="">Healthcare</button></div><div data-state="active" data-orientation="horizontal" role="tabpanel" aria-labelledby="tab-trigger-artificial-intelligence" id="tab-content-artificial-intelligence" tabindex="0" class="mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 block" style="animation-duration:0s"><div class="gap-4 py-4 dynamic-grid flex-wrap undefined"></div><div class="flex justify-center"></div></div><div data-state="inactive" data-orientation="horizontal" role="tabpanel" aria-labelledby="tab-trigger-computer-science" id="tab-content-computer-science" tabindex="0" class="mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 hidden"><div class="gap-4 py-4 dynamic-grid flex-wrap undefined"></div><div class="flex justify-center"></div></div><div data-state="inactive" data-orientation="horizontal" role="tabpanel" aria-labelledby="tab-trigger-data-science" id="tab-content-data-science" tabindex="0" class="mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 hidden"><div class="gap-4 py-4 dynamic-grid flex-wrap undefined"></div><div class="flex justify-center"></div></div><div data-state="inactive" data-orientation="horizontal" role="tabpanel" aria-labelledby="tab-trigger-business" id="tab-content-business" tabindex="0" class="mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 hidden"><div class="gap-4 py-4 dynamic-grid flex-wrap undefined"></div><div class="flex justify-center"></div></div><div data-state="inactive" data-orientation="horizontal" role="tabpanel" aria-labelledby="tab-trigger-healthcare" id="tab-content-healthcare" tabindex="0" class="mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 hidden"><div class="gap-4 py-4 dynamic-grid flex-wrap undefined"></div><div class="flex justify-center"></div></div></div></div></div><div style="display:flex;justify-content:center;align-items:center;height:100vh;width:100%" class="jsx-e18ef7f3891d3032"><div style="border:4px solid rgba(0, 0, 0, 0.1);border-left-color:#3498db;border-radius:50%;width:50px;height:50px;animation:spin 1s linear infinite" class="jsx-e18ef7f3891d3032"></div></div><div class="fullwidth py-0 ImageRight_dark-gradient__KfCJp"><div class="container overflow-hidden flex items-center"><div class="py-10 max-w-[984px] lg:px-0"><h2 class="font-inter text-[44px] leading-[3rem] lg:text-5xl mb-7 text-secondary font-black italic tracking-[-0.06rem]">Empower every member of your team</h2><p><b>Discover edX Enterprise Subscriptions</b></p><p>Give your employees unlimited access to courses and certificate programs in topics like AI, sustainability, and leadership. </p></div><div class="my-0 h-full"><img alt="Two colleagues sitting around a table, collaborating on a project together." data-ot-ignore="" loading="lazy" width="788" height="0" decoding="async" data-nimg="1" class="optanon-category-C0001 hidden xl:block m-0 p-0 max-w-[700px] align-middle overflow-clip" style="color:transparent" srcset="/_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fpost3021-edx-b2b.png&amp;w=828&amp;q=75 1x, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fpost3021-edx-b2b.png&amp;w=1920&amp;q=75 2x" src="/_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fpost3021-edx-b2b.png&amp;w=1920&amp;q=75"/></div></div></div><div class="container"><div id="popular-topics" class="py-20"><div><h2 class="text-2xl text-primary mb-6">Popular topics</h2></div><div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-5 gap-4 [&amp;&gt;*:nth-child(n+9)]:hidden xl:[&amp;&gt;*:nth-child(n+9)]:block"></div></div></div><div class="fullwidth py-0 undefined"><div class="container overflow-hidden flex items-center"><div class="py-10 max-w-[984px] lg:px-0"><h2 class="font-inter text-[44px] leading-[3rem] lg:text-5xl mb-7 text-secondary font-black italic tracking-[-0.06rem]">Discover more than a classroom — join a global community.</h2><ul><li class="mb-4">Access world-class education from institutions like <a href="https://www.edx.org/school/harvardx">Harvard</a>, <a href="https://www.edx.org/school/mitx">MIT</a>, and <a href="https://www.edx.org/school/universityofcambridge">Cambridge</a>.</li><li class="mb-4">Learn from anywhere in the world with online courses, certificates, and degrees.</li><li class="mb-4">Connect with edX&#x27;s global network of ambitious learners.</li><li class="mb-4">Find a range of programs covering diverse topics for all types of students.</li><li class="mb-4">Engage with expert-led curricula via flexible, hybrid, and 100% online options.</li></ul></div><div class="my-0 h-full"><img alt="A person working on a laptop, with a list of available edX online courses open on the screen." data-ot-ignore="" loading="lazy" width="788" height="0" decoding="async" data-nimg="1" class="optanon-category-C0001 hidden xl:block m-0 p-0 max-w-[700px] align-middle overflow-clip" style="color:transparent" srcset="/_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fpost3021-edX_homepage_community_desktop_788x687.png&amp;w=828&amp;q=75 1x, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fpost3021-edX_homepage_community_desktop_788x687.png&amp;w=1920&amp;q=75 2x" src="/_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fpost3021-edX_homepage_community_desktop_788x687.png&amp;w=1920&amp;q=75"/></div></div></div><div class="relative overflow-hidden py-3        mx-break-out bg-primary"><div class="container flex flex-col items-center justify-center text-center py-10 bg-primary"><h2 class="text-white font-extrabold scroll-m-20 tracking-tight text-4xl lg:text-7xl italic font-black font-inter mt-0">Register for a free account</h2><p class="md:px-24 py-3 text-base text-center text-white">Sign up now.</p><div class="flex gap-4 undefined"></div></div></div><div class="fullwidth bg-light"><div class="container"><div class="font-roboto font-bold text-sm text-black mb-2">Popular Subjects</div></div><div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4 sm:gap-6"><div class="text-base"><div class="flex"><div class="my-4"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z" fill="currentColor"></path></svg></div></div><div class="flex flex-col"></div></div><div class="text-base"><div class="flex"><div class="my-4"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z" fill="currentColor"></path></svg></div></div><div class="flex flex-col"></div></div><div class="text-base"><div class="flex"><div class="my-4"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z" fill="currentColor"></path></svg></div></div><div class="flex flex-col"></div></div><div class="text-base"><div class="flex"><div class="my-4"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z" fill="currentColor"></path></svg></div></div><div class="flex flex-col"></div></div><div class="text-base"><div class="flex"><div class="my-4"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z" fill="currentColor"></path></svg></div></div><div class="flex flex-col"></div></div><div class="text-base"><div class="flex"><div class="my-4"><svg width="24" height="24" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z" fill="currentColor"></path></svg></div></div><div class="flex flex-col"></div></div></div></div></article></main></div><div class="bg-primary text-primary-foreground pt-16"><footer class="flex justify-between max-w-screen-xl mx-auto px-4 pb-4"><div class="flex flex-col w-full"><div class="flex flex-wrap justify-between mb-6 w-full"><a class="mb-6" href="/"><img alt="edX homepage" title="edX homepage" data-ot-ignore="" loading="lazy" width="127" height="67" decoding="async" data-nimg="1" class="optanon-category-C0001" style="color:transparent" src="/trademark-logos/edx-by-2u-white.svg"/></a><div><div class="mb-4 justify-center flex flex-row"><div class="mx-2 flex flex-col"><a href="https://www.facebook.com/edx/" target="_blank" role="button" aria-label="Visit our Facebook page"><div class="flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full"><svg width="32" height="32" viewbox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M14 13.5h2.5l1-4H14v-2c0-1.03 0-2 2-2h1.5V2.14c-.326-.043-1.557-.14-2.857-.14C11.928 2 10 3.657 10 6.7v2.8H7v4h3V22h4v-8.5z" fill="currentColor"></path></svg></div></a></div><div class="mx-2 flex flex-col"><a href="https://x.com/edXOnline" target="_blank" role="button" aria-label="Visit our X page"><div class="flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full"><svg width="48" height="48" viewbox="0 0 48 48" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M21.2144 25.4036L12.2784 35.5671H14.3952L22.1576 26.7441L28.3528 35.5671H35.5L26.1296 22.2239L35.5 11.5671H33.3832L25.1912 20.8866L18.6472 11.5671H11.5M32.6192 34.0052H29.3672L14.3968 13.0523H17.6496" fill="currentColor"></path></svg></div></a></div><div class="mx-2 flex flex-col"><a href="https://www.linkedin.com/school/edx/" target="_blank" role="button" aria-label="Visit our LinkedIn page"><div class="flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full"><svg width="20" height="20" viewbox="0 0 20 20" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M19.959 11.719v7.379h-4.278v-6.885c0-1.73-.619-2.91-2.167-2.91-1.182 0-1.886.796-2.195 1.565-.113.275-.142.658-.142 1.043v7.187h-4.28s.058-11.66 0-12.869h4.28v1.824l-.028.042h.028v-.042c.568-.875 1.583-2.126 3.856-2.126 2.815 0 4.926 1.84 4.926 5.792zM2.421.026C.958.026 0 .986 0 2.249c0 1.235.93 2.224 2.365 2.224h.028c1.493 0 2.42-.989 2.42-2.224C4.787.986 3.887.026 2.422.026zM.254 19.098h4.278V6.229H.254v12.869z" fill="currentColor"></path></svg></div></a></div><div class="mx-2 flex flex-col"><a href="https://www.reddit.com/r/edX/" target="_blank" role="button" aria-label="Visit our Reddit page"><div class="flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full"><svg width="40" height="40" viewbox="-2 -2 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" role="img" focusable="false" aria-hidden="true"><path d="M18 10.1c0-1-.8-1.8-1.8-1.7-.4 0-.9.2-1.2.5-1.4-.9-3-1.5-4.7-1.5l.8-3.8 2.6.6c0 .7.6 1.2 1.3 1.2.7 0 1.2-.6 1.2-1.3 0-.7-.6-1.2-1.3-1.2-.5 0-.9.3-1.1.7L11 2.9h-.2c-.1 0-.1.1-.1.2l-1 4.3C8 7.4 6.4 7.9 5 8.9c-.7-.7-1.8-.7-2.5 0s-.7 1.8 0 2.5c.1.1.3.3.5.3v.5c0 2.7 3.1 4.9 7 4.9s7-2.2 7-4.9v-.5c.6-.3 1-.9 1-1.6zM6 11.4c0-.7.6-1.2 1.2-1.2.7 0 1.2.6 1.2 1.2s-.6 1.2-1.2 1.2c-.7 0-1.2-.5-1.2-1.2zm7 3.3c-.9.6-1.9 1-3 .9-1.1 0-2.1-.3-3-.9-.1-.1-.1-.3 0-.5.1-.1.3-.1.4 0 .7.5 1.6.8 2.5.7.9.1 1.8-.2 2.5-.7.1-.1.3-.1.5 0s.2.3.1.5zm-.3-2.1c-.7 0-1.2-.6-1.2-1.2s.6-1.2 1.2-1.2c.7 0 1.2.6 1.2 1.2.1.7-.5 1.2-1.2 1.2z" fill="currentColor"></path></svg></div></a></div></div></div></div><div class="my-6"><div class="flex flex-wrap md:flex-nowrap justify-between"><div class="mr-12 mb-6 grow"><span class="uppercase font-roboto text-[1rem] font-normal text-left pb-6">Browse Courses</span><ul class="my-6 list-none"><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/artificial-intelligence">Learn AI</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/chatgpt">Learn ChatGPT</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/spanish">Learn Spanish</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/python">Learn Python</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/excel">Learn Excel</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/software-engineering">Learn Software Engineering</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/blockchain">Learn Blockchain</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/computer-programming">Learn Computer Programming</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/economics">Learn Economics</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/architecture">Learn Architecture</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/project-management">Learn Project Management</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/learn/business-administration">Learn Business Administration</a></li></ul><div class="flex flex-col text-[1rem]"><a href="https://www.edx.org/learn" class="hover:underline text-[1rem] text-white hover:text-white">see more Courses</a></div></div><div class="mr-12 mb-6 grow"><span class="uppercase font-roboto text-[1rem] font-normal text-left pb-6">Step-by-step guides</span><ul class="my-6 list-none"><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/become/how-to-become-a-cybersecurity-analyst">Become a Cybersecurity Analyst</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/become/how-to-become-a-data-scientist">Become a Data Scientist</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/become/how-to-become-a-social-media-manager">Become a Social Media Manager</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/become/how-to-become-a-software-developer">Become a Software Developer</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/become/how-to-become-a-software-engineer">Become a Software Engineer</a></li></ul><div class="flex flex-col text-[1rem]"><a href="https://www.edx.org/become" class="hover:underline text-[1rem] text-white hover:text-white">see more Guides</a></div></div><div class="mr-12 mb-6 grow"><span class="uppercase font-roboto text-[1rem] font-normal text-left pb-6">Complete your bachelor&#x27;s online</span><ul class="my-6 list-none"><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/business">Bachelor&#x27;s in Business</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/computer-data-sciences">Bachelor&#x27;s in Computer Science / Data Science</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/health-social-services">Bachelor&#x27;s in Health and Nursing</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/online-accounting-bachelor-degree">Bachelor&#x27;s in Accounting</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/online-bachelors-degree-finance">Bachelor&#x27;s in Finance</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/psychology">Bachelor&#x27;s in Psychology</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/bachelors-in-public-health-online">Bachelor&#x27;s in Public Health</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/bachelors/social-work-bsw">Bachelor&#x27;s in Social Work</a></li></ul><div class="flex flex-col text-[1rem]"><a href="https://www.edx.org/bachelors" class="hover:underline text-[1rem] text-white hover:text-white">see more Undergraduate Degrees</a></div></div><div class="mr-12 mb-6 grow"><span class="uppercase font-roboto text-[1rem] font-normal text-left pb-6">Earn your online graduate degree</span><ul class="my-6 list-none"><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-mba">Master&#x27;s in Business Administration</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/masters-in-public-health-online">Master&#x27;s in Public Health</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-msw-programs">Master&#x27;s in Social Work</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-msn-programs">Master&#x27;s in Nursing</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-masters-in-data-science">Master&#x27;s in Data Science</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-masters-in-engineering">Master&#x27;s in Engineering</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-slp-programs">Master&#x27;s in Speech Pathology</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/counseling">Master&#x27;s in Counseling</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/healthcare">Master&#x27;s in Healthcare</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/masters-in-education-online">Master&#x27;s in Education</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-masters-in-artificial-intelligence">Master&#x27;s in AI</a></li><li class="mb-2 hover:underline text-[1rem]"><a class="text-white hover:text-white" href="https://www.edx.org/masters/online-masters-in-computer-science">Master&#x27;s in Computer Science</a></li></ul><div class="flex flex-col text-[1rem]"><a href="https://www.edx.org/masters" class="hover:underline text-[1rem] text-white hover:text-white">see more Graduate Degrees</a><a href="https://www.edx.org/doctorate" class="hover:underline text-[1rem] text-white hover:text-white">see more Doctorate Degrees</a></div></div></div><div class="my-4 border-t-[1px] border-solid border-primary-foreground"></div></div><div class="flex flex-wrap justify-between"><div class="mr-12 mb-6"><span class="text-base text-left pb-6 mt-0 font-bold">edx</span><ul class="my-6 list-none"><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://business.edx.org/partner?_gl=1*4owngl*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..">Partner With Us</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/about-us">About</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://business.edx.org/?_gl=1*z6vab9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..">edX For Business</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/affiliate-program">Affiliates</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://open.edx.org/?_gl=1*z6vab9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..">Open edX</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/advisory-groups">2U Advisory Council</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/careers">Careers</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://press.edx.org/?_gl=1*ldiou9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..">News</a></li></ul></div><div class="mr-12 mb-6"><span class="text-base text-left pb-6 mt-0 font-bold">Connect</span><ul class="my-6 list-none"><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/resources">Idea Hub</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://courses.edx.org/support/contact_us?_gl=1*9roxgx*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..">Contact Us</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://support.edx.org/?_gl=1*9roxgx*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..">Help Center</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/policy/security">Security</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/media-kit">Media Kit</a></li></ul></div><div class="mb-6 grow"><span class="text-base text-left pb-6 mt-0 font-bold">Legal</span><ul class="my-6 list-none"><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/edx-terms-service">Terms of Service &amp; Honor Code</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/edx-privacy-policy">Privacy Policy</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/edx-privacy-policy/cookies">Cookie Policy</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/accessibility">Accessibility Policy</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/trademarks">Trademark Policy</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/modern-slavery-statement">Modern Slavery Statement</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/sitemap">Sitemap</a></li><li class="mb-2 hover:underline text-base"><a class="text-white hover:text-white" href="https://www.edx.org/#">Your Privacy Choices</a></li></ul></div><div class="mb-6 flex"><div class="min-w-64"><label for="languageSelector" class="text-base text-left mb-2 mt-0">Choose your language</label><div class="mt-4 flex items-center"><select id="languageSelector" class="text-secondary bg-white text-base border border-gray rounded py-2 px-4 mr-2 w-full focus:border-primary"><option value="en" selected="">English</option><option value="es">Spanish</option></select><button class="inline-flex items-center justify-center whitespace-nowrap rounded-md text-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 bg-primary text-primary-foreground shadow hover:bg-primary-hover hover:text-primary-hover-foreground h-auto lg:h-10 px-4 text-base border-2 border-primary-foreground">Apply</button></div></div></div></div><div class="flex flex-wrap-reverse justify-between"><p class="text-primary-foreground text-[1rem]">© <!-- -->2026<!-- --> edX LLC. All rights reserved.<br/><span>| 深圳市恒宇博科技有限公司</span></p><div class="flex gap-1"><a href="https://itunes.apple.com/us/app/edx/id945480667?mt=8&amp;external_link=true" target="_blank" rel="noopener noreferrer"><img alt="Download on the App Store" title="Download on the App Store" data-ot-ignore="" loading="lazy" width="120" height="40" decoding="async" data-nimg="1" class="optanon-category-C0001" style="color:transparent" srcset="/_next/image?url=%2Fimages%2Fapple-store-badge-en.png&amp;w=128&amp;q=75 1x, /_next/image?url=%2Fimages%2Fapple-store-badge-en.png&amp;w=256&amp;q=75 2x" src="/_next/image?url=%2Fimages%2Fapple-store-badge-en.png&amp;w=256&amp;q=75"/></a><a href="https://play.google.com/store/apps/details?id=org.edx.mobile&amp;external_link=true" target="_blank" rel="noopener noreferrer"><img alt="Get it on Google Play" title="Get it on Google Play" data-ot-ignore="" loading="lazy" width="135" height="40" decoding="async" data-nimg="1" class="optanon-category-C0001" style="color:transparent" srcset="/_next/image?url=%2Fimages%2Fgoogle-play-badge-en.png&amp;w=256&amp;q=75 1x, /_next/image?url=%2Fimages%2Fgoogle-play-badge-en.png&amp;w=384&amp;q=75 2x" src="/_next/image?url=%2Fimages%2Fgoogle-play-badge-en.png&amp;w=384&amp;q=75"/></a></div></div></div></footer></div><!--$--><!--/$--><!--$--><!--/$--><script>(self.__next_s=self.__next_s||[]).push([0,{"children":"window.NREUM||(NREUM={});NREUM.info = {\"agent\":\"\",\"beacon\":\"bam.nr-data.net\",\"errorBeacon\":\"bam.nr-data.net\",\"licenseKey\":\"NRBR-446e0822169cc62f155\",\"applicationID\":\"574099970\",\"agentToken\":null,\"applicationTime\":5.33535,\"transactionName\":\"ZwNVMRNUC0QHVEMICl5JYAADcxdWC1JADhdbM0UMTnsATxJdRE4idTIYSjpZClQHW1I8Sms9GUtPRQRDDmpq\",\"queueTime\":0,\"ttGuid\":\"00969e5f1c6c03db\"}; (window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"594494951\",accountID:\"44163\",trustKey:\"78034\",xpid:\"UAIGV1VADQQEVFhbDgYH\",licenseKey:\"NRBR-446e0822169cc62f155\",applicationID:\"574099970\",browserID:\"594494951\"};;/*! For license information please see nr-loader-spa-1.315.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-data.net\"};function c(){return n.gm.NREUM||(n.gm.NREUM={}),void 0===n.gm.newrelic&&(n.gm.newrelic=n.gm.NREUM),n.gm.NREUM}function d(){let e=c();return e.o||(e.o={ST:n.gm.setTimeout,SI:n.gm.setImmediate||n.gm.setInterval,CT:n.gm.clearTimeout,XHR:n.gm.XMLHttpRequest,REQ:n.gm.Request,EV:n.gm.Event,PR:n.gm.Promise,MO:n.gm.MutationObserver,FETCH:n.gm.fetch,WS:n.gm.WebSocket},(0,o.i)(...Object.values(e.o))),e}function u(e,t){let r=c();r.initializedAgents??={},t.initializedAt={ms:(0,i.t)(),date:new Date},r.initializedAgents[e]=t,2===Object.keys(r.initializedAgents).length&&(0,s.R)(69)}function l(){return function(){let e=c();const t=e.info||{};e.info={beacon:a.beacon,errorBeacon:a.errorBeacon,...t}}(),function(){let e=c();const t=e.init||{};e.init={...t}}(),d(),function(){let e=c();const t=e.loader_config||{};e.loader_config={...t}}(),c()}},782:(e,t,r)=>{\"use strict\";r.d(t,{T:()=>n});const n=r(860).K7.pageViewTiming},860:(e,t,r)=>{\"use strict\";r.d(t,{$J:()=>u,K7:()=>c,P3:()=>d,XX:()=>i,Yy:()=>a,df:()=>s,qY:()=>n,v4:()=>o});const n=\"events\",i=\"jserrors\",s=\"browser/blobs\",o=\"rum\",a=\"browser/logs\",c={ajax:\"ajax\",genericEvents:\"generic_events\",jserrors:i,logging:\"logging\",metrics:\"metrics\",pageAction:\"page_action\",pageViewEvent:\"page_view_event\",pageViewTiming:\"page_view_timing\",sessionReplay:\"session_replay\",sessionTrace:\"session_trace\",softNav:\"soft_navigations\"},d={[c.pageViewEvent]:1,[c.pageViewTiming]:2,[c.metrics]:3,[c.jserrors]:4,[c.softNav]:5,[c.ajax]:6,[c.sessionTrace]:7,[c.sessionReplay]:8,[c.logging]:9,[c.genericEvents]:10},u={[c.pageViewEvent]:o,[c.pageViewTiming]:n,[c.ajax]:n,[c.softNav]:n,[c.metrics]:i,[c.jserrors]:i,[c.sessionTrace]:s,[c.sessionReplay]:s,[c.logging]:a,[c.genericEvents]:\"ins\"}},944:(e,t,r)=>{\"use strict\";r.d(t,{R:()=>i});var n=r(3241);function i(e,t){\"function\"==typeof console.debug&&(console.debug(\"New Relic Warning: https://github.com/newrelic/newrelic-browser-agent/blob/main/docs/warning-codes.md#\".concat(e),t),(0,n.W)({drained:null,type:\"data\",name:\"warn\",feature:\"warn\",data:{code:e,secondary:t}}))}},993:(e,t,r)=>{\"use strict\";r.d(t,{A$:()=>s,ET:()=>o,TZ:()=>a,p_:()=>i});var n=r(860);const i={ERROR:\"ERROR\",WARN:\"WARN\",INFO:\"INFO\",DEBUG:\"DEBUG\",TRACE:\"TRACE\"},s={OFF:0,ERROR:1,WARN:2,INFO:3,DEBUG:4,TRACE:5},o=\"log\",a=n.K7.logging},1687:(e,t,r)=>{\"use strict\";r.d(t,{Ak:()=>a,Ze:()=>d,x3:()=>c});var n=r(3241),i=r(3606),s=r(860),o=r(2646);function a(e,t){if(!e)return;const r={staged:!1,priority:s.P3[t]||0};e.runtime.drainRegistry.get(t)||e.runtime.drainRegistry.set(t,r)}function c(e,t){if(!e)return;const r=e.runtime.drainRegistry;r&&(r.get(t)&&r.delete(t),l(e,t,!1),r.size&&u(e))}function d(e,t=\"feature\",r=!1){if(e){if(!e.runtime.drainRegistry.get(t)||r)return l(e,t);e.runtime.drainRegistry.get(t).staged=!0,u(e)}}function u(e){if(!e)return;const t=Array.from(e.runtime.drainRegistry);t.every(([e,t])=>t.staged)&&(t.sort((e,t)=>e[1].priority-t[1].priority),t.forEach(([t])=>{e.runtime.drainRegistry.delete(t),l(e,t)}))}function l(e,t,r=!0){if(!e)return;const s=e.ee,a=i.i.handlers;if(s&&!s.aborted&&s.backlog&&a){if((0,n.W)({type:\"lifecycle\",name:\"drain\",feature:t}),r){const e=s.backlog[t],r=a[t];if(r){for(let t=0;e&&t<e.length;++t)f(e[t],r);Object.entries(r).forEach(([e,t])=>{Object.values(t||{}).forEach(t=>{t[0]?.on&&t[0].context()instanceof o.y&&!t[0].listeners(e).includes(t[1])&&t[0].on(e,t[1])})})}}s.isolatedBacklog||delete a[t],s.backlog[t]=null,s.emit(\"drain-\"+t,[])}}function f(e,t){var r=e[1];Object.values(t[r]||{}).forEach(t=>{var r=e[0];if(t[0]===r){var n=t[1],i=e[3],s=e[2];n.apply(i,s)}})}},1738:(e,t,r)=>{\"use strict\";r.d(t,{U:()=>f,Y:()=>l});var n=r(3241),i=r(9908),s=r(1863),o=r(944),a=r(3969),c=r(8362),d=r(860),u=r(4261);function l(e,t,r,s){const l=s||r;!l||l[e]&&l[e]!==c.d.prototype[e]||(l[e]=function(){(0,i.p)(a.xV,[\"API/\"+e+\"/called\"],void 0,d.K7.metrics,r.ee),(0,n.W)({drained:!!r.runtime?.activatedFeatures,type:\"data\",name:\"api\",feature:u.Pl+e,data:{}});try{return t.apply(this,arguments)}catch(e){(0,o.R)(23,e)}})}function f(e,t,r,n,o){const a=e.info;null===r?delete a.jsAttributes[t]:a.jsAttributes[t]=r,(o||null===r)&&(0,i.p)(u.Pl+n,[(0,s.t)(),t,r],void 0,\"session\",e.ee)}},1741:(e,t,r)=>{\"use strict\";r.d(t,{W:()=>s});var n=r(944),i=r(4261);class s{#e(e,...t){if(this[e]!==s.prototype[e])return this[e](...t);(0,n.R)(35,e)}addPageAction(e,t){return this.#e(i.hG,e,t)}register(e){return this.#e(i.eY,e)}recordCustomEvent(e,t){return this.#e(i.fF,e,t)}setPageViewName(e,t){return this.#e(i.Fw,e,t)}setCustomAttribute(e,t,r){return this.#e(i.cD,e,t,r)}noticeError(e,t){return this.#e(i.o5,e,t)}setUserId(e,t=!1){return this.#e(i.Dl,e,t)}setApplicationVersion(e){return this.#e(i.nb,e)}setErrorHandler(e){return this.#e(i.bt,e)}addRelease(e,t){return this.#e(i.k6,e,t)}log(e,t){return this.#e(i.$9,e,t)}start(){return this.#e(i.d3)}finished(e){return this.#e(i.BL,e)}recordReplay(){return this.#e(i.CH)}pauseReplay(){return this.#e(i.Tb)}addToTrace(e){return this.#e(i.U2,e)}setCurrentRouteName(e){return this.#e(i.PA,e)}interaction(e){return this.#e(i.dT,e)}wrapLogger(e,t,r){return this.#e(i.Wb,e,t,r)}measure(e,t){return this.#e(i.V1,e,t)}consent(e){return this.#e(i.Pv,e)}}},1863:(e,t,r)=>{\"use strict\";function n(){return Math.floor(performance.now())}r.d(t,{t:()=>n})},1910:(e,t,r)=>{\"use strict\";r.d(t,{i:()=>s});var n=r(944);const i=new Map;function s(...e){return e.every(e=>{if(i.has(e))return i.get(e);const t=\"function\"==typeof e?e.toString():\"\",r=t.includes(\"[native code]\"),s=t.includes(\"nrWrapper\");return r||s||(0,n.R)(64,e?.name||t),i.set(e,r),r})}},2555:(e,t,r)=>{\"use strict\";r.d(t,{D:()=>a,f:()=>o});var n=r(384),i=r(8122);const s={beacon:n.NT.beacon,errorBeacon:n.NT.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0};function o(e){try{return!!e.licenseKey&&!!e.errorBeacon&&!!e.applicationID}catch(e){return!1}}const a=e=>(0,i.a)(e,s)},2614:(e,t,r)=>{\"use strict\";r.d(t,{BB:()=>o,H3:()=>n,g:()=>d,iL:()=>c,tS:()=>a,uh:()=>i,wk:()=>s});const n=\"NRBA\",i=\"SESSION\",s=144e5,o=18e5,a={STARTED:\"session-started\",PAUSE:\"session-pause\",RESET:\"session-reset\",RESUME:\"session-resume\",UPDATE:\"session-update\"},c={SAME_TAB:\"same-tab\",CROSS_TAB:\"cross-tab\"},d={OFF:0,FULL:1,ERROR:2}},2646:(e,t,r)=>{\"use strict\";r.d(t,{y:()=>n});class n{constructor(e){this.contextId=e}}},2843:(e,t,r)=>{\"use strict\";r.d(t,{G:()=>s,u:()=>i});var n=r(3878);function i(e,t=!1,r,i){(0,n.DD)(\"visibilitychange\",function(){if(t)return void(\"hidden\"===document.visibilityState&&e());e(document.visibilityState)},r,i)}function s(e,t,r){(0,n.sp)(\"pagehide\",e,t,r)}},3241:(e,t,r)=>{\"use strict\";r.d(t,{W:()=>s});var n=r(6154);const i=\"newrelic\";function s(e={}){try{n.gm.dispatchEvent(new CustomEvent(i,{detail:e}))}catch(e){}}},3304:(e,t,r)=>{\"use strict\";r.d(t,{A:()=>s});var n=r(7836);const i=()=>{const e=new WeakSet;return(t,r)=>{if(\"object\"==typeof r&&null!==r){if(e.has(r))return;e.add(r)}return r}};function s(e){try{return JSON.stringify(e,i())??\"\"}catch(e){try{n.ee.emit(\"internal-error\",[e])}catch(e){}return\"\"}}},3333:(e,t,r)=>{\"use strict\";r.d(t,{$v:()=>u,TZ:()=>n,Xh:()=>c,Zp:()=>i,kd:()=>d,mq:()=>a,nf:()=>o,qN:()=>s});const n=r(860).K7.genericEvents,i=[\"auxclick\",\"click\",\"copy\",\"keydown\",\"paste\",\"scrollend\"],s=[\"focus\",\"blur\"],o=4,a=1e3,c=2e3,d=[\"PageAction\",\"UserAction\",\"BrowserPerformance\"],u={RESOURCES:\"experimental.resources\",REGISTER:\"register\"}},3434:(e,t,r)=>{\"use strict\";r.d(t,{Jt:()=>o,YM:()=>u});var n=r(7836),i=r(5607),s=r(5732);const o=\"nr@original:\".concat(i.W),a=50;var c=Object.prototype.hasOwnProperty,d=!1;function u(e,t,r){return e||(e=n.ee),i.inPlace=function(e,t,r,n,s,o){r||(r=\"\");const a=\"-\"===r.charAt(0);for(let c=0;c<t.length;c++){const d=t[c],u=e[d];f(u)||(e[d]=i(u,a?d+r:r,n,d,s,o))}},i.flag=o,i;function i(t,n,i,d,h,p){return f(t)?t:(n||(n=\"\"),nrWrapper[o]=t,function(e,t,r){if(Object.defineProperty&&Object.keys)try{return Object.keys(e).forEach(function(r){Object.defineProperty(t,r,{get:function(){return e[r]},set:function(t){return e[r]=t,t}})}),t}catch(e){l([e],r)}for(var n in e)c.call(e,n)&&(t[n]=e[n])}(t,nrWrapper,e),nrWrapper);function nrWrapper(){var o,c,f,g;let m,v;try{c=this,o=[...arguments],v=p?(0,s.$5)(r):[void 0],f=\"function\"==typeof i?i(o,c):i||{}}catch(t){l([t,\"\",[o,c,d],f],e)}u(n+\"start\",[o,c,d,v],f,h);const y=performance.now();let b;try{return g=t.apply(c,o),b=performance.now(),g}catch(e){throw b=performance.now(),u(n+\"err\",[o,c,e,v],f,h),m=e,m}finally{const e=b-y,t={start:y,end:b,duration:e,isLongTask:e>=a,methodName:d,thrownError:m};t.isLongTask&&u(\"long-task\",[t,c,v],f,h),u(n+\"end\",[o,c,g,v],f,h)}}}function u(r,n,i,s){if(!d||t){var o=d;d=!0;try{e.emit(r,n,i,t,s)}catch(t){l([t,r,n,i],e)}d=o}}}function l(e,t){t||(t=n.ee);try{t.emit(\"internal-error\",e)}catch(e){}}function f(e){return!(e&&\"function\"==typeof e&&e.apply&&!e[o])}},3606:(e,t,r)=>{\"use strict\";r.d(t,{i:()=>s});var n=r(9908);s.on=o;var i=s.handlers={};function s(e,t,r,s){o(s||n.d,i,e,t,r)}function o(e,t,r,i,s){s||(s=\"feature\"),e||(e=n.d);var o=t[s]=t[s]||{};(o[r]=o[r]||[]).push([e,i])}},3738:(e,t,r)=>{\"use strict\";r.d(t,{He:()=>i,Kp:()=>a,Lc:()=>d,Rz:()=>u,TZ:()=>n,bD:()=>s,d3:()=>o,jx:()=>l,sl:()=>f,uP:()=>c});const n=r(860).K7.sessionTrace,i=\"bstResource\",s=\"resource\",o=\"-start\",a=\"-end\",c=\"fn\"+o,d=\"fn\"+a,u=\"pushState\",l=1e3,f=3e4},3785:(e,t,r)=>{\"use strict\";r.d(t,{R:()=>c,b:()=>d});var n=r(9908),i=r(1863),s=r(860),o=r(3969),a=r(993);function c(e,t,r={},c=a.p_.INFO,d=!0,u,l=(0,i.t)()){(0,n.p)(o.xV,[\"API/logging/\".concat(c.toLowerCase(),\"/called\")],void 0,s.K7.metrics,e),(0,n.p)(a.ET,[l,t,r,c,d,u],void 0,s.K7.logging,e)}function d(e){return\"string\"==typeof e&&Object.values(a.p_).some(t=>t===e.toUpperCase().trim())}},3878:(e,t,r)=>{\"use strict\";function n(e,t){return{capture:e,passive:!1,signal:t}}function i(e,t,r=!1,i){window.addEventListener(e,t,n(r,i))}function s(e,t,r=!1,i){document.addEventListener(e,t,n(r,i))}r.d(t,{DD:()=>s,jT:()=>n,sp:()=>i})},3962:(e,t,r)=>{\"use strict\";r.d(t,{AM:()=>o,O2:()=>l,OV:()=>s,Qu:()=>f,TZ:()=>c,ih:()=>h,pP:()=>a,t1:()=>u,tC:()=>i,wD:()=>d});var n=r(860);const i=[\"click\",\"keydown\",\"submit\"],s=\"popstate\",o=\"api\",a=\"initialPageLoad\",c=n.K7.softNav,d=5e3,u=500,l={INITIAL_PAGE_LOAD:\"\",ROUTE_CHANGE:1,UNSPECIFIED:2},f={INTERACTION:1,AJAX:2,CUSTOM_END:3,CUSTOM_TRACER:4},h={IP:\"in progress\",PF:\"pending finish\",FIN:\"finished\",CAN:\"cancelled\"}},3969:(e,t,r)=>{\"use strict\";r.d(t,{TZ:()=>n,XG:()=>a,rs:()=>i,xV:()=>o,z_:()=>s});const n=r(860).K7.metrics,i=\"sm\",s=\"cm\",o=\"storeSupportabilityMetrics\",a=\"storeEventMetrics\"},4234:(e,t,r)=>{\"use strict\";r.d(t,{W:()=>i});var n=r(1687);class i{constructor(e,t){this.agentRef=e,this.ee=e?.ee,this.featureName=t,this.blocked=!1}deregisterDrain(){(0,n.x3)(this.agentRef,this.featureName)}}},4261:(e,t,r)=>{\"use strict\";r.d(t,{$9:()=>u,BL:()=>c,CH:()=>p,Dl:()=>R,Fw:()=>w,PA:()=>v,Pl:()=>n,Pv:()=>x,Tb:()=>f,U2:()=>o,V1:()=>A,Wb:()=>T,bt:()=>b,cD:()=>y,d3:()=>E,dT:()=>d,eY:()=>g,fF:()=>h,hG:()=>s,hw:()=>i,k6:()=>a,nb:()=>m,o5:()=>l});const n=\"api-\",i=n+\"ixn-\",s=\"addPageAction\",o=\"addToTrace\",a=\"addRelease\",c=\"finished\",d=\"interaction\",u=\"log\",l=\"noticeError\",f=\"pauseReplay\",h=\"recordCustomEvent\",p=\"recordReplay\",g=\"register\",m=\"setApplicationVersion\",v=\"setCurrentRouteName\",y=\"setCustomAttribute\",b=\"setErrorHandler\",w=\"setPageViewName\",R=\"setUserId\",E=\"start\",T=\"wrapLogger\",A=\"measure\",x=\"consent\"},5205:(e,t,r)=>{\"use strict\";r.d(t,{j:()=>x});var n=r(384),i=r(1741);var s=r(2555),o=r(3333);const a=e=>{if(!e||\"string\"!=typeof e)return!1;try{document.createDocumentFragment().querySelector(e)}catch{return!1}return!0};var c=r(2614),d=r(944),u=r(8122);const l=\"[data-nr-mask]\",f=e=>(0,u.a)(e,(()=>{const e={feature_flags:[],experimental:{register:!1,resources:!1},mask_selector:\"*\",block_selector:\"[data-nr-block]\",mask_input_options:{color:!1,date:!1,\"datetime-local\":!1,email:!1,month:!1,number:!1,range:!1,search:!1,tel:!1,text:!1,time:!1,url:!1,week:!1,textarea:!1,select:!1,password:!0}};return{ajax:{deny_list:void 0,block_internal:!0,enabled:!0,autoStart:!0},api:{register:{get enabled(){return e.feature_flags.includes(o.$v.REGISTER)||e.experimental.register},set enabled(t){e.experimental.register=t},duplicate_data_to_container:!1}},browser_consent_mode:{enabled:!1},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},get feature_flags(){return e.feature_flags},set feature_flags(t){e.feature_flags=t},generic_events:{enabled:!0,autoStart:!0},harvest:{interval:30},jserrors:{enabled:!0,autoStart:!0},logging:{enabled:!0,autoStart:!0},metrics:{enabled:!0,autoStart:!0},obfuscate:void 0,page_action:{enabled:!0},page_view_event:{enabled:!0,autoStart:!0},page_view_timing:{enabled:!0,autoStart:!0},performance:{capture_marks:!1,capture_measures:!1,capture_detail:!0,resources:{get enabled(){return e.feature_flags.includes(o.$v.RESOURCES)||e.experimental.resources},set enabled(t){e.experimental.resources=t},asset_types:[],first_party_domains:[],ignore_newrelic:!0}},privacy:{cookies_enabled:!0},proxy:{assets:void 0,beacon:void 0},session:{expiresMs:c.wk,inactiveMs:c.BB},session_replay:{autoStart:!0,enabled:!1,preload:!1,sampling_rate:10,error_sampling_rate:100,collect_fonts:!1,inline_images:!1,fix_stylesheets:!0,mask_all_inputs:!0,get mask_text_selector(){return e.mask_selector},set mask_text_selector(t){a(t)?e.mask_selector=\"\".concat(t,\",\").concat(l):\"\"===t||null===t?e.mask_selector=l:(0,d.R)(5,t)},get block_class(){return\"nr-block\"},get ignore_class(){return\"nr-ignore\"},get mask_text_class(){return\"nr-mask\"},get block_selector(){return e.block_selector},set block_selector(t){a(t)?e.block_selector+=\",\".concat(t):\"\"!==t&&(0,d.R)(6,t)},get mask_input_options(){return e.mask_input_options},set mask_input_options(t){t&&\"object\"==typeof t?e.mask_input_options={...t,password:!0}:(0,d.R)(7,t)}},session_trace:{enabled:!0,autoStart:!0},soft_navigations:{enabled:!0,autoStart:!0},ssl:void 0,user_actions:{enabled:!0,elementAttributes:[\"id\",\"className\",\"tagName\",\"type\"]}}})());var h=r(6154),p=r(9324);let g=0;const m={buildEnv:p.F3,distMethod:p.Xs,version:p.xv,originTime:h.WN},v={consented:!1},y={activatedFeatures:void 0,appMetadata:{},configured:!1,get consented(){return this.session?.state?.consent||v.consented},set consented(e){v.consented=e},customTransaction:void 0,denyList:[],disabled:!1,drainRegistry:new Map,harvester:void 0,isolatedBacklog:!1,isRecording:!1,loaderType:void 0,maxBytes:3e4,obfuscator:void 0,onerror:void 0,ptid:void 0,releaseIds:{},session:void 0,timeKeeper:void 0,registeredEntities:[],jsAttributesMetadata:{bytes:0},get harvestCount(){return++g}},b=e=>{const t=(0,u.a)(e,y),r=Object.keys(m).reduce((e,t)=>(e[t]={value:m[t],writable:!1,configurable:!0,enumerable:!0},e),{});return Object.defineProperties(t,r)},w=e=>{const t=e.startsWith(\"http\");e+=\"/\",r.p=t?e:\"https://\"+e};var R=r(7836),E=r(3241);const T={accountID:void 0,trustKey:void 0,agentID:void 0,licenseKey:void 0,applicationID:void 0,xpid:void 0},A=e=>(0,u.a)(e,T);function x(e,t={},r,o){let{init:a,info:c,loader_config:d,runtime:u={},exposed:l=!0}=t;if(!c){const e=(0,n.pV)();a=e.init,c=e.info,d=e.loader_config}e.init=f(a||{}),e.loader_config=A(d||{}),c.jsAttributes??={},h.bv&&(c.jsAttributes.isWorker=!0),e.info=(0,s.D)(c);const p=e.init;e.runtime??=b(u),p.proxy.assets&&w(p.proxy.assets),e.runtime.configured||(Object.defineProperty(e,\"beacons\",{get:()=>[e.info.beacon,e.info.errorBeacon,e.init.proxy.assets,e.init.proxy.beacon].filter(Boolean)}),Object.defineProperty(e.runtime,\"denyList\",{get:()=>[...e.init.ajax.deny_list||[],...e.init.ajax.block_internal?e.beacons:[]]}),e.runtime.ptid=e.agentIdentifier,function(e){const t=(0,n.pV)();Object.getOwnPropertyNames(i.W.prototype).forEach(r=>{const n=i.W.prototype[r];if(\"function\"!=typeof n||\"constructor\"===n)return;let s=t[r];e[r]&&!1!==e.exposed&&\"micro-agent\"!==e.runtime?.loaderType&&(t[r]=(...t)=>{const n=e[r](...t);return s?s(...t):n})})}(e),e.runtime.loaderType=r,e.ee=R.ee.get(e.agentIdentifier),e.exposed=l,(0,E.W)({drained:!!e.runtime.activatedFeatures,type:\"lifecycle\",name:\"initialize\",feature:void 0,data:e.config}),e.runtime.configured=!0)}},5270:(e,t,r)=>{\"use strict\";r.d(t,{Aw:()=>o,SR:()=>s,rF:()=>a});var n=r(384),i=r(7767);function s(e){return!!(0,n.dV)().o.MO&&(0,i.V)(e)&&!0===e?.session_trace.enabled}function o(e){return!0===e?.session_replay.preload&&s(e)}function a(e,t){try{if(\"string\"==typeof t?.type){if(\"password\"===t.type.toLowerCase())return\"*\".repeat(e?.length||0);if(void 0!==t?.dataset?.nrUnmask||t?.classList?.contains(\"nr-unmask\"))return e}}catch(e){}return\"string\"==typeof e?e.replace(/[\\S]/g,\"*\"):\"*\".repeat(e?.length||0)}},5289:(e,t,r)=>{\"use strict\";r.d(t,{GG:()=>o,Qr:()=>c,sB:()=>a});var n=r(3878),i=r(6389);function s(){return\"undefined\"==typeof document||\"complete\"===document.readyState}function o(e,t){if(s())return e();const r=(0,i.J)(e),o=setInterval(()=>{s()&&(clearInterval(o),r())},500);(0,n.sp)(\"load\",r,t)}function a(e){if(s())return e();(0,n.DD)(\"DOMContentLoaded\",e)}function c(e){if(s())return e();(0,n.sp)(\"popstate\",e)}},5607:(e,t,r)=>{\"use strict\";r.d(t,{W:()=>n});const n=(0,r(9566).bz)()},5732:(e,t,r)=>{\"use strict\";r.d(t,{$5:()=>u,B5:()=>d,Ms:()=>s,Ux:()=>a,YA:()=>c,fQ:()=>i,yx:()=>o});var n=r(7508);const i={MFE:\"MFE\",BA:\"BA\"};function s(e,t){if(!e||!t?.init.api.register.enabled)return[];const r=t.runtime.registeredEntities;return r?.filter(t=>String(t.metadata.target.id)===String(e)).map(e=>e.metadata.target)||[]}function o(e,t){if(!e||!t?.init.api.register.enabled)return[];const r=t.runtime.registeredEntities;return r?.filter(t=>t.metadata.timings?.asset?.endsWith(e)).map(e=>e.metadata.target)||[]}function a(e,t){if(!l(t))return{};const r=t.agentRef.runtime.appMetadata.agents[0].entityGuid;return e?e.attributes:{\"entity.guid\":r,appId:t.agentRef.info.applicationID}}function c(e,t){return d(e,t)?{\"child.id\":e.id,\"child.type\":e.type,...a(void 0,t)}:{}}function d(e,t){return!!e&&!!l(t)&&t.agentRef.init.api.register.duplicate_data_to_container}function u(e){if(!e?.init.api.register.enabled)return[void 0];const t=[];try{var r=(0,n.AZ)((0,n.QL)());let i=r.length-1;for(;r[i];)t.push(...o(r[i--],e))}catch(e){}return t.length||t.push(void 0),t}function l(e){return 2===e?.harvestEndpointVersion}},6154:(e,t,r)=>{\"use strict\";r.d(t,{OF:()=>d,RI:()=>i,WN:()=>f,bv:()=>s,gm:()=>o,lR:()=>l,m:()=>c,mw:()=>a,sb:()=>u,zk:()=>h});var n=r(1863);const i=\"undefined\"!=typeof window&&!!window.document,s=\"undefined\"!=typeof WorkerGlobalScope&&(\"undefined\"!=typeof self&&self instanceof WorkerGlobalScope&&self.navigator instanceof WorkerNavigator||\"undefined\"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis.navigator instanceof WorkerNavigator),o=i?window:\"undefined\"!=typeof WorkerGlobalScope&&(\"undefined\"!=typeof self&&self instanceof WorkerGlobalScope&&self||\"undefined\"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis),a=Boolean(\"hidden\"===o?.document?.visibilityState),c=\"\"+o?.location,d=/iPad|iPhone|iPod/.test(o.navigator?.userAgent),u=d&&\"undefined\"==typeof SharedWorker,l=(()=>{const e=o.navigator?.userAgent?.match(/Firefox[/\\s](\\d+\\.\\d+)/);return Array.isArray(e)&&e.length>=2?+e[1]:0})(),f=Date.now()-(0,n.t)(),h=()=>{const e=o?.performance?.getEntriesByType?.(\"navigation\")?.[0];if(e&&e.responseStart>0&&e.responseStart<o.performance.now())return e}},6344:(e,t,r)=>{\"use strict\";r.d(t,{BB:()=>u,Qb:()=>l,TZ:()=>i,Ug:()=>o,Vh:()=>s,_s:()=>a,bc:()=>d,yP:()=>c});var n=r(2614);const i=r(860).K7.sessionReplay,s=\"errorDuringReplay\",o=.12,a={DomContentLoaded:0,Load:1,FullSnapshot:2,IncrementalSnapshot:3,Meta:4,Custom:5},c={[n.g.ERROR]:15e3,[n.g.FULL]:3e5,[n.g.OFF]:0},d={RESET:{message:\"Session was reset\",sm:\"Reset\"},IMPORT:{message:\"Recorder failed to import\",sm:\"Import\"},TOO_MANY:{message:\"429: Too Many Requests\",sm:\"Too-Many\"},TOO_BIG:{message:\"Payload was too large\",sm:\"Too-Big\"},CROSS_TAB:{message:\"Session Entity was set to OFF on another tab\",sm:\"Cross-Tab\"},ENTITLEMENTS:{message:\"Session Replay is not allowed and will not be started\",sm:\"Entitlement\"}},u=5e3,l={API:\"api\",RESUME:\"resume\",SWITCH_TO_FULL:\"switchToFull\",INITIALIZE:\"initialize\",PRELOAD:\"preload\"}},6389:(e,t,r)=>{\"use strict\";function n(e,t=500,r={}){const n=r?.leading||!1;let i;return(...r)=>{n&&void 0===i&&(e.apply(this,r),i=setTimeout(()=>{i=clearTimeout(i)},t)),n||(clearTimeout(i),i=setTimeout(()=>{e.apply(this,r)},t))}}function i(e){let t=!1;return(...r)=>{t||(t=!0,e.apply(this,r))}}r.d(t,{J:()=>i,s:()=>n})},6630:(e,t,r)=>{\"use strict\";r.d(t,{T:()=>n});const n=r(860).K7.pageViewEvent},6774:(e,t,r)=>{\"use strict\";r.d(t,{T:()=>n});const n=r(860).K7.jserrors},7295:(e,t,r)=>{\"use strict\";r.d(t,{Xv:()=>o,gX:()=>i,iW:()=>s});var n=[];function i(e){if(!e||s(e))return!1;if(0===n.length)return!0;if(\"*\"===n[0].hostname)return!1;for(var t=0;t<n.length;t++){var r=n[t];if(r.hostname.test(e.hostname)&&r.pathname.test(e.pathname))return!1}return!0}function s(e){return void 0===e.hostname}function o(e){if(n=[],e&&e.length)for(var t=0;t<e.length;t++){let r=e[t];if(!r)continue;if(\"*\"===r)return void(n=[{hostname:\"*\"}]);0===r.indexOf(\"http://\")?r=r.substring(7):0===r.indexOf(\"https://\")&&(r=r.substring(8));const i=r.indexOf(\"/\");let s,o;i>0?(s=r.substring(0,i),o=r.substring(i)):(s=r,o=\"*\");let[c]=s.split(\":\");n.push({hostname:a(c),pathname:a(o,!0)})}}function a(e,t=!1){const r=e.replace(/[.+?^${}()|[\\]\\\\]/g,e=>\"\\\\\"+e).replace(/\\*/g,\".*?\");return new RegExp((t?\"^\":\"\")+r+\"$\")}},7485:(e,t,r)=>{\"use strict\";r.d(t,{D:()=>i});var n=r(6154);function i(e){if(0===(e||\"\").indexOf(\"data:\"))return{protocol:\"data\"};try{const t=new URL(e,location.href),r={port:t.port,hostname:t.hostname,pathname:t.pathname,search:t.search,protocol:t.protocol.slice(0,t.protocol.indexOf(\":\")),sameOrigin:t.protocol===n.gm?.location?.protocol&&t.host===n.gm?.location?.host};return r.port&&\"\"!==r.port||(\"http:\"===t.protocol&&(r.port=\"80\"),\"https:\"===t.protocol&&(r.port=\"443\")),r.pathname&&\"\"!==r.pathname?r.pathname.startsWith(\"/\")||(r.pathname=\"/\".concat(r.pathname)):r.pathname=\"/\",r}catch(e){return{}}}},7508:(e,t,r)=>{\"use strict\";r.d(t,{AZ:()=>g,Qr:()=>b,QL:()=>m});var n=r(6154),i=r(1863),s=r(9119),o=r(7866);class a{dom=new c;performance=new c;constructor(e){this.url=e}get script(){const e=Math.max(this.dom.start,this.performance.end);return{start:e,end:Math.max(this.dom.end,this.performance.end,e)}}}class c{start=0;end=0;value=void 0}let d;try{d=g(m())[0]}catch(e){d=g(e)[0]}const u=e=>\"script\"===e.initiatorType||[\"link\",\"fetch\"].includes(e.initiatorType)&&e.name.endsWith(\".js\"),l=new Map;let f=[];function h(e){return l.get(e)}function p(e){const t=h(e);if(t)return t;const r=new a(e);if(l.set(e,r),l.size>1e3){const e=l.keys().next().value;l.delete(e)}return r}if(n.gm.MutationObserver&&n.gm.document){new MutationObserver(e=>{e.forEach(e=>{e.addedNodes.forEach(e=>{if(\"SCRIPT\"===e.nodeName&&e.src){const t=p((0,s.L)(e.src));t.dom.start=(0,i.t)(),t.dom.value=e;const r=()=>{t.dom.end=(0,i.t)()};[\"load\",\"error\"].forEach(t=>e.addEventListener(t,r,{once:!0}))}})})}).observe(n.gm.document,{childList:!0,subtree:!0})}if(n.gm.PerformanceObserver?.supportedEntryTypes.includes(\"resource\")){new PerformanceObserver(e=>{e.getEntries().filter(u).forEach(e=>{const t=p((0,s.L)(e.name));t.performance.start=Math.floor(e.startTime),t.performance.end=Math.floor(e.responseEnd),t.performance.value=e;const r=[];f.forEach(({test:t,addedAt:n},s)=>{(t(e)||(0,i.t)()-n>1e4)&&r.push(s)}),f=f.filter((e,t)=>!r.includes(t))})}).observe({type:\"resource\",buffered:!0})}function g(e){if(!e||\"string\"!=typeof e)return[];const t=new Set,r=e.split(\"\\n\");for(const e of r){const r=e.match(o.cn)||e.match(o.hB)||e.match(o.fL);if(r&&r[2])t.add((0,s.L)(r[2]));else{const r=e.match(/\\(([^)]+\\.js):\\d+:\\d+\\)/)||e.match(/^\\s+at\\s+([^\\s(]+\\.js):\\d+:\\d+/);r&&r[1]&&t.add((0,s.L)(r[1]))}}return[...t]}function m(){let e;try{const t=Error.stackTraceLimit;Error.stackTraceLimit=50,e=(new Error).stack,Error.stackTraceLimit=t}catch(t){e=(new Error).stack}return e}function v(e,t){return(0,s.L)(e.name)===t}function y(e,t){e.fetchStart=Math.floor(t.startTime),e.fetchEnd=Math.floor(t.responseEnd),e.asset=t.name,e.type=t.initiatorType}function b(){const e={registeredAt:(0,i.t)(),reportedAt:void 0,fetchStart:0,fetchEnd:0,scriptStart:0,scriptEnd:0,asset:void 0,type:\"unknown\"},t=m();if(!t)return e;const r=n.gm.performance?.getEntriesByType(\"navigation\")?.[0]?.name||\"\";try{const o=g(t),a=(o.length>1?o.filter(e=>d!==e):o)[0];if(!a)return e;if(r.includes(a))return e.asset=(0,s.L)(r),e.type=\"inline\",e;e.correlation=h(a);const c=e.correlation?.performance.value||performance.getEntriesByType(\"resource\").find(e=>v(e,a));c?y(e,c):function(e){if(!e||!n.gm.document)return!1;try{const t=n.gm.document.querySelectorAll('link[rel=\"preload\"][as=\"script\"]');for(const r of t)if((0,s.L)(r.href)===e)return!0}catch(e){}return!1}(a)&&(e.asset=a,e.type=\"preload\",f.push({addedAt:(0,i.t)(),test:t=>!!v(t,a)&&(y(e,t),!0)})),Object.defineProperty(e,\"scriptStart\",{get:()=>e.correlation?.script.start||e.fetchEnd}),Object.defineProperty(e,\"scriptEnd\",{get:()=>e.correlation?.script.end||e.registeredAt})}catch(e){}return e}},7699:(e,t,r)=>{\"use strict\";r.d(t,{It:()=>s,KC:()=>a,No:()=>i,qh:()=>o});var n=r(860);const i=16e3,s=1e6,o=\"SESSION_ERROR\",a={[n.K7.logging]:!0,[n.K7.genericEvents]:!0,[n.K7.jserrors]:!0,[n.K7.ajax]:!0}},7767:(e,t,r)=>{\"use strict\";r.d(t,{V:()=>i});var n=r(6154);const i=e=>n.RI&&!0===e?.privacy.cookies_enabled},7836:(e,t,r)=>{\"use strict\";r.d(t,{P:()=>a,ee:()=>c});var n=r(384),i=r(8990),s=r(2646),o=r(5607);const a=\"nr@context:\".concat(o.W),c=function e(t,r){var n={},o={},u={},l=!1;try{l=16===r.length&&d.initializedAgents?.[r]?.runtime.isolatedBacklog}catch(e){}var f={on:p,addEventListener:p,removeEventListener:function(e,t){var r=n[e];if(!r)return;for(var i=0;i<r.length;i++)r[i]===t&&r.splice(i,1)},emit:function(e,r,n,i,s){!1!==s&&(s=!0);if(c.aborted&&!i)return;t&&s&&t.emit(e,r,n);var a=h(n);g(e).forEach(e=>{e.apply(a,r)});var d=v()[o[e]];d&&d.push([f,e,r,a]);return a},get:m,listeners:g,context:h,buffer:function(e,t){const r=v();if(t=t||\"feature\",f.aborted)return;Object.entries(e||{}).forEach(([e,n])=>{o[n]=t,t in r||(r[t]=[])})},abort:function(){f._aborted=!0,Object.keys(f.backlog).forEach(e=>{delete f.backlog[e]})},isBuffering:function(e){return!!v()[o[e]]},debugId:r,backlog:l?{}:t&&\"object\"==typeof t.backlog?t.backlog:{},isolatedBacklog:l};return Object.defineProperty(f,\"aborted\",{get:()=>{let e=f._aborted||!1;return e||(t&&(e=t.aborted),e)}}),f;function h(e){return e&&e instanceof s.y?e:e?(0,i.I)(e,a,()=>new s.y(a)):new s.y(a)}function p(e,t){n[e]=g(e).concat(t)}function g(e){return n[e]||[]}function m(t){return u[t]=u[t]||e(f,t)}function v(){return f.backlog}}(void 0,\"globalEE\"),d=(0,n.Zm)();d.ee||(d.ee=c)},7866:(e,t,r)=>{\"use strict\";r.d(t,{Nc:()=>s,cn:()=>a,fL:()=>i,h3:()=>n,hB:()=>o});const n=/function (.+?)\\s*\\(/,i=/^\\s*at .+ \\(eval at \\S+ \\((?:(?:file|http|https):[^)]+)?\\)(?:, [^:]*:\\d+:\\d+)?\\)$/i,s=/^\\s*at Function code \\(Function code:\\d+:\\d+\\)\\s*/i,o=/^\\s*at (?:((?:\\[object object\\])?(?:[^(]*\\([^)]*\\))*[^()]*(?: \\[as \\S+\\])?) )?\\(?((?:file|http|https|chrome-extension):.*?)?:(\\d+)(?::(\\d+))?\\)?\\s*$/i,a=/^\\s*(?:([^@]*)(?:\\(.*?\\))?@)?((?:file|http|https|chrome|safari-extension).*?):(\\d+)(?::(\\d+))?\\s*$/i},8122:(e,t,r)=>{\"use strict\";r.d(t,{a:()=>i});var n=r(944);function i(e,t){try{if(!e||\"object\"!=typeof e)return(0,n.R)(3);if(!t||\"object\"!=typeof t)return(0,n.R)(4);const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),s=0===Object.keys(r).length?e:r;for(let o in s)if(void 0!==e[o])try{if(null===e[o]){r[o]=null;continue}Array.isArray(e[o])&&Array.isArray(t[o])?r[o]=Array.from(new Set([...e[o],...t[o]])):e[o]instanceof Map||e[o]instanceof Set||e[o]instanceof Date||e[o]instanceof RegExp?r[o]=e[o]:\"object\"==typeof e[o]&&\"object\"==typeof t[o]?r[o]=i(e[o],t[o]):r[o]=e[o]}catch(e){r[o]||(0,n.R)(1,e)}return r}catch(e){(0,n.R)(2,e)}}},8139:(e,t,r)=>{\"use strict\";r.d(t,{u:()=>f});var n=r(7836),i=r(3434),s=r(8990),o=r(6154);const a={},c=o.gm.XMLHttpRequest,d=\"addEventListener\",u=\"removeEventListener\",l=\"nr@wrapped:\".concat(n.P);function f(e){var t=function(e){return(e||n.ee).get(\"events\")}(e);if(a[t.debugId]++)return t;a[t.debugId]=1;var r=(0,i.YM)(t,!0);function f(e){r.inPlace(e,[d,u],\"-\",p)}function p(e,t){return e[1]}return\"getPrototypeOf\"in Object&&(o.RI&&h(document,f),c&&h(c.prototype,f),h(o.gm,f)),t.on(d+\"-start\",function(e,t){var n=e[1];if(null!==n&&(\"function\"==typeof n||\"object\"==typeof n)&&\"newrelic\"!==e[0]){var i=(0,s.I)(n,l,function(){var e={object:function(){if(\"function\"!=typeof n.handleEvent)return;return n.handleEvent.apply(n,arguments)},function:n}[typeof n];return e?r(e,\"fn-\",null,e.name||\"anonymous\"):n});this.wrapped=e[1]=i}}),t.on(u+\"-start\",function(e){e[1]=this.wrapped||e[1]}),t}function h(e,t,...r){let n=e;for(;\"object\"==typeof n&&!Object.prototype.hasOwnProperty.call(n,d);)n=Object.getPrototypeOf(n);n&&t(n,...r)}},8362:(e,t,r)=>{\"use strict\";r.d(t,{d:()=>s});var n=r(9566),i=r(1741);class s extends i.W{agentIdentifier=(0,n.LA)(16)}},8374:(e,t,r)=>{r.nc=(()=>{try{return document?.currentScript?.nonce}catch(e){}return\"\"})()},8990:(e,t,r)=>{\"use strict\";r.d(t,{I:()=>i});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty&&Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},9119:(e,t,r)=>{\"use strict\";r.d(t,{L:()=>s});var n=/([^?#]*)[^#]*(#[^?]*|$).*/,i=/([^?#]*)().*/;function s(e,t){return e?e.replace(t?n:i,\"$1$2\"):e}},9300:(e,t,r)=>{\"use strict\";r.d(t,{T:()=>n,f:()=>i});const n=r(860).K7.ajax,i=\"ajaxRequest.id\"},9324:(e,t,r)=>{\"use strict\";r.d(t,{AJ:()=>o,F3:()=>i,Xs:()=>s,Yq:()=>a,xv:()=>n});const n=\"1.315.0\",i=\"PROD\",s=\"CDN\",o=\"@newrelic/rrweb\",a=\"1.1.0\"},9566:(e,t,r)=>{\"use strict\";r.d(t,{LA:()=>a,ZF:()=>c,bz:()=>o,el:()=>d});var n=r(6154);const i=\"xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx\";function s(e,t){return e?15&e[t]:16*Math.random()|0}function o(){const e=n.gm?.crypto||n.gm?.msCrypto;let t,r=0;return e&&e.getRandomValues&&(t=e.getRandomValues(new Uint8Array(30))),i.split(\"\").map(e=>\"x\"===e?s(t,r++).toString(16):\"y\"===e?(3&s()|8).toString(16):e).join(\"\")}function a(e){const t=n.gm?.crypto||n.gm?.msCrypto;let r,i=0;t&&t.getRandomValues&&(r=t.getRandomValues(new Uint8Array(e)));const o=[];for(var a=0;a<e;a++)o.push(s(r,i++).toString(16));return o.join(\"\")}function c(){return a(16)}function d(){return a(32)}},9908:(e,t,r)=>{\"use strict\";r.d(t,{d:()=>n,p:()=>i});var n=r(7836).ee.get(\"handle\");function i(e,t,r,i,s){s?(s.buffer([e],i),s.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var s=n[e]={exports:{}};return r[e](s,s.exports,i),s.exports}i.m=r,i.d=(e,t)=>{for(var r in t)i.o(t,r)&&!i.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=>Promise.all(Object.keys(i.f).reduce((t,r)=>(i.f[r](e,t),t),[])),i.u=e=>({212:\"nr-spa-compressor\",249:\"nr-spa-recorder\",478:\"nr-spa\"}[e]+\"-1.315.0.min.js\"),i.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),e={},t=\"NRBA-1.315.0.PROD:\",i.l=(r,n,s,o)=>{if(e[r])e[r].push(n);else{var a,c;if(void 0!==s)for(var d=document.getElementsByTagName(\"script\"),u=0;u<d.length;u++){var l=d[u];if(l.getAttribute(\"src\")==r||l.getAttribute(\"data-webpack\")==t+s){a=l;break}}if(!a){c=!0;var f={478:\"sha512-JAuqU4A/wEHgBZGJFOjJXJG7xVo77qqjjb/pmkYwe33sZJQfwMblA/H7O6IQIp99MNRaqQ9ztp6hhTDdcDcKhw==\",249:\"sha512-GrB7Qfru6lPrPix0+Hggx+Eda7UdJXdV43hgOin6/SJwymitXgXKibaXVJgVnP1s8ipAOOGAP8vJ0RJqcyuE3A==\",212:\"sha512-ju17QSsLhWoDHT16gMLrXwxXtO2muxMbuRclwat2uBoZ2H/qVAg3SdcXxofZpiOmXJvzUnLFrMkP9kmEnlMGqA==\"};(a=document.createElement(\"script\")).charset=\"utf-8\",i.nc&&a.setAttribute(\"nonce\",i.nc),a.setAttribute(\"data-webpack\",t+s),a.src=r,0!==a.src.indexOf(window.location.origin+\"/\")&&(a.crossOrigin=\"anonymous\"),f[o]&&(a.integrity=f[o])}e[r]=[n];var h=(t,n)=>{a.onerror=a.onload=null,clearTimeout(p);var i=e[r];if(delete e[r],a.parentNode&&a.parentNode.removeChild(a),i&&i.forEach(e=>e(n)),t)return t(n)},p=setTimeout(h.bind(null,void 0,{type:\"timeout\",target:a}),12e4);a.onerror=h.bind(null,a.onerror),a.onload=h.bind(null,a.onload),c&&document.head.appendChild(a)}},i.r=e=>{\"undefined\"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:\"Module\"}),Object.defineProperty(e,\"__esModule\",{value:!0})},i.p=\"https://js-agent.newrelic.com/\",(()=>{var e={38:0,788:0};i.f.j=(t,r)=>{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var s=new Promise((r,i)=>n=e[t]=[r,i]);r.push(n[2]=s);var o=i.p+i.u(t),a=new Error;i.l(o,r=>{if(i.o(e,t)&&(0!==(n=e[t])&&(e[t]=void 0),n)){var s=r&&(\"load\"===r.type?\"missing\":r.type),o=r&&r.target&&r.target.src;a.message=\"Loading chunk \"+t+\" failed: (\"+s+\": \"+o+\")\",a.name=\"ChunkLoadError\",a.type=s,a.request=o,n[1](a)}},\"chunk-\"+t,t)}};var t=(t,r)=>{var n,s,[o,a,c]=r,d=0;if(o.some(t=>0!==e[t])){for(n in a)i.o(a,n)&&(i.m[n]=a[n]);if(c)c(i)}for(t&&t(r);d<o.length;d++)s=o[d],i.o(e,s)&&e[s]&&e[s][0](),e[s]=0},r=self[\"webpackChunk:NRBA-1.315.0.PROD\"]=self[\"webpackChunk:NRBA-1.315.0.PROD\"]||[];r.forEach(t.bind(null,0)),r.push=t.bind(null,r.push.bind(r))})(),(()=>{\"use strict\";i(8374);var e=i(8362),t=i(860);const r=Object.values(t.K7);var n=i(5205);var s=i(9908),o=i(1863),a=i(4261),c=i(1738);var d=i(1687),u=i(4234),l=i(5289),f=i(6154),h=i(944),p=i(5270),g=i(7767),m=i(6389),v=i(7699);class y extends u.W{constructor(e,t){super(e,t),this.abortHandler=void 0,this.featAggregate=void 0,this.loadedSuccessfully=void 0,this.onAggregateImported=new Promise(e=>{this.loadedSuccessfully=e}),this.deferred=Promise.resolve(),!1===e.init[this.featureName].autoStart?this.deferred=new Promise((t,r)=>{this.ee.on(\"manual-start-all\",(0,m.J)(()=>{(0,d.Ak)(e,this.featureName),t()}))}):(0,d.Ak)(e,t)}importAggregator(e,t,r={}){if(this.featAggregate)return;const n=async()=>{let n;await this.deferred;try{if((0,g.V)(e.init)){const{setupAgentSession:t}=await i.e(478).then(i.bind(i,8766));n=t(e)}}catch(e){(0,h.R)(20,e),this.ee.emit(\"internal-error\",[e]),(0,s.p)(v.qh,[e],void 0,this.featureName,this.ee)}try{if(!this.#t(this.featureName,n,e.init))return(0,d.Ze)(this.agentRef,this.featureName),void this.loadedSuccessfully(!1);const{Aggregate:i}=await t();this.featAggregate=new i(e,r),e.runtime.harvester.initializedAggregates.push(this.featAggregate),this.loadedSuccessfully(!0)}catch(e){(0,h.R)(34,e),this.abortHandler?.(),(0,d.Ze)(this.agentRef,this.featureName,!0),this.loadedSuccessfully(!1),this.ee&&this.ee.abort()}};f.RI?(0,l.GG)(()=>n(),!0):n()}#t(e,r,n){if(this.blocked)return!1;switch(e){case t.K7.sessionReplay:return(0,p.SR)(n)&&!!r;case t.K7.sessionTrace:return!!r;default:return!0}}}var b=i(6630),w=i(2614),R=i(3241);class E extends y{static featureName=b.T;constructor(e){var t;super(e,b.T),this.setupInspectionEvents(),t=e,(0,c.Y)(a.Fw,function(e,r){\"string\"==typeof e&&(\"/\"!==e.charAt(0)&&(e=\"/\"+e),t.runtime.customTransaction=(r||\"http://custom.transaction\")+e,(0,s.p)(a.Pl+a.Fw,[(0,o.t)()],void 0,void 0,t.ee))},t),this.importAggregator(e,()=>i.e(478).then(i.bind(i,5839)))}setupInspectionEvents(){const e=(e,t)=>{e&&(0,R.W)({timeStamp:e.timeStamp,loaded:\"complete\"===e.target.readyState,type:\"window\",name:t,data:e.target.location+\"\"})};(0,l.sB)(t=>{e(t,\"DOMContentLoaded\")}),(0,l.GG)(t=>{e(t,\"load\")}),(0,l.Qr)(t=>{e(t,\"navigate\")}),this.ee.on(w.tS.UPDATE,(e,t)=>{(0,R.W)({type:\"lifecycle\",name:\"session\",data:t})})}}var T=i(384);class A extends e.d{constructor(e){var t;(super(),f.gm)?(this.features={},(0,T.bQ)(this.agentIdentifier,this),this.desiredFeatures=new Set(e.features||[]),this.desiredFeatures.add(E),(0,n.j)(this,e,e.loaderType||\"agent\"),t=this,(0,c.Y)(a.cD,function(e,r,n=!1){if(\"string\"==typeof e){if([\"string\",\"number\",\"boolean\"].includes(typeof r)||null===r)return(0,c.U)(t,e,r,a.cD,n);(0,h.R)(40,typeof r)}else(0,h.R)(39,typeof e)},t),function(e){(0,c.Y)(a.Dl,function(t,r=!1){if(\"string\"!=typeof t&&null!==t)return void(0,h.R)(41,typeof t);const n=e.info.jsAttributes[\"enduser.id\"];r&&null!=n&&n!==t?(0,s.p)(a.Pl+\"setUserIdAndResetSession\",[t],void 0,\"session\",e.ee):(0,c.U)(e,\"enduser.id\",t,a.Dl,!0)},e)}(this),function(e){(0,c.Y)(a.nb,function(t){if(\"string\"==typeof t||null===t)return(0,c.U)(e,\"application.version\",t,a.nb,!1);(0,h.R)(42,typeof t)},e)}(this),function(e){(0,c.Y)(a.d3,function(){e.ee.emit(\"manual-start-all\")},e)}(this),function(e){(0,c.Y)(a.Pv,function(t=!0){if(\"boolean\"==typeof t){if((0,s.p)(a.Pl+a.Pv,[t],void 0,\"session\",e.ee),e.runtime.consented=t,t){const t=e.features.page_view_event;t.onAggregateImported.then(e=>{const r=t.featAggregate;e&&!r.sentRum&&r.sendRum()})}}else(0,h.R)(65,typeof t)},e)}(this),this.run()):(0,h.R)(21)}get config(){return{info:this.info,init:this.init,loader_config:this.loader_config,runtime:this.runtime}}get api(){return this}run(){try{const e=function(e){const t={};return r.forEach(r=>{t[r]=!!e[r]?.enabled}),t}(this.init),n=[...this.desiredFeatures];n.sort((e,r)=>t.P3[e.featureName]-t.P3[r.featureName]),n.forEach(r=>{if(!e[r.featureName]&&r.featureName!==t.K7.pageViewEvent)return;const n=function(e){switch(e){case t.K7.ajax:return[t.K7.jserrors];case t.K7.sessionTrace:return[t.K7.ajax,t.K7.pageViewEvent];case t.K7.sessionReplay:return[t.K7.sessionTrace];case t.K7.pageViewTiming:return[t.K7.pageViewEvent];default:return[]}}(r.featureName).filter(e=>!(e in this.features));n.length>0&&(0,h.R)(36,{targetFeature:r.featureName,missingDependencies:n}),this.features[r.featureName]=new r(this)})}catch(e){(0,h.R)(22,e);for(const e in this.features)this.features[e].abortHandler?.();const t=(0,T.Zm)();delete t.initializedAgents[this.agentIdentifier]?.features,delete this.sharedAggregator;return t.ee.get(this.agentIdentifier).abort(),!1}}}var x=i(2843),S=i(782);class _ extends y{static featureName=S.T;constructor(e){super(e,S.T),f.RI&&((0,x.u)(()=>(0,s.p)(\"docHidden\",[(0,o.t)()],void 0,S.T,this.ee),!0),(0,x.G)(()=>(0,s.p)(\"winPagehide\",[(0,o.t)()],void 0,S.T,this.ee)),this.importAggregator(e,()=>i.e(478).then(i.bind(i,9917))))}}var O=i(3969);class P extends y{static featureName=O.TZ;constructor(e){super(e,O.TZ),this.importAggregator(e,()=>i.e(478).then(i.bind(i,6555)))}}var k=i(6774),N=i(3878),j=i(3304);class D{constructor(e,t,r,n,i){this.name=\"UncaughtError\",this.message=\"string\"==typeof e?e:(0,j.A)(e),this.sourceURL=t,this.line=r,this.column=n,this.__newrelic=i}}function C(e){return M(e)?e:new D(void 0!==e?.message?e.message:e,e?.filename||e?.sourceURL,e?.lineno||e?.line,e?.colno||e?.col,e?.__newrelic,e?.cause)}function L(e){const t=\"Unhandled Promise Rejection: \";if(!e?.reason)return;if(M(e.reason)){try{e.reason.message.startsWith(t)||(e.reason.message=t+e.reason.message)}catch(e){}return C(e.reason)}const r=C(e.reason);return(r.message||\"\").startsWith(t)||(r.message=t+r.message),r}function I(e){if(e.error instanceof SyntaxError&&!/:\\d+$/.test(e.error.stack?.trim())){const t=new D(e.message,e.filename,e.lineno,e.colno,e.error.__newrelic,e.cause);return t.name=SyntaxError.name,t}return M(e.error)?e.error:C(e)}function M(e){return e instanceof Error&&!!e.stack}function B(e,r,n,i,a=(0,o.t)()){\"string\"==typeof e&&(e=new Error(e)),(0,s.p)(\"err\",[e,a,!1,r,n.runtime.isRecording,void 0,i],void 0,t.K7.jserrors,n.ee),(0,s.p)(\"uaErr\",[],void 0,t.K7.genericEvents,n.ee)}var H=i(5732),K=i(993),W=i(3785);function F(e,{customAttributes:t={},level:r=K.p_.INFO}={},n,i,s=(0,o.t)()){(0,W.R)(n.ee,e,t,r,!1,i,s)}function U(e,r,n,i,c=(0,o.t)()){(0,s.p)(a.Pl+a.hG,[c,e,r,i],void 0,t.K7.genericEvents,n.ee)}function V(e,r,n,i,c=(0,o.t)()){const{start:d,end:u,customAttributes:l}=r||{},f={customAttributes:l||{}};if(\"object\"!=typeof f.customAttributes||\"string\"!=typeof e||0===e.length)return void(0,h.R)(57);const p=(e,t)=>null==e?t:\"number\"==typeof e?e:e instanceof PerformanceMark?e.startTime:Number.NaN;if(f.start=p(d,0),f.end=p(u,c),Number.isNaN(f.start)||Number.isNaN(f.end))(0,h.R)(57);else{if(f.duration=f.end-f.start,!(f.duration<0))return(0,s.p)(a.Pl+a.V1,[f,e,i],void 0,t.K7.genericEvents,n.ee),f;(0,h.R)(58)}}function z(e,r={},n,i,c=(0,o.t)()){(0,s.p)(a.Pl+a.fF,[c,e,r,i],void 0,t.K7.genericEvents,n.ee)}var G=i(7508),Y=i(9566);const Z=[\"name\",\"id\",\"type\"],q=new Map([[U,\"addPageAction\"],[F,\"log\"],[V,\"measure\"],[B,\"noticeError\"],[z,\"recordCustomEvent\"]]),X={experimental:(0,m.J)(()=>(0,h.R)(54,\"newrelic.register\")),disabled:(0,m.J)(()=>(0,h.R)(55)),invalidTarget:(0,m.J)(e=>(0,h.R)(48,e)),deregistered:(0,m.J)(()=>(0,h.R)(68))};function Q(e){(0,c.Y)(a.eY,function(t){return J(e,t)},e)}function J(e,r){X.experimental(),r||={},r.instance=(0,Y.LA)(8),r.type=H.fQ.MFE,r.licenseKey||=e.info.licenseKey,r.blocked=!1,(\"object\"!=typeof r.tags||null===r.tags||Array.isArray(r.tags))&&(r.tags={}),r.parent??={get id(){return e.runtime.appMetadata.agents[0].entityGuid},type:H.fQ.BA};const n=(0,G.Qr)(),i={};Object.prototype.hasOwnProperty.call(r,\"attributes\")||Object.defineProperty(r,\"attributes\",{get:()=>({...i,\"source.id\":r.id,\"source.name\":r.name,\"source.type\":r.type,\"parent.type\":r.parent?.type||H.fQ.BA,\"parent.id\":r.parent?.id})}),Object.entries(r.tags).forEach(([e,t])=>{Z.includes(e)||(i[\"source.\".concat(e)]=t)});let a=()=>{};const c=e.runtime.registeredEntities,d=e=>{r.blocked=!0,a=e};function u(e){return\"string\"==typeof e&&!!e.trim()&&e.trim().length<501}e.init.api.register.enabled||d(X.disabled),u(r.id)&&u(r.name)||d(()=>X.invalidTarget(r));const l={addPageAction:(t,n={})=>m(U,[t,{...i,...n},e],r),deregister:()=>{p(),d(X.deregistered)},log:(t,n={})=>m(F,[t,{...n,customAttributes:{...i,...n.customAttributes||{}}},e],r),measure:(t,n={})=>m(V,[t,{...n,customAttributes:{...i,...n.customAttributes||{}}},e],r),noticeError:(t,n={})=>m(B,[t,{...i,...n},e],r),recordCustomEvent:(t,n={})=>m(z,[t,{...i,...n},e],r),setApplicationVersion:e=>g(\"application.version\",e),setCustomAttribute:(e,t)=>g(e,t),setUserId:e=>g(\"enduser.id\",e),metadata:{get customAttributes(){return i},target:r,timings:n}},f=()=>(r.blocked&&a(),r.blocked);function p(){if(n.reportedAt)return;n.reportedAt=(0,o.t)();const e=n.fetchEnd-n.fetchStart,t=n.scriptEnd-n.scriptStart;l.recordCustomEvent(\"MicroFrontEndTiming\",{assetUrl:n.asset,assetType:n.type,timeAlive:n.reportedAt-n.registeredAt,timeToBeRequested:n.fetchStart,timeToExecute:t,timeToFetch:e,timeToLoad:e+t,timeToRegister:n.registeredAt})}f()||(c.push(l),(0,x.G)(p));const g=(e,t)=>{f()||(i[e]=t)},m=(r,n,i)=>{if(f()&&r!==J)return;const a=(0,o.t)(),c=q.get(r)||\"unknown\";(0,s.p)(O.xV,[\"API/register/\".concat(c,\"/called\")],void 0,t.K7.metrics,e.ee);try{return r(...n,i,a)}catch(e){(0,h.R)(50,e)}};return l}class ee extends y{static featureName=k.T;constructor(e){var t;super(e,k.T),t=e,(0,c.Y)(a.o5,(e,r)=>B(e,r,t),t),function(e){(0,c.Y)(a.bt,function(t){e.runtime.onerror=t},e)}(e),function(e){let t=0;(0,c.Y)(a.k6,function(e,r){++t>10||(this.runtime.releaseIds[e.slice(-200)]=(\"\"+r).slice(-200))},e)}(e),Q(e);try{this.removeOnAbort=new AbortController}catch(e){}this.ee.on(\"internal-error\",(t,r)=>{this.abortHandler&&(0,s.p)(\"ierr\",[C(t),(0,o.t)(),!0,{},e.runtime.isRecording,r],void 0,this.featureName,this.ee)}),f.gm.addEventListener(\"unhandledrejection\",t=>{this.abortHandler&&(0,s.p)(\"err\",[L(t),(0,o.t)(),!1,{unhandledPromiseRejection:1},e.runtime.isRecording],void 0,this.featureName,this.ee)},(0,N.jT)(!1,this.removeOnAbort?.signal)),f.gm.addEventListener(\"error\",t=>{this.abortHandler&&(0,s.p)(\"err\",[I(t),(0,o.t)(),!1,{},e.runtime.isRecording],void 0,this.featureName,this.ee)},(0,N.jT)(!1,this.removeOnAbort?.signal)),this.abortHandler=this.#r,this.importAggregator(e,()=>i.e(478).then(i.bind(i,9377)))}#r(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var te=i(8990);let re=1;function ne(e){const t=typeof e;return!e||\"object\"!==t&&\"function\"!==t?-1:e===f.gm?0:(0,te.I)(e,\"nr@id\",function(){return re++})}function ie(e){if(\"string\"==typeof e&&e.length)return e.length;if(\"object\"==typeof e){if(\"undefined\"!=typeof ArrayBuffer&&e instanceof ArrayBuffer&&e.byteLength)return e.byteLength;if(\"undefined\"!=typeof Blob&&e instanceof Blob&&e.size)return e.size;if(!(\"undefined\"!=typeof FormData&&e instanceof FormData))try{return(0,j.A)(e).length}catch(e){return}}}var se=i(8139),oe=i(7836),ae=i(3434);const ce={},de=[\"open\",\"send\"];function ue(e,t){var r=e||oe.ee;const n=function(e){return(e||oe.ee).get(\"xhr\")}(r);if(void 0===f.gm.XMLHttpRequest)return n;if(ce[n.debugId]++)return n;ce[n.debugId]=1,(0,se.u)(r);var i=(0,ae.YM)(n),s=f.gm.XMLHttpRequest,o=f.gm.MutationObserver,a=f.gm.Promise,c=f.gm.setInterval,d=\"readystatechange\",u=[\"onload\",\"onerror\",\"onabort\",\"onloadstart\",\"onloadend\",\"onprogress\",\"ontimeout\"],l=[],p=f.gm.XMLHttpRequest=function(e){const r=new s(e),o=n.context(r);o.targets=(0,H.$5)(t);try{n.emit(\"new-xhr\",[r],o),r.addEventListener(d,(a=o,function(){var e=this;e.readyState>3&&!a.resolved&&(a.resolved=!0,n.emit(\"xhr-resolved\",[],e)),i.inPlace(e,u,\"fn-\",w)}),(0,N.jT)(!1))}catch(e){(0,h.R)(15,e);try{n.emit(\"internal-error\",[e])}catch(e){}}var a;return r};function g(e,t){i.inPlace(t,[\"onreadystatechange\"],\"fn-\",w)}if(function(e,t){for(var r in e)t[r]=e[r]}(s,p),p.prototype=s.prototype,i.inPlace(p.prototype,de,\"-xhr-\",w),n.on(\"send-xhr-start\",function(e,t){g(e,t),function(e){l.push(e),o&&(m?m.then(b):c?c(b):(v=-v,y.data=v))}(t)}),n.on(\"open-xhr-start\",g),o){var m=a&&a.resolve();if(!c&&!a){var v=1,y=document.createTextNode(v);new o(b).observe(y,{characterData:!0})}}else r.on(\"fn-end\",function(e){e[0]&&e[0].type===d||b()});function b(){for(var e=0;e<l.length;e++)g(0,l[e]);l.length&&(l=[])}function w(e,t){return t}return n}var le=\"fetch-\",fe=le+\"body-\",he=[\"arrayBuffer\",\"blob\",\"json\",\"text\",\"formData\"],pe=f.gm.Request,ge=f.gm.Response,me=\"prototype\";const ve={};function ye(e,t){const r=function(e){return(e||oe.ee).get(\"fetch\")}(e);if(!(pe&&ge&&f.gm.fetch))return r;if(ve[r.debugId]++)return r;function n(e,n,i){var s=e[n];\"function\"==typeof s&&(e[n]=function(){var e=[...arguments];const n={},o=(0,H.$5)(t);var a;r.emit(i+\"before-start\",[e],n),n[oe.P]&&n[oe.P].dt&&(a=n[oe.P].dt);var c=s.apply(this,e);return r.emit(i+\"start\",[e,a],c),c.then(function(e){return r.emit(i+\"end\",[null,e,o],c),e},function(e){throw r.emit(i+\"end\",[e,void 0,o],c),e})})}return ve[r.debugId]=1,he.forEach(e=>{n(pe[me],e,fe),n(ge[me],e,fe)}),n(f.gm,\"fetch\",le),r.on(le+\"end\",function(e,t,n){var i=this;if(i.targets=n||[void 0],t){var s=t.headers.get(\"content-length\");null!==s&&(i.rxSize=s),r.emit(le+\"done\",[null,t],i)}else r.emit(le+\"done\",[e],i)}),r}var be=i(7485);class we{constructor(e){this.agentRef=e}generateTracePayload(e){const t=this.agentRef.loader_config;if(!this.shouldGenerateTrace(e)||!t)return null;var r=(t.accountID||\"\").toString()||null,n=(t.agentID||\"\").toString()||null,i=(t.trustKey||\"\").toString()||null;if(!r||!n)return null;var s=(0,Y.ZF)(),o=(0,Y.el)(),a=Date.now(),c={spanId:s,traceId:o,timestamp:a};return(e.sameOrigin||this.isAllowedOrigin(e)&&this.useTraceContextHeadersForCors())&&(c.traceContextParentHeader=this.generateTraceContextParentHeader(s,o),c.traceContextStateHeader=this.generateTraceContextStateHeader(s,a,r,n,i)),(e.sameOrigin&&!this.excludeNewrelicHeader()||!e.sameOrigin&&this.isAllowedOrigin(e)&&this.useNewrelicHeaderForCors())&&(c.newrelicHeader=this.generateTraceHeader(s,o,a,r,n,i)),c}generateTraceContextParentHeader(e,t){return\"00-\"+t+\"-\"+e+\"-01\"}generateTraceContextStateHeader(e,t,r,n,i){return i+\"@nr=0-1-\"+r+\"-\"+n+\"-\"+e+\"----\"+t}generateTraceHeader(e,t,r,n,i,s){if(!(\"function\"==typeof f.gm?.btoa))return null;var o={v:[0,1],d:{ty:\"Browser\",ac:n,ap:i,id:e,tr:t,ti:r}};return s&&n!==s&&(o.d.tk=s),btoa((0,j.A)(o))}shouldGenerateTrace(e){return this.agentRef.init?.distributed_tracing?.enabled&&this.isAllowedOrigin(e)}isAllowedOrigin(e){var t=!1;const r=this.agentRef.init?.distributed_tracing;if(e.sameOrigin)t=!0;else if(r?.allowed_origins instanceof Array)for(var n=0;n<r.allowed_origins.length;n++){var i=(0,be.D)(r.allowed_origins[n]);if(e.hostname===i.hostname&&e.protocol===i.protocol&&e.port===i.port){t=!0;break}}return t}excludeNewrelicHeader(){var e=this.agentRef.init?.distributed_tracing;return!!e&&!!e.exclude_newrelic_header}useNewrelicHeaderForCors(){var e=this.agentRef.init?.distributed_tracing;return!!e&&!1!==e.cors_use_newrelic_header}useTraceContextHeadersForCors(){var e=this.agentRef.init?.distributed_tracing;return!!e&&!!e.cors_use_tracecontext_headers}}var Re=i(9300),Ee=i(7295);function Te(e){return\"string\"==typeof e?e:e instanceof(0,T.dV)().o.REQ?e.url:f.gm?.URL&&e instanceof URL?e.href:void 0}var Ae=[\"load\",\"error\",\"abort\",\"timeout\"],xe=Ae.length,Se=(0,T.dV)().o.REQ,_e=(0,T.dV)().o.XHR;const Oe=\"X-NewRelic-App-Data\";class Pe extends y{static featureName=Re.T;constructor(e){super(e,Re.T),this.dt=new we(e),this.handler=(e,t,r,n)=>(0,s.p)(e,t,r,n,this.ee);try{const e={xmlhttprequest:\"xhr\",fetch:\"fetch\",beacon:\"beacon\"};f.gm?.performance?.getEntriesByType(\"resource\").forEach(r=>{if(r.initiatorType in e&&0!==r.responseStatus){const n={status:r.responseStatus},i={rxSize:r.transferSize,duration:Math.floor(r.duration),cbTime:0};ke(n,r.name),this.handler(\"xhr\",[n,i,r.startTime,r.responseEnd,e[r.initiatorType]],void 0,t.K7.ajax)}})}catch(e){}ye(this.ee,e),ue(this.ee,e),function(e,r,n,i){function a(e){var t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=T,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},t.latestLongtaskEnd=0,e.addEventListener(\"load\",function(r){x(t,e)},(0,N.jT)(!1)),f.lR||e.addEventListener(\"progress\",function(e){t.lastSize=e.loaded},(0,N.jT)(!1))}function c(e){this.params={method:e[0]},ke(this,e[1]),this.metrics={}}function d(t,r){e.loader_config.xpid&&this.sameOrigin&&r.setRequestHeader(\"X-NewRelic-ID\",e.loader_config.xpid);var n=i.generateTracePayload(this.parsedOrigin);if(n){var s=!1;n.newrelicHeader&&(r.setRequestHeader(\"newrelic\",n.newrelicHeader),s=!0),n.traceContextParentHeader&&(r.setRequestHeader(\"traceparent\",n.traceContextParentHeader),n.traceContextStateHeader&&r.setRequestHeader(\"tracestate\",n.traceContextStateHeader),s=!0),s&&(this.dt=n)}}function u(e,t){var n=this.metrics,i=e[0],s=this;if(n&&i){var a=ie(i);a&&(n.txSize=a)}this.startTime=(0,o.t)(),this.body=i,this.listener=function(e){try{\"abort\"!==e.type||s.loadCaptureCalled||(s.params.aborted=!0),(\"load\"!==e.type||s.called===s.totalCbs&&(s.onloadCalled||\"function\"!=typeof t.onload)&&\"function\"==typeof s.end)&&s.end(t)}catch(e){try{r.emit(\"internal-error\",[e])}catch(e){}}};for(var c=0;c<xe;c++)t.addEventListener(Ae[c],this.listener,(0,N.jT)(!1))}function l(e,t,r){this.cbTime+=e,t?this.onloadCalled=!0:this.called+=1,this.called!==this.totalCbs||!this.onloadCalled&&\"function\"==typeof r.onload||\"function\"!=typeof this.end||this.end(r)}function h(e,t){var r=\"\"+ne(e)+!!t;this.xhrGuids&&!this.xhrGuids[r]&&(this.xhrGuids[r]=!0,this.totalCbs+=1)}function p(e,t){var r=\"\"+ne(e)+!!t;this.xhrGuids&&this.xhrGuids[r]&&(delete this.xhrGuids[r],this.totalCbs-=1)}function g(){this.endTime=(0,o.t)()}function m(e,t){t instanceof _e&&\"load\"===e[0]&&r.emit(\"xhr-load-added\",[e[1],e[2]],t)}function v(e,t){t instanceof _e&&\"load\"===e[0]&&r.emit(\"xhr-load-removed\",[e[1],e[2]],t)}function y(e,t,r){t instanceof _e&&(\"onload\"===r&&(this.onload=!0),(\"load\"===(e[0]&&e[0].type)||this.onload)&&(this.xhrCbStart=(0,o.t)()))}function b(e,t){this.xhrCbStart&&r.emit(\"xhr-cb-time\",[(0,o.t)()-this.xhrCbStart,this.onload,t],t)}function w(e){var t,r=e[1]||{};if(\"string\"==typeof e[0]?0===(t=e[0]).length&&f.RI&&(t=\"\"+f.gm.location.href):e[0]&&e[0].url?t=e[0].url:f.gm?.URL&&e[0]&&e[0]instanceof URL?t=e[0].href:\"function\"==typeof e[0].toString&&(t=e[0].toString()),\"string\"==typeof t&&0!==t.length){t&&(this.parsedOrigin=(0,be.D)(t),this.sameOrigin=this.parsedOrigin.sameOrigin);var n=i.generateTracePayload(this.parsedOrigin);if(n&&(n.newrelicHeader||n.traceContextParentHeader))if(e[0]&&e[0].headers)a(e[0].headers,n)&&(this.dt=n);else{var s={};for(var o in r)s[o]=r[o];s.headers=new Headers(r.headers||{}),a(s.headers,n)&&(this.dt=n),e.length>1?e[1]=s:e.push(s)}}function a(e,t){var r=!1;return t.newrelicHeader&&(e.set(\"newrelic\",t.newrelicHeader),r=!0),t.traceContextParentHeader&&(e.set(\"traceparent\",t.traceContextParentHeader),t.traceContextStateHeader&&e.set(\"tracestate\",t.traceContextStateHeader),r=!0),r}}function R(e,t){this.params={},this.metrics={},this.startTime=(0,o.t)(),this.dt=t;let[r,n={}]=e;ke(this,Te(r));const i=(\"\"+(r&&r instanceof Se&&r.method||n.method||\"GET\")).toUpperCase();this.params.method=i,this.body=n.body,this.txSize=ie(n.body)||0}function E(e,t){if(this.endTime=(0,o.t)(),this.params||(this.params={}),(0,Ee.iW)(this.params))return;let r;this.params.status=t?t.status:0,\"string\"==typeof this.rxSize&&this.rxSize.length>0&&(r=+this.rxSize);const n={txSize:this.txSize,rxSize:r,duration:(0,o.t)()-this.startTime},i=[this.params,n,this.startTime,this.endTime,\"fetch\"];this.targets.forEach(e=>A(i,this,e))}function T(e){const t=this.params,r=this.metrics;if(this.ended)return;this.ended=!0;for(let t=0;t<xe;t++)e.removeEventListener(Ae[t],this.listener,!1);if(t.aborted)return;if((0,Ee.iW)(t))return;r.duration=(0,o.t)()-this.startTime,this.loadCaptureCalled||4!==e.readyState?null==t.status&&(t.status=0):x(this,e),r.cbTime=this.cbTime;const n=[t,r,this.startTime,this.endTime,\"xhr\"];this.targets.forEach(e=>A(n,this,e))}function A(e,r,i){n(\"xhr\",[...e,i],r,t.K7.ajax)}function x(e,n){e.params.status=n.status;var i=function(e,t){var r=e.responseType;return\"json\"===r&&null!==t?t:\"arraybuffer\"===r||\"blob\"===r||\"json\"===r?ie(e.response):\"text\"===r||\"\"===r||void 0===r?ie(e.responseText):void 0}(n,e.lastSize);if(i&&(e.metrics.rxSize=i),e.sameOrigin&&n.getAllResponseHeaders().indexOf(Oe)>=0){var o=n.getResponseHeader(Oe);o&&((0,s.p)(O.rs,[\"Ajax/CrossApplicationTracing/Header/Seen\"],void 0,t.K7.metrics,r),e.params.cat=o.split(\", \").pop())}e.loadCaptureCalled=!0}r.on(\"new-xhr\",a),r.on(\"open-xhr-start\",c),r.on(\"open-xhr-end\",d),r.on(\"send-xhr-start\",u),r.on(\"xhr-cb-time\",l),r.on(\"xhr-load-added\",h),r.on(\"xhr-load-removed\",p),r.on(\"xhr-resolved\",g),r.on(\"addEventListener-end\",m),r.on(\"removeEventListener-end\",v),r.on(\"fn-end\",b),r.on(\"fetch-before-start\",w),r.on(\"fetch-start\",R),r.on(\"fn-start\",y),r.on(\"fetch-done\",E)}(e,this.ee,this.handler,this.dt),this.importAggregator(e,()=>i.e(478).then(i.bind(i,3845)))}}function ke(e,t){var r=(0,be.D)(t),n=e.params||e;n.hostname=r.hostname,n.port=r.port,n.protocol=r.protocol,n.host=r.hostname+\":\"+r.port,n.pathname=r.pathname,e.parsedOrigin=r,e.sameOrigin=r.sameOrigin}const Ne={},je=[\"pushState\",\"replaceState\"];function De(e){const t=function(e){return(e||oe.ee).get(\"history\")}(e);return!f.RI||Ne[t.debugId]++||(Ne[t.debugId]=1,(0,ae.YM)(t).inPlace(window.history,je,\"-\")),t}var Ce=i(3738);function Le(e){(0,c.Y)(a.BL,function(r=Date.now()){const n=r-f.WN;n<0&&(0,h.R)(62,r),(0,s.p)(O.XG,[a.BL,{time:n}],void 0,t.K7.metrics,e.ee),e.addToTrace({name:a.BL,start:r,origin:\"nr\"}),(0,s.p)(a.Pl+a.hG,[n,a.BL],void 0,t.K7.genericEvents,e.ee)},e)}const{He:Ie,bD:Me,d3:Be,Kp:He,TZ:Ke,Lc:We,uP:Fe,Rz:Ue}=Ce;class Ve extends y{static featureName=Ke;constructor(e){var r;super(e,Ke),r=e,(0,c.Y)(a.U2,function(e){if(!(e&&\"object\"==typeof e&&e.name&&e.start))return;const n={n:e.name,s:e.start-f.WN,e:(e.end||e.start)-f.WN,o:e.origin||\"\",t:\"api\"};n.s<0||n.e<0||n.e<n.s?(0,h.R)(61,___noise___ 1617):(0,s.p)(\"bstApi\",[n],void 0,t.K7.sessionTrace,r.ee)},r),Le(e);if(!(0,g.V)(e.init))return void this.deregisterDrain();const n=this.ee;let d;De(n),this.eventsEE=(0,se.u)(n),this.eventsEE.on(Fe,function(e,t){this.bstStart=(0,o.t)()}),this.eventsEE.on(We,function(e,r){(0,s.p)(\"bst\",[e[0],r,this.bstStart,(0,o.t)()],void 0,t.K7.sessionTrace,n)}),n.on(Ue+Be,function(e){this.time=(0,o.t)(),this.startPath=location.pathname+location.hash}),n.on(Ue+He,function(e){(0,s.p)(\"bstHist\",[location.pathname+location.hash,this.startPath,this.time],void 0,t.K7.sessionTrace,n)});try{d=new PerformanceObserver(e=>{const r=e.getEntries();(0,s.p)(Ie,[r],void 0,t.K7.sessionTrace,n)}),d.observe({type:Me,buffered:!0})}catch(e){}this.importAggregator(e,()=>i.e(478).then(i.bind(i,6974)),{resourceObserver:d})}}var ze=i(6344);class Ge extends y{static featureName=ze.TZ;#n;recorder;constructor(e){var r;let n;super(e,ze.TZ),r=e,(0,c.Y)(a.CH,function(){(0,s.p)(a.CH,[],void 0,t.K7.sessionReplay,r.ee)},r),function(e){(0,c.Y)(a.Tb,function(){(0,s.p)(a.Tb,[],void 0,t.K7.sessionReplay,e.ee)},e)}(e);try{n=JSON.parse(localStorage.getItem(\"\".concat(w.H3,\"_\").concat(w.uh)))}catch(e){}(0,p.SR)(e.init)&&this.ee.on(a.CH,()=>this.#i()),this.#s(n)&&this.importRecorder().then(e=>{e.startRecording(ze.Qb.PRELOAD,n?.sessionReplayMode)}),this.importAggregator(this.agentRef,()=>i.e(478).then(i.bind(i,6167)),this),this.ee.on(\"err\",e=>{this.blocked||this.agentRef.runtime.isRecording&&(this.errorNoticed=!0,(0,s.p)(ze.Vh,[e],void 0,this.featureName,this.ee))})}#s(e){return e&&(e.sessionReplayMode===w.g.FULL||e.sessionReplayMode===w.g.ERROR)||(0,p.Aw)(this.agentRef.init)}importRecorder(){return this.recorder?Promise.resolve(this.recorder):(this.#n??=Promise.all([i.e(478),i.e(249)]).then(i.bind(i,4866)).then(({Recorder:e})=>(this.recorder=new e(this),this.recorder)).catch(e=>{throw this.ee.emit(\"internal-error\",[e]),this.blocked=!0,e}),this.#n)}#i(){this.blocked||(this.featAggregate?this.featAggregate.mode!==w.g.FULL&&this.featAggregate.initializeRecording(w.g.FULL,!0,ze.Qb.API):this.importRecorder().then(()=>{this.recorder.startRecording(ze.Qb.API,w.g.FULL)}))}}var Ye=i(3962);class Ze extends y{static featureName=Ye.TZ;constructor(e){if(super(e,Ye.TZ),function(e){const r=e.ee.get(\"tracer\");function n(){}(0,c.Y)(a.dT,function(e){return(new n).get(\"object\"==typeof e?e:{})},e);const i=n.prototype={createTracer:function(n,i){var a={},c=this,d=\"function\"==typeof i;return(0,s.p)(O.xV,[\"API/createTracer/called\"],void 0,t.K7.metrics,e.ee),function(){if(r.emit((d?\"\":\"no-\")+\"fn-start\",[(0,o.t)(),c,d],a),d)try{return i.apply(this,arguments)}catch(e){const t=\"string\"==typeof e?new Error(e):e;throw r.emit(\"fn-err\",[arguments,this,t],a),t}finally{r.emit(\"fn-end\",[(0,o.t)()],a)}}}};[\"actionText\",\"setName\",\"setAttribute\",\"save\",\"ignore\",\"onEnd\",\"getContext\",\"end\",\"get\"].forEach(r=>{c.Y.apply(this,[r,function(){return(0,s.p)(a.hw+r,[performance.now(),...arguments],this,t.K7.softNav,e.ee),this},e,i])}),(0,c.Y)(a.PA,function(){(0,s.p)(a.hw+\"routeName\",[performance.now(),...arguments],void 0,t.K7.softNav,e.ee)},e)}(e),!f.RI||!(0,T.dV)().o.MO)return;const r=De(this.ee);try{this.removeOnAbort=new AbortController}catch(e){}Ye.tC.forEach(e=>{(0,N.sp)(e,e=>{l(e)},!0,this.removeOnAbort?.signal)});const n=()=>(0,s.p)(\"newURL\",[(0,o.t)(),\"\"+window.location],void 0,this.featureName,this.ee);r.on(\"pushState-end\",n),r.on(\"replaceState-end\",n),(0,N.sp)(Ye.OV,e=>{l(e),(0,s.p)(\"newURL\",[e.timeStamp,\"\"+window.location],void 0,this.featureName,this.ee)},!0,this.removeOnAbort?.signal);let d=!1;const u=new((0,T.dV)().o.MO)((e,t)=>{d||(d=!0,requestAnimationFrame(()=>{(0,s.p)(\"newDom\",[(0,o.t)()],void 0,this.featureName,this.ee),d=!1}))}),l=(0,m.s)(e=>{\"loading\"!==document.readyState&&((0,s.p)(\"newUIEvent\",[e],void 0,this.featureName,this.ee),u.observe(document.body,{attributes:!0,childList:!0,subtree:!0,characterData:!0}))},100,{leading:!0});this.abortHandler=function(){this.removeOnAbort?.abort(),u.disconnect(),this.abortHandler=void 0},this.importAggregator(e,()=>i.e(478).then(i.bind(i,4393)),{domObserver:u})}}var qe=i(3333),Xe=i(9119);const $e={},Qe=new Set;function Je(e){return\"string\"==typeof e?{type:\"string\",size:(new TextEncoder).encode(e).length}:e instanceof ArrayBuffer?{type:\"ArrayBuffer\",size:e.byteLength}:e instanceof Blob?{type:\"Blob\",size:e.size}:e instanceof DataView?{type:\"DataView\",size:e.byteLength}:ArrayBuffer.isView(e)?{type:\"TypedArray\",size:e.byteLength}:{type:\"unknown\",size:0}}class et{constructor(e,t){this.timestamp=(0,o.t)(),this.currentUrl=(0,Xe.L)(window.location.href),this.socketId=(0,Y.LA)(8),this.requestedUrl=(0,Xe.L)(e),this.requestedProtocols=Array.isArray(t)?t.join(\",\"):t||\"\",this.openedAt=void 0,this.protocol=void 0,this.extensions=void 0,this.binaryType=void 0,this.messageOrigin=void 0,this.messageCount=0,this.messageBytes=0,this.messageBytesMin=0,this.messageBytesMax=0,this.messageTypes=void 0,this.sendCount=0,this.sendBytes=0,this.sendBytesMin=0,this.sendBytesMax=0,this.sendTypes=void 0,this.closedAt=void 0,this.closeCode=void 0,this.closeReason=\"unknown\",this.closeWasClean=void 0,this.connectedDuration=0,this.hasErrors=void 0}}class tt extends y{static featureName=qe.TZ;constructor(e){super(e,qe.TZ);const r=e.init.feature_flags.includes(\"websockets\"),n=!e.init.feature_flags.includes(\"no_spv\"),d=[e.init.page_action.enabled,e.init.performance.capture_marks,e.init.performance.capture_measures,e.init.performance.resources.enabled,e.init.user_actions.enabled,r,n];var u;let l;if(u=e,(0,c.Y)(a.hG,(e,t)=>U(e,t,u),u),function(e){(0,c.Y)(a.fF,(t,r)=>z(t,r,e),e)}(e),Le(e),Q(e),function(e){(0,c.Y)(a.V1,(t,r)=>V(t,r,e),e)}(e),this.removeOnAbort=new AbortController,this.abortHandler=()=>{this.removeOnAbort.abort(),this.abortHandler=void 0},r){const h=function(e){if(!(0,T.dV)().o.WS)return e;const t=e.get(\"websockets\");if($e[t.debugId]++)return t;$e[t.debugId]=1,(0,x.G)(()=>{const e=(0,o.t)();Qe.forEach(r=>{r.nrData.closedAt=e,r.nrData.closeCode=1001,r.nrData.closeReason=\"Page navigating away\",r.nrData.closeWasClean=!1,r.nrData.openedAt&&(r.nrData.connectedDuration=e-r.nrData.openedAt),t.emit(\"ws\",[r.nrData],r)})});class r extends WebSocket{static name=\"WebSocket\";static toString(){return\"function WebSocket() { [native code] }\"}toString(){return\"[object WebSocket]\"}get[Symbol.toStringTag](){return r.name}#o(e){(e.__newrelic??={}).socketId=this.nrData.socketId,this.nrData.hasErrors??=!0}constructor(...e){super(...e),this.nrData=new et(e[0],e[1]),this.addEventListener(\"open\",()=>{this.nrData.openedAt=(0,o.t)(),[\"protocol\",\"extensions\",\"binaryType\"].forEach(e=>{this.nrData[e]=this[e]}),Qe.add(this)}),this.addEventListener(\"message\",e=>{const{type:t,size:r}=Je(e.data);this.nrData.messageOrigin??=(0,Xe.L)(e.origin),this.nrData.messageCount++,this.nrData.messageBytes+=r,this.nrData.messageBytesMin=Math.min(this.nrData.messageBytesMin||1/0,r),this.nrData.messageBytesMax=Math.max(this.nrData.messageBytesMax,r),(this.nrData.messageTypes??\"\").includes(t)||(this.nrData.messageTypes=this.nrData.messageTypes?\"\".concat(this.nrData.messageTypes,\",\").concat(t):t)}),this.addEventListener(\"close\",e=>{this.nrData.closedAt=(0,o.t)(),this.nrData.closeCode=e.code,e.reason&&(this.nrData.closeReason=e.reason),this.nrData.closeWasClean=e.wasClean,this.nrData.connectedDuration=this.nrData.closedAt-this.nrData.openedAt,Qe.delete(this),t.emit(\"ws\",[this.nrData],this)})}addEventListener(e,t,...r){const n=this,i=\"function\"==typeof t?function(...e){try{return t.apply(this,e)}catch(e){throw n.#o(e),e}}:t?.handleEvent?{handleEvent:function(...e){try{return t.handleEvent.apply(t,e)}catch(e){throw n.#o(e),e}}}:t;return super.addEventListener(e,i,...r)}send(e){if(this.readyState===WebSocket.OPEN){const{type:t,size:r}=Je(e);this.nrData.sendCount++,this.nrData.sendBytes+=r,this.nrData.sendBytesMin=Math.min(this.nrData.sendBytesMin||1/0,r),this.nrData.sendBytesMax=Math.max(this.nrData.sendBytesMax,r),(this.nrData.sendTypes??\"\").includes(t)||(this.nrData.sendTypes=this.nrData.sendTypes?\"\".concat(this.nrData.sendTypes,\",\").concat(t):t)}try{return super.send(e)}catch(e){throw this.#o(e),e}}close(...e){try{super.close(...e)}catch(e){throw this.#o(e),e}}}return f.gm.WebSocket=r,t}(this.ee);h.on(\"ws\",e=>{(0,s.p)(\"ws-complete\",[e],void 0,this.featureName,this.ee)})}if(n&&f.gm.addEventListener(\"securitypolicyviolation\",e=>{(0,s.p)(\"spv\",[e],void 0,t.K7.genericEvents,this.ee)},(0,N.jT)(!1,this.removeOnAbort.signal)),f.RI){if(ye(this.ee,e),ue(this.ee,e),l=De(this.ee),e.init.user_actions.enabled){function p(t){const r=(0,be.D)(t);return e.beacons.includes(r.hostname+\":\"+r.port)}function g(){l.emit(\"navChange\")}qe.Zp.forEach(e=>(0,N.sp)(e,e=>(0,s.p)(\"ua\",[e],void 0,this.featureName,this.ee),!0)),qe.qN.forEach(e=>{const t=(0,m.s)(e=>{(0,s.p)(\"ua\",[e],void 0,this.featureName,this.ee)},500,{leading:!0});(0,N.sp)(e,t)}),f.gm.addEventListener(\"error\",()=>{(0,s.p)(\"uaErr\",[],void 0,t.K7.genericEvents,this.ee)},(0,N.jT)(!1,this.removeOnAbort.signal)),this.ee.on(\"open-xhr-start\",(e,r)=>{p(e[1])||r.addEventListener(\"readystatechange\",()=>{2===r.readyState&&(0,s.p)(\"uaXhr\",[],void 0,t.K7.genericEvents,this.ee)},(0,N.jT)(void 0,this.removeOnAbort.signal))}),this.ee.on(\"fetch-start\",e=>{e.length>=1&&!p(Te(e[0]))&&(0,s.p)(\"uaXhr\",[],void 0,t.K7.genericEvents,this.ee)}),l.on(\"pushState-end\",g),l.on(\"replaceState-end\",g),window.addEventListener(\"hashchange\",g,(0,N.jT)(!0,this.removeOnAbort.signal)),window.addEventListener(\"popstate\",g,(0,N.jT)(!0,this.removeOnAbort.signal))}if(e.init.performance.resources.enabled&&f.gm.PerformanceObserver?.supportedEntryTypes.includes(\"resource\")){new PerformanceObserver(e=>{e.getEntries().forEach(e=>{(0,s.p)(\"browserPerformance.resource\",[e],void 0,this.featureName,this.ee)})}).observe({type:\"resource\",buffered:!0})}}d.some(e=>e)?this.importAggregator(e,()=>i.e(478).then(i.bind(i,8019))):this.deregisterDrain()}}var rt=i(2646);const nt=new Map;function it(e,t,r,n,i=!0,s){if(\"object\"!=typeof t||!t||\"string\"!=typeof r||!r||\"function\"!=typeof t[r])return(0,h.R)(29);const o=function(e){return(e||oe.ee).get(\"logger\")}(e),a=(0,ae.YM)(o,void 0,s),c=new rt.y(oe.P);c.level=n.level,c.customAttributes=n.customAttributes,c.autoCaptured=i;const d=t[r]?.[ae.Jt]||t[r];return nt.set(d,c),a.inPlace(t,[r],\"wrap-logger-\",()=>nt.get(d),void 0,!0),o}var st=i(1910);class ot extends y{static featureName=K.TZ;constructor(e){var t;super(e,K.TZ),t=e,(0,c.Y)(a.$9,(e,r)=>F(e,r,t),t),function(e){(0,c.Y)(a.Wb,(t,r,{customAttributes:n={},level:i=K.p_.INFO}={})=>{it(e.ee,t,r,{customAttributes:n,level:i},!1,e)},e)}(e),Q(e);const r=this.ee;[\"log\",\"error\",\"warn\",\"info\",\"debug\",\"trace\"].forEach(t=>{(0,st.i)(f.gm.console[t]),it(r,f.gm.console,t,{level:\"log\"===t?\"info\":t},void 0,e)}),this.ee.on(\"wrap-logger-end\",function([e],t,n,i=[]){const{level:s,customAttributes:o,autoCaptured:a}=this;i.forEach(t=>{(0,W.R)(r,e,o,s,a,t)})}),this.importAggregator(e,()=>i.e(478).then(i.bind(i,5288)))}}new A({features:[Pe,E,_,Ve,Ge,P,ee,tt,ot,Ze],loaderType:\"spa\"})})()})();","id":"nr-browser-agent"}])</script><script src="/_next/static/chunks/webpack-eca56ae31c5c7adf.js" async=""></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,"1:\"$Sreact.fragment\"\n2:I[87555,[],\"\"]\n3:I[31295,[],\"\"]\n6:I[59665,[],\"MetadataBoundary\"]\n8:I[59665,[],\"OutletBoundary\"]\nb:I[74911,[],\"AsyncMetadataOutlet\"]\nd:I[59665,[],\"ViewportBoundary\"]\nf:I[98385,[\"34219\",\"static/chunks/app/global-error-b9cdfd2b84c7c73b.js\"],\"default\"]\n10:\"$Sreact.suspense\"\n11:I[74911,[],\"AsyncMetadata\"]\n:HL[\"/_next/static/media/e4af272ccee01ff0-s.p.woff2\",\"font\",{\"crossOrigin\":\"\",\"type\":\"font/woff2\"}]\n:HL[\"/_next/static/css/afed01e5a59cf782.css\",\"style\"]\n:HL[\"/_next/static/css/dc0ebe8ea8b1a7b7.css\",\"style\"]\n:HL[\"/_next/static/css/63827c4f45aec93f.css\",\"style\"]\n:HL[\"/_next/static/css/667dc85a6e7b8330.css\",\"style\"]\n:HL[\"/_next/static/css/e5fec6745b51671e.css\",\"style\"]\n:HL[\"/_next/static/css/dce027f5ac3685ab.css\",\"style\"]\n:HL[\"/_next/static/css/4085af90869c2090.css\",\"style\"]\n:HL[\"/_next/static/css/01415bd734ae544b.css\",\"style\"]\n:HL[\"/_next/static/css/b7125049fdf54480.css\",\"style\"]\n:HL[\"/_next/static/css/9d2fe1ca5b302f8c.css\",\"style\"]\n:HL[\"/_next/static/css/5e9f44976815350e.css\",\"style\"]\n:HL[\"/_next/static/css/1e97b410b545a5d8.css\",\"style\"]\n"])</script><script>self.__next_f.push([1,"0:{\"P\":null,\"b\":\"JYAWE0cDeuJFSmCaQgLBQ\",\"p\":\"\",\"c\":[\"\",\"\"],\"i\":false,\"f\":[[[\"\",{\"children\":[[\"locale\",\"en\",\"d\"],{\"children\":[[\"path\",\"\",\"oc\"],{\"children\":[\"__PAGE__\",{}]}]},\"$undefined\",\"$undefined\",true]}],[\"\",[\"$\",\"$1\",\"c\",{\"children\":[null,[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":[[[\"$\",\"title\",null,{\"children\":\"404: This page could not be found.\"}],[\"$\",\"div\",null,{\"style\":{\"fontFamily\":\"system-ui,\\\"Segoe UI\\\",Roboto,Helvetica,Arial,sans-serif,\\\"Apple Color Emoji\\\",\\\"Segoe UI Emoji\\\"\",\"height\":\"100vh\",\"textAlign\":\"center\",\"display\":\"flex\",\"flexDirection\":\"column\",\"alignItems\":\"center\",\"justifyContent\":\"center\"},\"children\":[\"$\",\"div\",null,{\"children\":[[\"$\",\"style\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}\"}}],[\"$\",\"h1\",null,{\"className\":\"next-error-h1\",\"style\":{\"display\":\"inline-block\",\"margin\":\"0 20px 0 0\",\"padding\":\"0 23px 0 0\",\"fontSize\":24,\"fontWeight\":500,\"verticalAlign\":\"top\",\"lineHeight\":\"49px\"},\"children\":404}],[\"$\",\"div\",null,{\"style\":{\"display\":\"inline-block\"},\"children\":[\"$\",\"h2\",null,{\"style\":{\"fontSize\":14,\"fontWeight\":400,\"lineHeight\":\"49px\",\"margin\":0},\"children\":\"This page could not be found.\"}]}]]}]}]],[]],\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]]}],{\"children\":[[\"locale\",\"en\",\"d\"],[\"$\",\"$1\",\"c\",{\"children\":[[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/afed01e5a59cf782.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"1\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/dc0ebe8ea8b1a7b7.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"2\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/63827c4f45aec93f.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"3\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/667dc85a6e7b8330.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"4\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/e5fec6745b51671e.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}]],\"$L4\"]}],{\"children\":[[\"path\",\"\",\"oc\"],[\"$\",\"$1\",\"c\",{\"children\":[null,[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":\"$undefined\",\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]]}],{\"children\":[\"__PAGE__\",[\"$\",\"$1\",\"c\",{\"children\":[\"$L5\",[\"$\",\"$L6\",null,{\"children\":\"$L7\"}],[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/dce027f5ac3685ab.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"1\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/4085af90869c2090.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"2\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/01415bd734ae544b.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"3\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/b7125049fdf54480.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"4\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/9d2fe1ca5b302f8c.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"5\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/5e9f44976815350e.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"6\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/1e97b410b545a5d8.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}]],[\"$\",\"$L8\",null,{\"children\":[\"$L9\",\"$La\",[\"$\",\"$Lb\",null,{\"promise\":\"$@c\"}]]}]]}],{},null,false]},null,false]},null,false]},null,false],[\"$\",\"$1\",\"h\",{\"children\":[null,[\"$\",\"$1\",\"Yh9h9H59kCzpZrhi7N13b\",{\"children\":[[\"$\",\"$Ld\",null,{\"children\":\"$Le\"}],[\"$\",\"meta\",null,{\"name\":\"next-size-adjust\",\"content\":\"\"}]]}],null]}],false]],\"m\":\"$undefined\",\"G\":[\"$f\",[]],\"s\":false,\"S\":false}\n"])</script><script>self.__next_f.push([1,"7:[\"$\",\"$10\",null,{\"fallback\":null,\"children\":[\"$\",\"$L11\",null,{\"promise\":\"$@12\"}]}]\na:null\ne:[[\"$\",\"meta\",\"0\",{\"charSet\":\"utf-8\"}],[\"$\",\"meta\",\"1\",{\"name\":\"viewport\",\"content\":\"width=device-width, initial-scale=1\"}]]\n9:null\n"])</script><script>self.__next_f.push([1,"13:I[69243,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"51051\",\"static/chunks/51051-ec2bf7ce4ea2c480.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"13224\",\"static/chunks/app/%5Blocale%5D/not-found-7c8d745eebdd3486.js\"],\"\"]\n17:I[50225,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static"])</script><script>self.__next_f.push([1,"/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n18:I[60460,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"BranchIOInitializer\"]\n19:I[4924,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chun"])</script><script>self.__next_f.push([1,"ks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"ClientOnly\"]\n1a:I[91234,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"CohesionReady\"]\n1c:I[42982,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"687"])</script><script>self.__next_f.push([1,"4\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"MultitenantConfigProvider\"]\n1d:I[58659,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"stati"])</script><script>self.__next_f.push([1,"c/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"CohesionProvider\"]\n1e:I[23855,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"MonarchRuleProvider\"]\n14:T88b,"])</script><script>self.__next_f.push([1,"\n              var PreexistingOptanonWrapper = (typeof window.OptanonWrapper === 'function' \u0026\u0026 typeof window.PreexistingOptanonWrapper !== 'function')\n                ? window.OptanonWrapper\n                : function () {};\n              window.OptanonWrapper = function () {\n\n                PreexistingOptanonWrapper();\n\n                cohesion.consent('syncOneTrust');\n\n                function loadSegmentScript() {\n                  var script = document.getElementById(\"segment-analytics\");\n                  if (!script) return;\n\n                  const newScript = document.createElement(\"script\");\n                  newScript.type = \"text/javascript\";\n                  newScript.id = \"segment-analytics\";\n                  newScript.src = script.getAttribute(\"src\");\n                  script.parentNode.replaceChild(newScript, script);\n                }\n\n                function disableSegment() {\n                  if (window.analytics \u0026\u0026 typeof window.analytics.reset === \"function\") {\n                    window.analytics.reset();\n                  }\n                }\n\n                function handleSegmentConsentChange() {\n                  var activeGroups = window.OnetrustActiveGroups || \"\";\n                  var hasConsent = [\"C0002\", \"C0004\"].every(function(cat) {\n                    return activeGroups.includes(\",\" + cat + \",\");\n                  });\n\n                  var script = document.getElementById(\"segment-analytics\");\n\n                  if (hasConsent \u0026\u0026 script \u0026\u0026 script.type === \"text/plain\") {\n                    loadSegmentScript();\n                  }\n\n                  if (!hasConsent \u0026\u0026 script \u0026\u0026 script.type !== \"text/plain\") {\n                    script.type = \"text/plain\";\n                    disableSegment();\n                  }\n                }\n                var taxiFormScript = document.getElementById(\"taxi-form-script\");\n                if (taxiFormScript \u0026\u0026 taxiFormScript.type === \"text/plain\") {\n                  taxiFormScript.type = \"text/javascript\";\n                }\n\n                handleSegmentConsentChange();\n                  OneTrust.OnConsentChanged(handleSegmentConsentChange);\n              };\n            "])</script><script>self.__next_f.push([1,"15:Tbe5,"])</script><script>self.__next_f.push([1,"!(function () {\n  var i = \"analytics\",\n    analytics = (window[i] = window[i] || []);\n  if (!analytics.initialize)\n    if (analytics.invoked)\n      window.console \u0026\u0026\n        console.error \u0026\u0026\n        console.error(\"Segment snippet included twice.\");\n    else {\n      analytics.invoked = !0;\n      analytics.methods = [\n        \"trackSubmit\",\n        \"trackClick\",\n        \"trackLink\",\n        \"trackForm\",\n        \"pageview\",\n        \"identify\",\n        \"reset\",\n        \"group\",\n        \"track\",\n        \"ready\",\n        \"alias\",\n        \"debug\",\n        \"page\",\n        \"screen\",\n        \"once\",\n        \"off\",\n        \"on\",\n        \"addSourceMiddleware\",\n        \"addIntegrationMiddleware\",\n        \"setAnonymousId\",\n        \"addDestinationMiddleware\",\n        \"register\",\n      ];\n      analytics.factory = function (e) {\n        return function () {\n          if (window[i].initialized)\n            return window[i][e].apply(window[i], arguments);\n          var n = Array.prototype.slice.call(arguments);\n          if (\n            [\"track\", \"screen\", \"alias\", \"group\", \"page\", \"identify\"].indexOf(\n              e\n            ) \u003e -1\n          ) {\n            var c = document.querySelector(\"link[rel='canonical']\");\n            n.push({\n              __t: \"bpc\",\n              c: (c \u0026\u0026 c.getAttribute(\"href\")) || void 0,\n              p: location.pathname,\n              u: location.href,\n              s: location.search,\n              t: document.title,\n              r: document.referrer,\n            });\n          }\n          n.unshift(e);\n          analytics.push(n);\n          return analytics;\n        };\n      };\n      for (var n = 0; n \u003c analytics.methods.length; n++) {\n        var key = analytics.methods[n];\n        analytics[key] = analytics.factory(key);\n      }\n      analytics.load = function (key, n) {\n        var t = document.createElement(\"script\");\n        t.type = \"text/plain\";\n        t.async = !0;\n        t.id = \"segment-analytics\";\n        t.setAttribute(\"data-global-segment-analytics-key\", i);\n        t.setAttribute(\"class\", \"optanon-category-C0002-C0004\")\n        t.src =\n          \"https://cdn.segment.com/analytics.js/v1/\" +\n          key +\n          \"/analytics.min.js\";\n        var r = document.getElementsByTagName(\"script\")[0];\n        r.parentNode.insertBefore(t, r);\n        analytics._loadOptions = n;\n      };\n      analytics._writeKey = \"lwt68hX0axsop9XVP6cbIDVPAqbleoeC\";\n      analytics.SNIPPET_VERSION = \"5.2.0\";\n      analytics.load(\"lwt68hX0axsop9XVP6cbIDVPAqbleoeC\", {user: {storage: {stores: [\"cookie\", \"localStorage\", \"memory\"]}}});\n      (function () {\n        var p = location.pathname;\n        var locale = \"en\";\n        var canonicalPath = p;\n        if (p === \"/es\" || p === \"/es/\") {\n          locale = \"es\";\n          canonicalPath = \"/\";\n        } else if (p.indexOf(\"/es/\") === 0) {\n          locale = \"es\";\n          canonicalPath = p.slice(3);\n        }\n        analytics.page({\n          canonicalPath: canonicalPath,\n          locale: locale,\n        });\n      })();\n    }\n})()"])</script><script>self.__next_f.push([1,"1b:T43c,[data-hen-ui] {\n  --secondary-50: #F0F2F3;\n  --secondary-100: #DADEE1;\n  --secondary-200: #BFC9CA;\n  --secondary-500: #4B666A;\n  --secondary-600: #a33508;\n  --secondary-700: #00262B;\n  --secondary-800: #73290c;\n  --secondary-900: #012226;\n  --neutral-50: #F9F8F6;\n  --neutral-100: #F3F1ED;\n  --neutral-200: #E1DDD1;\n  --neutral-500: #434953;\n  --neutral-600: #5c5c53;\n  --neutral-700: #30333A;\n  --neutral-800: #1a1a17;\n  --neutral-900: #1C1E21;\n  --neutral-white: #ffffff;\n  --neutral-black: #000000;\n  --primary-50: #FCEDE7;\n  --primary-100: #F9D6C7;\n  --primary-200: #F5BCA4;\n  --primary-500: #EB7441;\n  --primary-700: #D74000;\n  --primary-900: #7E2600;\n  --primary-400: #EE8C62;\n  --primary-300: #F1A483;\n  --accent-200: #C9F5E9;\n  --secondary-400: #73878A;\n  --font-sans: --font-inter;\n  --secondary-300: #9AA9AB;\n  --font-heading: --font-gelicaregular;\n  --font-body: --font-inter;\n  --gray-300: #ddddd5;\n  --accent-300: #B3F1E1;\n  --gray-400: #b3b3aa;\n  --font-family-body: --font-inter;\n  --font-family-heading: Inter, sans-serif;\n  --font-family-display: Inter, sans-serif;\n}20:T1086c,"])</script><script>self.__next_f.push([1,"window.NREUM||(NREUM={});NREUM.info = {\"agent\":\"\",\"beacon\":\"bam.nr-data.net\",\"errorBeacon\":\"bam.nr-data.net\",\"licenseKey\":\"NRBR-446e0822169cc62f155\",\"applicationID\":\"574099970\",\"agentToken\":null,\"applicationTime\":5.33535,\"transactionName\":\"ZwNVMRNUC0QHVEMICl5JYAADcxdWC1JADhdbM0UMTnsATxJdRE4idTIYSjpZClQHW1I8Sms9GUtPRQRDDmpq\",\"queueTime\":0,\"ttGuid\":\"00969e5f1c6c03db\"}; (window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"594494951\",accountID:\"44163\",trustKey:\"78034\",xpid:\"UAIGV1VADQQEVFhbDgYH\",licenseKey:\"NRBR-446e0822169cc62f155\",applicationID:\"574099970\",browserID:\"594494951\"};;/*! For license information please see nr-loader-spa-1.315.0.min.js.LICENSE.txt */\n(()=\u003e{var e,t,r={384:(e,t,r)=\u003e{\"use strict\";r.d(t,{NT:()=\u003ea,Zm:()=\u003ec,bQ:()=\u003eu,dV:()=\u003ed,pV:()=\u003el});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-data.net\"};function c(){return n.gm.NREUM||(n.gm.NREUM={}),void 0===n.gm.newrelic\u0026\u0026(n.gm.newrelic=n.gm.NREUM),n.gm.NREUM}function d(){let e=c();return e.o||(e.o={ST:n.gm.setTimeout,SI:n.gm.setImmediate||n.gm.setInterval,CT:n.gm.clearTimeout,XHR:n.gm.XMLHttpRequest,REQ:n.gm.Request,EV:n.gm.Event,PR:n.gm.Promise,MO:n.gm.MutationObserver,FETCH:n.gm.fetch,WS:n.gm.WebSocket},(0,o.i)(...Object.values(e.o))),e}function u(e,t){let r=c();r.initializedAgents??={},t.initializedAt={ms:(0,i.t)(),date:new Date},r.initializedAgents[e]=t,2===Object.keys(r.initializedAgents).length\u0026\u0026(0,s.R)(69)}function l(){return function(){let e=c();const t=e.info||{};e.info={beacon:a.beacon,errorBeacon:a.errorBeacon,...t}}(),function(){let e=c();const t=e.init||{};e.init={...t}}(),d(),function(){let e=c();const t=e.loader_config||{};e.loader_config={...t}}(),c()}},782:(e,t,r)=\u003e{\"use strict\";r.d(t,{T:()=\u003en});const n=r(860).K7.pageViewTiming},860:(e,t,r)=\u003e{\"use strict\";r.d(t,{$J:()=\u003eu,K7:()=\u003ec,P3:()=\u003ed,XX:()=\u003ei,Yy:()=\u003ea,df:()=\u003es,qY:()=\u003en,v4:()=\u003eo});const n=\"events\",i=\"jserrors\",s=\"browser/blobs\",o=\"rum\",a=\"browser/logs\",c={ajax:\"ajax\",genericEvents:\"generic_events\",jserrors:i,logging:\"logging\",metrics:\"metrics\",pageAction:\"page_action\",pageViewEvent:\"page_view_event\",pageViewTiming:\"page_view_timing\",sessionReplay:\"session_replay\",sessionTrace:\"session_trace\",softNav:\"soft_navigations\"},d={[c.pageViewEvent]:1,[c.pageViewTiming]:2,[c.metrics]:3,[c.jserrors]:4,[c.softNav]:5,[c.ajax]:6,[c.sessionTrace]:7,[c.sessionReplay]:8,[c.logging]:9,[c.genericEvents]:10},u={[c.pageViewEvent]:o,[c.pageViewTiming]:n,[c.ajax]:n,[c.softNav]:n,[c.metrics]:i,[c.jserrors]:i,[c.sessionTrace]:s,[c.sessionReplay]:s,[c.logging]:a,[c.genericEvents]:\"ins\"}},944:(e,t,r)=\u003e{\"use strict\";r.d(t,{R:()=\u003ei});var n=r(3241);function i(e,t){\"function\"==typeof console.debug\u0026\u0026(console.debug(\"New Relic Warning: https://github.com/newrelic/newrelic-browser-agent/blob/main/docs/warning-codes.md#\".concat(e),t),(0,n.W)({drained:null,type:\"data\",name:\"warn\",feature:\"warn\",data:{code:e,secondary:t}}))}},993:(e,t,r)=\u003e{\"use strict\";r.d(t,{A$:()=\u003es,ET:()=\u003eo,TZ:()=\u003ea,p_:()=\u003ei});var n=r(860);const i={ERROR:\"ERROR\",WARN:\"WARN\",INFO:\"INFO\",DEBUG:\"DEBUG\",TRACE:\"TRACE\"},s={OFF:0,ERROR:1,WARN:2,INFO:3,DEBUG:4,TRACE:5},o=\"log\",a=n.K7.logging},1687:(e,t,r)=\u003e{\"use strict\";r.d(t,{Ak:()=\u003ea,Ze:()=\u003ed,x3:()=\u003ec});var n=r(3241),i=r(3606),s=r(860),o=r(2646);function a(e,t){if(!e)return;const r={staged:!1,priority:s.P3[t]||0};e.runtime.drainRegistry.get(t)||e.runtime.drainRegistry.set(t,r)}function c(e,t){if(!e)return;const r=e.runtime.drainRegistry;r\u0026\u0026(r.get(t)\u0026\u0026r.delete(t),l(e,t,!1),r.size\u0026\u0026u(e))}function d(e,t=\"feature\",r=!1){if(e){if(!e.runtime.drainRegistry.get(t)||r)return l(e,t);e.runtime.drainRegistry.get(t).staged=!0,u(e)}}function u(e){if(!e)return;const t=Array.from(e.runtime.drainRegistry);t.every(([e,t])=\u003et.staged)\u0026\u0026(t.sort((e,t)=\u003ee[1].priority-t[1].priority),t.forEach(([t])=\u003e{e.runtime.drainRegistry.delete(t),l(e,t)}))}function l(e,t,r=!0){if(!e)return;const s=e.ee,a=i.i.handlers;if(s\u0026\u0026!s.aborted\u0026\u0026s.backlog\u0026\u0026a){if((0,n.W)({type:\"lifecycle\",name:\"drain\",feature:t}),r){const e=s.backlog[t],r=a[t];if(r){for(let t=0;e\u0026\u0026t\u003ce.length;++t)f(e[t],r);Object.entries(r).forEach(([e,t])=\u003e{Object.values(t||{}).forEach(t=\u003e{t[0]?.on\u0026\u0026t[0].context()instanceof o.y\u0026\u0026!t[0].listeners(e).includes(t[1])\u0026\u0026t[0].on(e,t[1])})})}}s.isolatedBacklog||delete a[t],s.backlog[t]=null,s.emit(\"drain-\"+t,[])}}function f(e,t){var r=e[1];Object.values(t[r]||{}).forEach(t=\u003e{var r=e[0];if(t[0]===r){var n=t[1],i=e[3],s=e[2];n.apply(i,s)}})}},1738:(e,t,r)=\u003e{\"use strict\";r.d(t,{U:()=\u003ef,Y:()=\u003el});var n=r(3241),i=r(9908),s=r(1863),o=r(944),a=r(3969),c=r(8362),d=r(860),u=r(4261);function l(e,t,r,s){const l=s||r;!l||l[e]\u0026\u0026l[e]!==c.d.prototype[e]||(l[e]=function(){(0,i.p)(a.xV,[\"API/\"+e+\"/called\"],void 0,d.K7.metrics,r.ee),(0,n.W)({drained:!!r.runtime?.activatedFeatures,type:\"data\",name:\"api\",feature:u.Pl+e,data:{}});try{return t.apply(this,arguments)}catch(e){(0,o.R)(23,e)}})}function f(e,t,r,n,o){const a=e.info;null===r?delete a.jsAttributes[t]:a.jsAttributes[t]=r,(o||null===r)\u0026\u0026(0,i.p)(u.Pl+n,[(0,s.t)(),t,r],void 0,\"session\",e.ee)}},1741:(e,t,r)=\u003e{\"use strict\";r.d(t,{W:()=\u003es});var n=r(944),i=r(4261);class s{#e(e,...t){if(this[e]!==s.prototype[e])return this[e](...t);(0,n.R)(35,e)}addPageAction(e,t){return this.#e(i.hG,e,t)}register(e){return this.#e(i.eY,e)}recordCustomEvent(e,t){return this.#e(i.fF,e,t)}setPageViewName(e,t){return this.#e(i.Fw,e,t)}setCustomAttribute(e,t,r){return this.#e(i.cD,e,t,r)}noticeError(e,t){return this.#e(i.o5,e,t)}setUserId(e,t=!1){return this.#e(i.Dl,e,t)}setApplicationVersion(e){return this.#e(i.nb,e)}setErrorHandler(e){return this.#e(i.bt,e)}addRelease(e,t){return this.#e(i.k6,e,t)}log(e,t){return this.#e(i.$9,e,t)}start(){return this.#e(i.d3)}finished(e){return this.#e(i.BL,e)}recordReplay(){return this.#e(i.CH)}pauseReplay(){return this.#e(i.Tb)}addToTrace(e){return this.#e(i.U2,e)}setCurrentRouteName(e){return this.#e(i.PA,e)}interaction(e){return this.#e(i.dT,e)}wrapLogger(e,t,r){return this.#e(i.Wb,e,t,r)}measure(e,t){return this.#e(i.V1,e,t)}consent(e){return this.#e(i.Pv,e)}}},1863:(e,t,r)=\u003e{\"use strict\";function n(){return Math.floor(performance.now())}r.d(t,{t:()=\u003en})},1910:(e,t,r)=\u003e{\"use strict\";r.d(t,{i:()=\u003es});var n=r(944);const i=new Map;function s(...e){return e.every(e=\u003e{if(i.has(e))return i.get(e);const t=\"function\"==typeof e?e.toString():\"\",r=t.includes(\"[native code]\"),s=t.includes(\"nrWrapper\");return r||s||(0,n.R)(64,e?.name||t),i.set(e,r),r})}},2555:(e,t,r)=\u003e{\"use strict\";r.d(t,{D:()=\u003ea,f:()=\u003eo});var n=r(384),i=r(8122);const s={beacon:n.NT.beacon,errorBeacon:n.NT.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0};function o(e){try{return!!e.licenseKey\u0026\u0026!!e.errorBeacon\u0026\u0026!!e.applicationID}catch(e){return!1}}const a=e=\u003e(0,i.a)(e,s)},2614:(e,t,r)=\u003e{\"use strict\";r.d(t,{BB:()=\u003eo,H3:()=\u003en,g:()=\u003ed,iL:()=\u003ec,tS:()=\u003ea,uh:()=\u003ei,wk:()=\u003es});const n=\"NRBA\",i=\"SESSION\",s=144e5,o=18e5,a={STARTED:\"session-started\",PAUSE:\"session-pause\",RESET:\"session-reset\",RESUME:\"session-resume\",UPDATE:\"session-update\"},c={SAME_TAB:\"same-tab\",CROSS_TAB:\"cross-tab\"},d={OFF:0,FULL:1,ERROR:2}},2646:(e,t,r)=\u003e{\"use strict\";r.d(t,{y:()=\u003en});class n{constructor(e){this.contextId=e}}},2843:(e,t,r)=\u003e{\"use strict\";r.d(t,{G:()=\u003es,u:()=\u003ei});var n=r(3878);function i(e,t=!1,r,i){(0,n.DD)(\"visibilitychange\",function(){if(t)return void(\"hidden\"===document.visibilityState\u0026\u0026e());e(document.visibilityState)},r,i)}function s(e,t,r){(0,n.sp)(\"pagehide\",e,t,r)}},3241:(e,t,r)=\u003e{\"use strict\";r.d(t,{W:()=\u003es});var n=r(6154);const i=\"newrelic\";function s(e={}){try{n.gm.dispatchEvent(new CustomEvent(i,{detail:e}))}catch(e){}}},3304:(e,t,r)=\u003e{\"use strict\";r.d(t,{A:()=\u003es});var n=r(7836);const i=()=\u003e{const e=new WeakSet;return(t,r)=\u003e{if(\"object\"==typeof r\u0026\u0026null!==r){if(e.has(r))return;e.add(r)}return r}};function s(e){try{return JSON.stringify(e,i())??\"\"}catch(e){try{n.ee.emit(\"internal-error\",[e])}catch(e){}return\"\"}}},3333:(e,t,r)=\u003e{\"use strict\";r.d(t,{$v:()=\u003eu,TZ:()=\u003en,Xh:()=\u003ec,Zp:()=\u003ei,kd:()=\u003ed,mq:()=\u003ea,nf:()=\u003eo,qN:()=\u003es});const n=r(860).K7.genericEvents,i=[\"auxclick\",\"click\",\"copy\",\"keydown\",\"paste\",\"scrollend\"],s=[\"focus\",\"blur\"],o=4,a=1e3,c=2e3,d=[\"PageAction\",\"UserAction\",\"BrowserPerformance\"],u={RESOURCES:\"experimental.resources\",REGISTER:\"register\"}},3434:(e,t,r)=\u003e{\"use strict\";r.d(t,{Jt:()=\u003eo,YM:()=\u003eu});var n=r(7836),i=r(5607),s=r(5732);const o=\"nr@original:\".concat(i.W),a=50;var c=Object.prototype.hasOwnProperty,d=!1;function u(e,t,r){return e||(e=n.ee),i.inPlace=function(e,t,r,n,s,o){r||(r=\"\");const a=\"-\"===r.charAt(0);for(let c=0;c\u003ct.length;c++){const d=t[c],u=e[d];f(u)||(e[d]=i(u,a?d+r:r,n,d,s,o))}},i.flag=o,i;function i(t,n,i,d,h,p){return f(t)?t:(n||(n=\"\"),nrWrapper[o]=t,function(e,t,r){if(Object.defineProperty\u0026\u0026Object.keys)try{return Object.keys(e).forEach(function(r){Object.defineProperty(t,r,{get:function(){return e[r]},set:function(t){return e[r]=t,t}})}),t}catch(e){l([e],r)}for(var n in e)c.call(e,n)\u0026\u0026(t[n]=e[n])}(t,nrWrapper,e),nrWrapper);function nrWrapper(){var o,c,f,g;let m,v;try{c=this,o=[...arguments],v=p?(0,s.$5)(r):[void 0],f=\"function\"==typeof i?i(o,c):i||{}}catch(t){l([t,\"\",[o,c,d],f],e)}u(n+\"start\",[o,c,d,v],f,h);const y=performance.now();let b;try{return g=t.apply(c,o),b=performance.now(),g}catch(e){throw b=performance.now(),u(n+\"err\",[o,c,e,v],f,h),m=e,m}finally{const e=b-y,t={start:y,end:b,duration:e,isLongTask:e\u003e=a,methodName:d,thrownError:m};t.isLongTask\u0026\u0026u(\"long-task\",[t,c,v],f,h),u(n+\"end\",[o,c,g,v],f,h)}}}function u(r,n,i,s){if(!d||t){var o=d;d=!0;try{e.emit(r,n,i,t,s)}catch(t){l([t,r,n,i],e)}d=o}}}function l(e,t){t||(t=n.ee);try{t.emit(\"internal-error\",e)}catch(e){}}function f(e){return!(e\u0026\u0026\"function\"==typeof e\u0026\u0026e.apply\u0026\u0026!e[o])}},3606:(e,t,r)=\u003e{\"use strict\";r.d(t,{i:()=\u003es});var n=r(9908);s.on=o;var i=s.handlers={};function s(e,t,r,s){o(s||n.d,i,e,t,r)}function o(e,t,r,i,s){s||(s=\"feature\"),e||(e=n.d);var o=t[s]=t[s]||{};(o[r]=o[r]||[]).push([e,i])}},3738:(e,t,r)=\u003e{\"use strict\";r.d(t,{He:()=\u003ei,Kp:()=\u003ea,Lc:()=\u003ed,Rz:()=\u003eu,TZ:()=\u003en,bD:()=\u003es,d3:()=\u003eo,jx:()=\u003el,sl:()=\u003ef,uP:()=\u003ec});const n=r(860).K7.sessionTrace,i=\"bstResource\",s=\"resource\",o=\"-start\",a=\"-end\",c=\"fn\"+o,d=\"fn\"+a,u=\"pushState\",l=1e3,f=3e4},3785:(e,t,r)=\u003e{\"use strict\";r.d(t,{R:()=\u003ec,b:()=\u003ed});var n=r(9908),i=r(1863),s=r(860),o=r(3969),a=r(993);function c(e,t,r={},c=a.p_.INFO,d=!0,u,l=(0,i.t)()){(0,n.p)(o.xV,[\"API/logging/\".concat(c.toLowerCase(),\"/called\")],void 0,s.K7.metrics,e),(0,n.p)(a.ET,[l,t,r,c,d,u],void 0,s.K7.logging,e)}function d(e){return\"string\"==typeof e\u0026\u0026Object.values(a.p_).some(t=\u003et===e.toUpperCase().trim())}},3878:(e,t,r)=\u003e{\"use strict\";function n(e,t){return{capture:e,passive:!1,signal:t}}function i(e,t,r=!1,i){window.addEventListener(e,t,n(r,i))}function s(e,t,r=!1,i){document.addEventListener(e,t,n(r,i))}r.d(t,{DD:()=\u003es,jT:()=\u003en,sp:()=\u003ei})},3962:(e,t,r)=\u003e{\"use strict\";r.d(t,{AM:()=\u003eo,O2:()=\u003el,OV:()=\u003es,Qu:()=\u003ef,TZ:()=\u003ec,ih:()=\u003eh,pP:()=\u003ea,t1:()=\u003eu,tC:()=\u003ei,wD:()=\u003ed});var n=r(860);const i=[\"click\",\"keydown\",\"submit\"],s=\"popstate\",o=\"api\",a=\"initialPageLoad\",c=n.K7.softNav,d=5e3,u=500,l={INITIAL_PAGE_LOAD:\"\",ROUTE_CHANGE:1,UNSPECIFIED:2},f={INTERACTION:1,AJAX:2,CUSTOM_END:3,CUSTOM_TRACER:4},h={IP:\"in progress\",PF:\"pending finish\",FIN:\"finished\",CAN:\"cancelled\"}},3969:(e,t,r)=\u003e{\"use strict\";r.d(t,{TZ:()=\u003en,XG:()=\u003ea,rs:()=\u003ei,xV:()=\u003eo,z_:()=\u003es});const n=r(860).K7.metrics,i=\"sm\",s=\"cm\",o=\"storeSupportabilityMetrics\",a=\"storeEventMetrics\"},4234:(e,t,r)=\u003e{\"use strict\";r.d(t,{W:()=\u003ei});var n=r(1687);class i{constructor(e,t){this.agentRef=e,this.ee=e?.ee,this.featureName=t,this.blocked=!1}deregisterDrain(){(0,n.x3)(this.agentRef,this.featureName)}}},4261:(e,t,r)=\u003e{\"use strict\";r.d(t,{$9:()=\u003eu,BL:()=\u003ec,CH:()=\u003ep,Dl:()=\u003eR,Fw:()=\u003ew,PA:()=\u003ev,Pl:()=\u003en,Pv:()=\u003ex,Tb:()=\u003ef,U2:()=\u003eo,V1:()=\u003eA,Wb:()=\u003eT,bt:()=\u003eb,cD:()=\u003ey,d3:()=\u003eE,dT:()=\u003ed,eY:()=\u003eg,fF:()=\u003eh,hG:()=\u003es,hw:()=\u003ei,k6:()=\u003ea,nb:()=\u003em,o5:()=\u003el});const n=\"api-\",i=n+\"ixn-\",s=\"addPageAction\",o=\"addToTrace\",a=\"addRelease\",c=\"finished\",d=\"interaction\",u=\"log\",l=\"noticeError\",f=\"pauseReplay\",h=\"recordCustomEvent\",p=\"recordReplay\",g=\"register\",m=\"setApplicationVersion\",v=\"setCurrentRouteName\",y=\"setCustomAttribute\",b=\"setErrorHandler\",w=\"setPageViewName\",R=\"setUserId\",E=\"start\",T=\"wrapLogger\",A=\"measure\",x=\"consent\"},5205:(e,t,r)=\u003e{\"use strict\";r.d(t,{j:()=\u003ex});var n=r(384),i=r(1741);var s=r(2555),o=r(3333);const a=e=\u003e{if(!e||\"string\"!=typeof e)return!1;try{document.createDocumentFragment().querySelector(e)}catch{return!1}return!0};var c=r(2614),d=r(944),u=r(8122);const l=\"[data-nr-mask]\",f=e=\u003e(0,u.a)(e,(()=\u003e{const e={feature_flags:[],experimental:{register:!1,resources:!1},mask_selector:\"*\",block_selector:\"[data-nr-block]\",mask_input_options:{color:!1,date:!1,\"datetime-local\":!1,email:!1,month:!1,number:!1,range:!1,search:!1,tel:!1,text:!1,time:!1,url:!1,week:!1,textarea:!1,select:!1,password:!0}};return{ajax:{deny_list:void 0,block_internal:!0,enabled:!0,autoStart:!0},api:{register:{get enabled(){return e.feature_flags.includes(o.$v.REGISTER)||e.experimental.register},set enabled(t){e.experimental.register=t},duplicate_data_to_container:!1}},browser_consent_mode:{enabled:!1},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},get feature_flags(){return e.feature_flags},set feature_flags(t){e.feature_flags=t},generic_events:{enabled:!0,autoStart:!0},harvest:{interval:30},jserrors:{enabled:!0,autoStart:!0},logging:{enabled:!0,autoStart:!0},metrics:{enabled:!0,autoStart:!0},obfuscate:void 0,page_action:{enabled:!0},page_view_event:{enabled:!0,autoStart:!0},page_view_timing:{enabled:!0,autoStart:!0},performance:{capture_marks:!1,capture_measures:!1,capture_detail:!0,resources:{get enabled(){return e.feature_flags.includes(o.$v.RESOURCES)||e.experimental.resources},set enabled(t){e.experimental.resources=t},asset_types:[],first_party_domains:[],ignore_newrelic:!0}},privacy:{cookies_enabled:!0},proxy:{assets:void 0,beacon:void 0},session:{expiresMs:c.wk,inactiveMs:c.BB},session_replay:{autoStart:!0,enabled:!1,preload:!1,sampling_rate:10,error_sampling_rate:100,collect_fonts:!1,inline_images:!1,fix_stylesheets:!0,mask_all_inputs:!0,get mask_text_selector(){return e.mask_selector},set mask_text_selector(t){a(t)?e.mask_selector=\"\".concat(t,\",\").concat(l):\"\"===t||null===t?e.mask_selector=l:(0,d.R)(5,t)},get block_class(){return\"nr-block\"},get ignore_class(){return\"nr-ignore\"},get mask_text_class(){return\"nr-mask\"},get block_selector(){return e.block_selector},set block_selector(t){a(t)?e.block_selector+=\",\".concat(t):\"\"!==t\u0026\u0026(0,d.R)(6,t)},get mask_input_options(){return e.mask_input_options},set mask_input_options(t){t\u0026\u0026\"object\"==typeof t?e.mask_input_options={...t,password:!0}:(0,d.R)(7,t)}},session_trace:{enabled:!0,autoStart:!0},soft_navigations:{enabled:!0,autoStart:!0},ssl:void 0,user_actions:{enabled:!0,elementAttributes:[\"id\",\"className\",\"tagName\",\"type\"]}}})());var h=r(6154),p=r(9324);let g=0;const m={buildEnv:p.F3,distMethod:p.Xs,version:p.xv,originTime:h.WN},v={consented:!1},y={activatedFeatures:void 0,appMetadata:{},configured:!1,get consented(){return this.session?.state?.consent||v.consented},set consented(e){v.consented=e},customTransaction:void 0,denyList:[],disabled:!1,drainRegistry:new Map,harvester:void 0,isolatedBacklog:!1,isRecording:!1,loaderType:void 0,maxBytes:3e4,obfuscator:void 0,onerror:void 0,ptid:void 0,releaseIds:{},session:void 0,timeKeeper:void 0,registeredEntities:[],jsAttributesMetadata:{bytes:0},get harvestCount(){return++g}},b=e=\u003e{const t=(0,u.a)(e,y),r=Object.keys(m).reduce((e,t)=\u003e(e[t]={value:m[t],writable:!1,configurable:!0,enumerable:!0},e),{});return Object.defineProperties(t,r)},w=e=\u003e{const t=e.startsWith(\"http\");e+=\"/\",r.p=t?e:\"https://\"+e};var R=r(7836),E=r(3241);const T={accountID:void 0,trustKey:void 0,agentID:void 0,licenseKey:void 0,applicationID:void 0,xpid:void 0},A=e=\u003e(0,u.a)(e,T);function x(e,t={},r,o){let{init:a,info:c,loader_config:d,runtime:u={},exposed:l=!0}=t;if(!c){const e=(0,n.pV)();a=e.init,c=e.info,d=e.loader_config}e.init=f(a||{}),e.loader_config=A(d||{}),c.jsAttributes??={},h.bv\u0026\u0026(c.jsAttributes.isWorker=!0),e.info=(0,s.D)(c);const p=e.init;e.runtime??=b(u),p.proxy.assets\u0026\u0026w(p.proxy.assets),e.runtime.configured||(Object.defineProperty(e,\"beacons\",{get:()=\u003e[e.info.beacon,e.info.errorBeacon,e.init.proxy.assets,e.init.proxy.beacon].filter(Boolean)}),Object.defineProperty(e.runtime,\"denyList\",{get:()=\u003e[...e.init.ajax.deny_list||[],...e.init.ajax.block_internal?e.beacons:[]]}),e.runtime.ptid=e.agentIdentifier,function(e){const t=(0,n.pV)();Object.getOwnPropertyNames(i.W.prototype).forEach(r=\u003e{const n=i.W.prototype[r];if(\"function\"!=typeof n||\"constructor\"===n)return;let s=t[r];e[r]\u0026\u0026!1!==e.exposed\u0026\u0026\"micro-agent\"!==e.runtime?.loaderType\u0026\u0026(t[r]=(...t)=\u003e{const n=e[r](...t);return s?s(...t):n})})}(e),e.runtime.loaderType=r,e.ee=R.ee.get(e.agentIdentifier),e.exposed=l,(0,E.W)({drained:!!e.runtime.activatedFeatures,type:\"lifecycle\",name:\"initialize\",feature:void 0,data:e.config}),e.runtime.configured=!0)}},5270:(e,t,r)=\u003e{\"use strict\";r.d(t,{Aw:()=\u003eo,SR:()=\u003es,rF:()=\u003ea});var n=r(384),i=r(7767);function s(e){return!!(0,n.dV)().o.MO\u0026\u0026(0,i.V)(e)\u0026\u0026!0===e?.session_trace.enabled}function o(e){return!0===e?.session_replay.preload\u0026\u0026s(e)}function a(e,t){try{if(\"string\"==typeof t?.type){if(\"password\"===t.type.toLowerCase())return\"*\".repeat(e?.length||0);if(void 0!==t?.dataset?.nrUnmask||t?.classList?.contains(\"nr-unmask\"))return e}}catch(e){}return\"string\"==typeof e?e.replace(/[\\S]/g,\"*\"):\"*\".repeat(e?.length||0)}},5289:(e,t,r)=\u003e{\"use strict\";r.d(t,{GG:()=\u003eo,Qr:()=\u003ec,sB:()=\u003ea});var n=r(3878),i=r(6389);function s(){return\"undefined\"==typeof document||\"complete\"===document.readyState}function o(e,t){if(s())return e();const r=(0,i.J)(e),o=setInterval(()=\u003e{s()\u0026\u0026(clearInterval(o),r())},500);(0,n.sp)(\"load\",r,t)}function a(e){if(s())return e();(0,n.DD)(\"DOMContentLoaded\",e)}function c(e){if(s())return e();(0,n.sp)(\"popstate\",e)}},5607:(e,t,r)=\u003e{\"use strict\";r.d(t,{W:()=\u003en});const n=(0,r(9566).bz)()},5732:(e,t,r)=\u003e{\"use strict\";r.d(t,{$5:()=\u003eu,B5:()=\u003ed,Ms:()=\u003es,Ux:()=\u003ea,YA:()=\u003ec,fQ:()=\u003ei,yx:()=\u003eo});var n=r(7508);const i={MFE:\"MFE\",BA:\"BA\"};function s(e,t){if(!e||!t?.init.api.register.enabled)return[];const r=t.runtime.registeredEntities;return r?.filter(t=\u003eString(t.metadata.target.id)===String(e)).map(e=\u003ee.metadata.target)||[]}function o(e,t){if(!e||!t?.init.api.register.enabled)return[];const r=t.runtime.registeredEntities;return r?.filter(t=\u003et.metadata.timings?.asset?.endsWith(e)).map(e=\u003ee.metadata.target)||[]}function a(e,t){if(!l(t))return{};const r=t.agentRef.runtime.appMetadata.agents[0].entityGuid;return e?e.attributes:{\"entity.guid\":r,appId:t.agentRef.info.applicationID}}function c(e,t){return d(e,t)?{\"child.id\":e.id,\"child.type\":e.type,...a(void 0,t)}:{}}function d(e,t){return!!e\u0026\u0026!!l(t)\u0026\u0026t.agentRef.init.api.register.duplicate_data_to_container}function u(e){if(!e?.init.api.register.enabled)return[void 0];const t=[];try{var r=(0,n.AZ)((0,n.QL)());let i=r.length-1;for(;r[i];)t.push(...o(r[i--],e))}catch(e){}return t.length||t.push(void 0),t}function l(e){return 2===e?.harvestEndpointVersion}},6154:(e,t,r)=\u003e{\"use strict\";r.d(t,{OF:()=\u003ed,RI:()=\u003ei,WN:()=\u003ef,bv:()=\u003es,gm:()=\u003eo,lR:()=\u003el,m:()=\u003ec,mw:()=\u003ea,sb:()=\u003eu,zk:()=\u003eh});var n=r(1863);const i=\"undefined\"!=typeof window\u0026\u0026!!window.document,s=\"undefined\"!=typeof WorkerGlobalScope\u0026\u0026(\"undefined\"!=typeof self\u0026\u0026self instanceof WorkerGlobalScope\u0026\u0026self.navigator instanceof WorkerNavigator||\"undefined\"!=typeof globalThis\u0026\u0026globalThis instanceof WorkerGlobalScope\u0026\u0026globalThis.navigator instanceof WorkerNavigator),o=i?window:\"undefined\"!=typeof WorkerGlobalScope\u0026\u0026(\"undefined\"!=typeof self\u0026\u0026self instanceof WorkerGlobalScope\u0026\u0026self||\"undefined\"!=typeof globalThis\u0026\u0026globalThis instanceof WorkerGlobalScope\u0026\u0026globalThis),a=Boolean(\"hidden\"===o?.document?.visibilityState),c=\"\"+o?.location,d=/iPad|iPhone|iPod/.test(o.navigator?.userAgent),u=d\u0026\u0026\"undefined\"==typeof SharedWorker,l=(()=\u003e{const e=o.navigator?.userAgent?.match(/Firefox[/\\s](\\d+\\.\\d+)/);return Array.isArray(e)\u0026\u0026e.length\u003e=2?+e[1]:0})(),f=Date.now()-(0,n.t)(),h=()=\u003e{const e=o?.performance?.getEntriesByType?.(\"navigation\")?.[0];if(e\u0026\u0026e.responseStart\u003e0\u0026\u0026e.responseStart\u003co.performance.now())return e}},6344:(e,t,r)=\u003e{\"use strict\";r.d(t,{BB:()=\u003eu,Qb:()=\u003el,TZ:()=\u003ei,Ug:()=\u003eo,Vh:()=\u003es,_s:()=\u003ea,bc:()=\u003ed,yP:()=\u003ec});var n=r(2614);const i=r(860).K7.sessionReplay,s=\"errorDuringReplay\",o=.12,a={DomContentLoaded:0,Load:1,FullSnapshot:2,IncrementalSnapshot:3,Meta:4,Custom:5},c={[n.g.ERROR]:15e3,[n.g.FULL]:3e5,[n.g.OFF]:0},d={RESET:{message:\"Session was reset\",sm:\"Reset\"},IMPORT:{message:\"Recorder failed to import\",sm:\"Import\"},TOO_MANY:{message:\"429: Too Many Requests\",sm:\"Too-Many\"},TOO_BIG:{message:\"Payload was too large\",sm:\"Too-Big\"},CROSS_TAB:{message:\"Session Entity was set to OFF on another tab\",sm:\"Cross-Tab\"},ENTITLEMENTS:{message:\"Session Replay is not allowed and will not be started\",sm:\"Entitlement\"}},u=5e3,l={API:\"api\",RESUME:\"resume\",SWITCH_TO_FULL:\"switchToFull\",INITIALIZE:\"initialize\",PRELOAD:\"preload\"}},6389:(e,t,r)=\u003e{\"use strict\";function n(e,t=500,r={}){const n=r?.leading||!1;let i;return(...r)=\u003e{n\u0026\u0026void 0===i\u0026\u0026(e.apply(this,r),i=setTimeout(()=\u003e{i=clearTimeout(i)},t)),n||(clearTimeout(i),i=setTimeout(()=\u003e{e.apply(this,r)},t))}}function i(e){let t=!1;return(...r)=\u003e{t||(t=!0,e.apply(this,r))}}r.d(t,{J:()=\u003ei,s:()=\u003en})},6630:(e,t,r)=\u003e{\"use strict\";r.d(t,{T:()=\u003en});const n=r(860).K7.pageViewEvent},6774:(e,t,r)=\u003e{\"use strict\";r.d(t,{T:()=\u003en});const n=r(860).K7.jserrors},7295:(e,t,r)=\u003e{\"use strict\";r.d(t,{Xv:()=\u003eo,gX:()=\u003ei,iW:()=\u003es});var n=[];function i(e){if(!e||s(e))return!1;if(0===n.length)return!0;if(\"*\"===n[0].hostname)return!1;for(var t=0;t\u003cn.length;t++){var r=n[t];if(r.hostname.test(e.hostname)\u0026\u0026r.pathname.test(e.pathname))return!1}return!0}function s(e){return void 0===e.hostname}function o(e){if(n=[],e\u0026\u0026e.length)for(var t=0;t\u003ce.length;t++){let r=e[t];if(!r)continue;if(\"*\"===r)return void(n=[{hostname:\"*\"}]);0===r.indexOf(\"http://\")?r=r.substring(7):0===r.indexOf(\"https://\")\u0026\u0026(r=r.substring(8));const i=r.indexOf(\"/\");let s,o;i\u003e0?(s=r.substring(0,i),o=r.substring(i)):(s=r,o=\"*\");let[c]=s.split(\":\");n.push({hostname:a(c),pathname:a(o,!0)})}}function a(e,t=!1){const r=e.replace(/[.+?^${}()|[\\]\\\\]/g,e=\u003e\"\\\\\"+e).replace(/\\*/g,\".*?\");return new RegExp((t?\"^\":\"\")+r+\"$\")}},7485:(e,t,r)=\u003e{\"use strict\";r.d(t,{D:()=\u003ei});var n=r(6154);function i(e){if(0===(e||\"\").indexOf(\"data:\"))return{protocol:\"data\"};try{const t=new URL(e,location.href),r={port:t.port,hostname:t.hostname,pathname:t.pathname,search:t.search,protocol:t.protocol.slice(0,t.protocol.indexOf(\":\")),sameOrigin:t.protocol===n.gm?.location?.protocol\u0026\u0026t.host===n.gm?.location?.host};return r.port\u0026\u0026\"\"!==r.port||(\"http:\"===t.protocol\u0026\u0026(r.port=\"80\"),\"https:\"===t.protocol\u0026\u0026(r.port=\"443\")),r.pathname\u0026\u0026\"\"!==r.pathname?r.pathname.startsWith(\"/\")||(r.pathname=\"/\".concat(r.pathname)):r.pathname=\"/\",r}catch(e){return{}}}},7508:(e,t,r)=\u003e{\"use strict\";r.d(t,{AZ:()=\u003eg,Qr:()=\u003eb,QL:()=\u003em});var n=r(6154),i=r(1863),s=r(9119),o=r(7866);class a{dom=new c;performance=new c;constructor(e){this.url=e}get script(){const e=Math.max(this.dom.start,this.performance.end);return{start:e,end:Math.max(this.dom.end,this.performance.end,e)}}}class c{start=0;end=0;value=void 0}let d;try{d=g(m())[0]}catch(e){d=g(e)[0]}const u=e=\u003e\"script\"===e.initiatorType||[\"link\",\"fetch\"].includes(e.initiatorType)\u0026\u0026e.name.endsWith(\".js\"),l=new Map;let f=[];function h(e){return l.get(e)}function p(e){const t=h(e);if(t)return t;const r=new a(e);if(l.set(e,r),l.size\u003e1e3){const e=l.keys().next().value;l.delete(e)}return r}if(n.gm.MutationObserver\u0026\u0026n.gm.document){new MutationObserver(e=\u003e{e.forEach(e=\u003e{e.addedNodes.forEach(e=\u003e{if(\"SCRIPT\"===e.nodeName\u0026\u0026e.src){const t=p((0,s.L)(e.src));t.dom.start=(0,i.t)(),t.dom.value=e;const r=()=\u003e{t.dom.end=(0,i.t)()};[\"load\",\"error\"].forEach(t=\u003ee.addEventListener(t,r,{once:!0}))}})})}).observe(n.gm.document,{childList:!0,subtree:!0})}if(n.gm.PerformanceObserver?.supportedEntryTypes.includes(\"resource\")){new PerformanceObserver(e=\u003e{e.getEntries().filter(u).forEach(e=\u003e{const t=p((0,s.L)(e.name));t.performance.start=Math.floor(e.startTime),t.performance.end=Math.floor(e.responseEnd),t.performance.value=e;const r=[];f.forEach(({test:t,addedAt:n},s)=\u003e{(t(e)||(0,i.t)()-n\u003e1e4)\u0026\u0026r.push(s)}),f=f.filter((e,t)=\u003e!r.includes(t))})}).observe({type:\"resource\",buffered:!0})}function g(e){if(!e||\"string\"!=typeof e)return[];const t=new Set,r=e.split(\"\\n\");for(const e of r){const r=e.match(o.cn)||e.match(o.hB)||e.match(o.fL);if(r\u0026\u0026r[2])t.add((0,s.L)(r[2]));else{const r=e.match(/\\(([^)]+\\.js):\\d+:\\d+\\)/)||e.match(/^\\s+at\\s+([^\\s(]+\\.js):\\d+:\\d+/);r\u0026\u0026r[1]\u0026\u0026t.add((0,s.L)(r[1]))}}return[...t]}function m(){let e;try{const t=Error.stackTraceLimit;Error.stackTraceLimit=50,e=(new Error).stack,Error.stackTraceLimit=t}catch(t){e=(new Error).stack}return e}function v(e,t){return(0,s.L)(e.name)===t}function y(e,t){e.fetchStart=Math.floor(t.startTime),e.fetchEnd=Math.floor(t.responseEnd),e.asset=t.name,e.type=t.initiatorType}function b(){const e={registeredAt:(0,i.t)(),reportedAt:void 0,fetchStart:0,fetchEnd:0,scriptStart:0,scriptEnd:0,asset:void 0,type:\"unknown\"},t=m();if(!t)return e;const r=n.gm.performance?.getEntriesByType(\"navigation\")?.[0]?.name||\"\";try{const o=g(t),a=(o.length\u003e1?o.filter(e=\u003ed!==e):o)[0];if(!a)return e;if(r.includes(a))return e.asset=(0,s.L)(r),e.type=\"inline\",e;e.correlation=h(a);const c=e.correlation?.performance.value||performance.getEntriesByType(\"resource\").find(e=\u003ev(e,a));c?y(e,c):function(e){if(!e||!n.gm.document)return!1;try{const t=n.gm.document.querySelectorAll('link[rel=\"preload\"][as=\"script\"]');for(const r of t)if((0,s.L)(r.href)===e)return!0}catch(e){}return!1}(a)\u0026\u0026(e.asset=a,e.type=\"preload\",f.push({addedAt:(0,i.t)(),test:t=\u003e!!v(t,a)\u0026\u0026(y(e,t),!0)})),Object.defineProperty(e,\"scriptStart\",{get:()=\u003ee.correlation?.script.start||e.fetchEnd}),Object.defineProperty(e,\"scriptEnd\",{get:()=\u003ee.correlation?.script.end||e.registeredAt})}catch(e){}return e}},7699:(e,t,r)=\u003e{\"use strict\";r.d(t,{It:()=\u003es,KC:()=\u003ea,No:()=\u003ei,qh:()=\u003eo});var n=r(860);const i=16e3,s=1e6,o=\"SESSION_ERROR\",a={[n.K7.logging]:!0,[n.K7.genericEvents]:!0,[n.K7.jserrors]:!0,[n.K7.ajax]:!0}},7767:(e,t,r)=\u003e{\"use strict\";r.d(t,{V:()=\u003ei});var n=r(6154);const i=e=\u003en.RI\u0026\u0026!0===e?.privacy.cookies_enabled},7836:(e,t,r)=\u003e{\"use strict\";r.d(t,{P:()=\u003ea,ee:()=\u003ec});var n=r(384),i=r(8990),s=r(2646),o=r(5607);const a=\"nr@context:\".concat(o.W),c=function e(t,r){var n={},o={},u={},l=!1;try{l=16===r.length\u0026\u0026d.initializedAgents?.[r]?.runtime.isolatedBacklog}catch(e){}var f={on:p,addEventListener:p,removeEventListener:function(e,t){var r=n[e];if(!r)return;for(var i=0;i\u003cr.length;i++)r[i]===t\u0026\u0026r.splice(i,1)},emit:function(e,r,n,i,s){!1!==s\u0026\u0026(s=!0);if(c.aborted\u0026\u0026!i)return;t\u0026\u0026s\u0026\u0026t.emit(e,r,n);var a=h(n);g(e).forEach(e=\u003e{e.apply(a,r)});var d=v()[o[e]];d\u0026\u0026d.push([f,e,r,a]);return a},get:m,listeners:g,context:h,buffer:function(e,t){const r=v();if(t=t||\"feature\",f.aborted)return;Object.entries(e||{}).forEach(([e,n])=\u003e{o[n]=t,t in r||(r[t]=[])})},abort:function(){f._aborted=!0,Object.keys(f.backlog).forEach(e=\u003e{delete f.backlog[e]})},isBuffering:function(e){return!!v()[o[e]]},debugId:r,backlog:l?{}:t\u0026\u0026\"object\"==typeof t.backlog?t.backlog:{},isolatedBacklog:l};return Object.defineProperty(f,\"aborted\",{get:()=\u003e{let e=f._aborted||!1;return e||(t\u0026\u0026(e=t.aborted),e)}}),f;function h(e){return e\u0026\u0026e instanceof s.y?e:e?(0,i.I)(e,a,()=\u003enew s.y(a)):new s.y(a)}function p(e,t){n[e]=g(e).concat(t)}function g(e){return n[e]||[]}function m(t){return u[t]=u[t]||e(f,t)}function v(){return f.backlog}}(void 0,\"globalEE\"),d=(0,n.Zm)();d.ee||(d.ee=c)},7866:(e,t,r)=\u003e{\"use strict\";r.d(t,{Nc:()=\u003es,cn:()=\u003ea,fL:()=\u003ei,h3:()=\u003en,hB:()=\u003eo});const n=/function (.+?)\\s*\\(/,i=/^\\s*at .+ \\(eval at \\S+ \\((?:(?:file|http|https):[^)]+)?\\)(?:, [^:]*:\\d+:\\d+)?\\)$/i,s=/^\\s*at Function code \\(Function code:\\d+:\\d+\\)\\s*/i,o=/^\\s*at (?:((?:\\[object object\\])?(?:[^(]*\\([^)]*\\))*[^()]*(?: \\[as \\S+\\])?) )?\\(?((?:file|http|https|chrome-extension):.*?)?:(\\d+)(?::(\\d+))?\\)?\\s*$/i,a=/^\\s*(?:([^@]*)(?:\\(.*?\\))?@)?((?:file|http|https|chrome|safari-extension).*?):(\\d+)(?::(\\d+))?\\s*$/i},8122:(e,t,r)=\u003e{\"use strict\";r.d(t,{a:()=\u003ei});var n=r(944);function i(e,t){try{if(!e||\"object\"!=typeof e)return(0,n.R)(3);if(!t||\"object\"!=typeof t)return(0,n.R)(4);const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),s=0===Object.keys(r).length?e:r;for(let o in s)if(void 0!==e[o])try{if(null===e[o]){r[o]=null;continue}Array.isArray(e[o])\u0026\u0026Array.isArray(t[o])?r[o]=Array.from(new Set([...e[o],...t[o]])):e[o]instanceof Map||e[o]instanceof Set||e[o]instanceof Date||e[o]instanceof RegExp?r[o]=e[o]:\"object\"==typeof e[o]\u0026\u0026\"object\"==typeof t[o]?r[o]=i(e[o],t[o]):r[o]=e[o]}catch(e){r[o]||(0,n.R)(1,e)}return r}catch(e){(0,n.R)(2,e)}}},8139:(e,t,r)=\u003e{\"use strict\";r.d(t,{u:()=\u003ef});var n=r(7836),i=r(3434),s=r(8990),o=r(6154);const a={},c=o.gm.XMLHttpRequest,d=\"addEventListener\",u=\"removeEventListener\",l=\"nr@wrapped:\".concat(n.P);function f(e){var t=function(e){return(e||n.ee).get(\"events\")}(e);if(a[t.debugId]++)return t;a[t.debugId]=1;var r=(0,i.YM)(t,!0);function f(e){r.inPlace(e,[d,u],\"-\",p)}function p(e,t){return e[1]}return\"getPrototypeOf\"in Object\u0026\u0026(o.RI\u0026\u0026h(document,f),c\u0026\u0026h(c.prototype,f),h(o.gm,f)),t.on(d+\"-start\",function(e,t){var n=e[1];if(null!==n\u0026\u0026(\"function\"==typeof n||\"object\"==typeof n)\u0026\u0026\"newrelic\"!==e[0]){var i=(0,s.I)(n,l,function(){var e={object:function(){if(\"function\"!=typeof n.handleEvent)return;return n.handleEvent.apply(n,arguments)},function:n}[typeof n];return e?r(e,\"fn-\",null,e.name||\"anonymous\"):n});this.wrapped=e[1]=i}}),t.on(u+\"-start\",function(e){e[1]=this.wrapped||e[1]}),t}function h(e,t,...r){let n=e;for(;\"object\"==typeof n\u0026\u0026!Object.prototype.hasOwnProperty.call(n,d);)n=Object.getPrototypeOf(n);n\u0026\u0026t(n,...r)}},8362:(e,t,r)=\u003e{\"use strict\";r.d(t,{d:()=\u003es});var n=r(9566),i=r(1741);class s extends i.W{agentIdentifier=(0,n.LA)(16)}},8374:(e,t,r)=\u003e{r.nc=(()=\u003e{try{return document?.currentScript?.nonce}catch(e){}return\"\"})()},8990:(e,t,r)=\u003e{\"use strict\";r.d(t,{I:()=\u003ei});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty\u0026\u0026Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},9119:(e,t,r)=\u003e{\"use strict\";r.d(t,{L:()=\u003es});var n=/([^?#]*)[^#]*(#[^?]*|$).*/,i=/([^?#]*)().*/;function s(e,t){return e?e.replace(t?n:i,\"$1$2\"):e}},9300:(e,t,r)=\u003e{\"use strict\";r.d(t,{T:()=\u003en,f:()=\u003ei});const n=r(860).K7.ajax,i=\"ajaxRequest.id\"},9324:(e,t,r)=\u003e{\"use strict\";r.d(t,{AJ:()=\u003eo,F3:()=\u003ei,Xs:()=\u003es,Yq:()=\u003ea,xv:()=\u003en});const n=\"1.315.0\",i=\"PROD\",s=\"CDN\",o=\"@newrelic/rrweb\",a=\"1.1.0\"},9566:(e,t,r)=\u003e{\"use strict\";r.d(t,{LA:()=\u003ea,ZF:()=\u003ec,bz:()=\u003eo,el:()=\u003ed});var n=r(6154);const i=\"xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx\";function s(e,t){return e?15\u0026e[t]:16*Math.random()|0}function o(){const e=n.gm?.crypto||n.gm?.msCrypto;let t,r=0;return e\u0026\u0026e.getRandomValues\u0026\u0026(t=e.getRandomValues(new Uint8Array(30))),i.split(\"\").map(e=\u003e\"x\"===e?s(t,r++).toString(16):\"y\"===e?(3\u0026s()|8).toString(16):e).join(\"\")}function a(e){const t=n.gm?.crypto||n.gm?.msCrypto;let r,i=0;t\u0026\u0026t.getRandomValues\u0026\u0026(r=t.getRandomValues(new Uint8Array(e)));const o=[];for(var a=0;a\u003ce;a++)o.push(s(r,i++).toString(16));return o.join(\"\")}function c(){return a(16)}function d(){return a(32)}},9908:(e,t,r)=\u003e{\"use strict\";r.d(t,{d:()=\u003en,p:()=\u003ei});var n=r(7836).ee.get(\"handle\");function i(e,t,r,i,s){s?(s.buffer([e],i),s.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var s=n[e]={exports:{}};return r[e](s,s.exports,i),s.exports}i.m=r,i.d=(e,t)=\u003e{for(var r in t)i.o(t,r)\u0026\u0026!i.o(e,r)\u0026\u0026Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=\u003ePromise.all(Object.keys(i.f).reduce((t,r)=\u003e(i.f[r](e,t),t),[])),i.u=e=\u003e({212:\"nr-spa-compressor\",249:\"nr-spa-recorder\",478:\"nr-spa\"}[e]+\"-1.315.0.min.js\"),i.o=(e,t)=\u003eObject.prototype.hasOwnProperty.call(e,t),e={},t=\"NRBA-1.315.0.PROD:\",i.l=(r,n,s,o)=\u003e{if(e[r])e[r].push(n);else{var a,c;if(void 0!==s)for(var d=document.getElementsByTagName(\"script\"),u=0;u\u003cd.length;u++){var l=d[u];if(l.getAttribute(\"src\")==r||l.getAttribute(\"data-webpack\")==t+s){a=l;break}}if(!a){c=!0;var f={478:\"sha512-JAuqU4A/wEHgBZGJFOjJXJG7xVo77qqjjb/pmkYwe33sZJQfwMblA/H7O6IQIp99MNRaqQ9ztp6hhTDdcDcKhw==\",249:\"sha512-GrB7Qfru6lPrPix0+Hggx+Eda7UdJXdV43hgOin6/SJwymitXgXKibaXVJgVnP1s8ipAOOGAP8vJ0RJqcyuE3A==\",212:\"sha512-ju17QSsLhWoDHT16gMLrXwxXtO2muxMbuRclwat2uBoZ2H/qVAg3SdcXxofZpiOmXJvzUnLFrMkP9kmEnlMGqA==\"};(a=document.createElement(\"script\")).charset=\"utf-8\",i.nc\u0026\u0026a.setAttribute(\"nonce\",i.nc),a.setAttribute(\"data-webpack\",t+s),a.src=r,0!==a.src.indexOf(window.location.origin+\"/\")\u0026\u0026(a.crossOrigin=\"anonymous\"),f[o]\u0026\u0026(a.integrity=f[o])}e[r]=[n];var h=(t,n)=\u003e{a.onerror=a.onload=null,clearTimeout(p);var i=e[r];if(delete e[r],a.parentNode\u0026\u0026a.parentNode.removeChild(a),i\u0026\u0026i.forEach(e=\u003ee(n)),t)return t(n)},p=setTimeout(h.bind(null,void 0,{type:\"timeout\",target:a}),12e4);a.onerror=h.bind(null,a.onerror),a.onload=h.bind(null,a.onload),c\u0026\u0026document.head.appendChild(a)}},i.r=e=\u003e{\"undefined\"!=typeof Symbol\u0026\u0026Symbol.toStringTag\u0026\u0026Object.defineProperty(e,Symbol.toStringTag,{value:\"Module\"}),Object.defineProperty(e,\"__esModule\",{value:!0})},i.p=\"https://js-agent.newrelic.com/\",(()=\u003e{var e={38:0,788:0};i.f.j=(t,r)=\u003e{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var s=new Promise((r,i)=\u003en=e[t]=[r,i]);r.push(n[2]=s);var o=i.p+i.u(t),a=new Error;i.l(o,r=\u003e{if(i.o(e,t)\u0026\u0026(0!==(n=e[t])\u0026\u0026(e[t]=void 0),n)){var s=r\u0026\u0026(\"load\"===r.type?\"missing\":r.type),o=r\u0026\u0026r.target\u0026\u0026r.target.src;a.message=\"Loading chunk \"+t+\" failed: (\"+s+\": \"+o+\")\",a.name=\"ChunkLoadError\",a.type=s,a.request=o,n[1](a)}},\"chunk-\"+t,t)}};var t=(t,r)=\u003e{var n,s,[o,a,c]=r,d=0;if(o.some(t=\u003e0!==e[t])){for(n in a)i.o(a,n)\u0026\u0026(i.m[n]=a[n]);if(c)c(i)}for(t\u0026\u0026t(r);d\u003co.length;d++)s=o[d],i.o(e,s)\u0026\u0026e[s]\u0026\u0026e[s][0](),e[s]=0},r=self[\"webpackChunk:NRBA-1.315.0.PROD\"]=self[\"webpackChunk:NRBA-1.315.0.PROD\"]||[];r.forEach(t.bind(null,0)),r.push=t.bind(null,r.push.bind(r))})(),(()=\u003e{\"use strict\";i(8374);var e=i(8362),t=i(860);const r=Object.values(t.K7);var n=i(5205);var s=i(9908),o=i(1863),a=i(4261),c=i(1738);var d=i(1687),u=i(4234),l=i(5289),f=i(6154),h=i(944),p=i(5270),g=i(7767),m=i(6389),v=i(7699);class y extends u.W{constructor(e,t){super(e,t),this.abortHandler=void 0,this.featAggregate=void 0,this.loadedSuccessfully=void 0,this.onAggregateImported=new Promise(e=\u003e{this.loadedSuccessfully=e}),this.deferred=Promise.resolve(),!1===e.init[this.featureName].autoStart?this.deferred=new Promise((t,r)=\u003e{this.ee.on(\"manual-start-all\",(0,m.J)(()=\u003e{(0,d.Ak)(e,this.featureName),t()}))}):(0,d.Ak)(e,t)}importAggregator(e,t,r={}){if(this.featAggregate)return;const n=async()=\u003e{let n;await this.deferred;try{if((0,g.V)(e.init)){const{setupAgentSession:t}=await i.e(478).then(i.bind(i,8766));n=t(e)}}catch(e){(0,h.R)(20,e),this.ee.emit(\"internal-error\",[e]),(0,s.p)(v.qh,[e],void 0,this.featureName,this.ee)}try{if(!this.#t(this.featureName,n,e.init))return(0,d.Ze)(this.agentRef,this.featureName),void this.loadedSuccessfully(!1);const{Aggregate:i}=await t();this.featAggregate=new i(e,r),e.runtime.harvester.initializedAggregates.push(this.featAggregate),this.loadedSuccessfully(!0)}catch(e){(0,h.R)(34,e),this.abortHandler?.(),(0,d.Ze)(this.agentRef,this.featureName,!0),this.loadedSuccessfully(!1),this.ee\u0026\u0026this.ee.abort()}};f.RI?(0,l.GG)(()=\u003en(),!0):n()}#t(e,r,n){if(this.blocked)return!1;switch(e){case t.K7.sessionReplay:return(0,p.SR)(n)\u0026\u0026!!r;case t.K7.sessionTrace:return!!r;default:return!0}}}var b=i(6630),w=i(2614),R=i(3241);class E extends y{static featureName=b.T;constructor(e){var t;super(e,b.T),this.setupInspectionEvents(),t=e,(0,c.Y)(a.Fw,function(e,r){\"string\"==typeof e\u0026\u0026(\"/\"!==e.charAt(0)\u0026\u0026(e=\"/\"+e),t.runtime.customTransaction=(r||\"http://custom.transaction\")+e,(0,s.p)(a.Pl+a.Fw,[(0,o.t)()],void 0,void 0,t.ee))},t),this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,5839)))}setupInspectionEvents(){const e=(e,t)=\u003e{e\u0026\u0026(0,R.W)({timeStamp:e.timeStamp,loaded:\"complete\"===e.target.readyState,type:\"window\",name:t,data:e.target.location+\"\"})};(0,l.sB)(t=\u003e{e(t,\"DOMContentLoaded\")}),(0,l.GG)(t=\u003e{e(t,\"load\")}),(0,l.Qr)(t=\u003e{e(t,\"navigate\")}),this.ee.on(w.tS.UPDATE,(e,t)=\u003e{(0,R.W)({type:\"lifecycle\",name:\"session\",data:t})})}}var T=i(384);class A extends e.d{constructor(e){var t;(super(),f.gm)?(this.features={},(0,T.bQ)(this.agentIdentifier,this),this.desiredFeatures=new Set(e.features||[]),this.desiredFeatures.add(E),(0,n.j)(this,e,e.loaderType||\"agent\"),t=this,(0,c.Y)(a.cD,function(e,r,n=!1){if(\"string\"==typeof e){if([\"string\",\"number\",\"boolean\"].includes(typeof r)||null===r)return(0,c.U)(t,e,r,a.cD,n);(0,h.R)(40,typeof r)}else(0,h.R)(39,typeof e)},t),function(e){(0,c.Y)(a.Dl,function(t,r=!1){if(\"string\"!=typeof t\u0026\u0026null!==t)return void(0,h.R)(41,typeof t);const n=e.info.jsAttributes[\"enduser.id\"];r\u0026\u0026null!=n\u0026\u0026n!==t?(0,s.p)(a.Pl+\"setUserIdAndResetSession\",[t],void 0,\"session\",e.ee):(0,c.U)(e,\"enduser.id\",t,a.Dl,!0)},e)}(this),function(e){(0,c.Y)(a.nb,function(t){if(\"string\"==typeof t||null===t)return(0,c.U)(e,\"application.version\",t,a.nb,!1);(0,h.R)(42,typeof t)},e)}(this),function(e){(0,c.Y)(a.d3,function(){e.ee.emit(\"manual-start-all\")},e)}(this),function(e){(0,c.Y)(a.Pv,function(t=!0){if(\"boolean\"==typeof t){if((0,s.p)(a.Pl+a.Pv,[t],void 0,\"session\",e.ee),e.runtime.consented=t,t){const t=e.features.page_view_event;t.onAggregateImported.then(e=\u003e{const r=t.featAggregate;e\u0026\u0026!r.sentRum\u0026\u0026r.sendRum()})}}else(0,h.R)(65,typeof t)},e)}(this),this.run()):(0,h.R)(21)}get config(){return{info:this.info,init:this.init,loader_config:this.loader_config,runtime:this.runtime}}get api(){return this}run(){try{const e=function(e){const t={};return r.forEach(r=\u003e{t[r]=!!e[r]?.enabled}),t}(this.init),n=[...this.desiredFeatures];n.sort((e,r)=\u003et.P3[e.featureName]-t.P3[r.featureName]),n.forEach(r=\u003e{if(!e[r.featureName]\u0026\u0026r.featureName!==t.K7.pageViewEvent)return;const n=function(e){switch(e){case t.K7.ajax:return[t.K7.jserrors];case t.K7.sessionTrace:return[t.K7.ajax,t.K7.pageViewEvent];case t.K7.sessionReplay:return[t.K7.sessionTrace];case t.K7.pageViewTiming:return[t.K7.pageViewEvent];default:return[]}}(r.featureName).filter(e=\u003e!(e in this.features));n.length\u003e0\u0026\u0026(0,h.R)(36,{targetFeature:r.featureName,missingDependencies:n}),this.features[r.featureName]=new r(this)})}catch(e){(0,h.R)(22,e);for(const e in this.features)this.features[e].abortHandler?.();const t=(0,T.Zm)();delete t.initializedAgents[this.agentIdentifier]?.features,delete this.sharedAggregator;return t.ee.get(this.agentIdentifier).abort(),!1}}}var x=i(2843),S=i(782);class _ extends y{static featureName=S.T;constructor(e){super(e,S.T),f.RI\u0026\u0026((0,x.u)(()=\u003e(0,s.p)(\"docHidden\",[(0,o.t)()],void 0,S.T,this.ee),!0),(0,x.G)(()=\u003e(0,s.p)(\"winPagehide\",[(0,o.t)()],void 0,S.T,this.ee)),this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,9917))))}}var O=i(3969);class P extends y{static featureName=O.TZ;constructor(e){super(e,O.TZ),this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,6555)))}}var k=i(6774),N=i(3878),j=i(3304);class D{constructor(e,t,r,n,i){this.name=\"UncaughtError\",this.message=\"string\"==typeof e?e:(0,j.A)(e),this.sourceURL=t,this.line=r,this.column=n,this.__newrelic=i}}function C(e){return M(e)?e:new D(void 0!==e?.message?e.message:e,e?.filename||e?.sourceURL,e?.lineno||e?.line,e?.colno||e?.col,e?.__newrelic,e?.cause)}function L(e){const t=\"Unhandled Promise Rejection: \";if(!e?.reason)return;if(M(e.reason)){try{e.reason.message.startsWith(t)||(e.reason.message=t+e.reason.message)}catch(e){}return C(e.reason)}const r=C(e.reason);return(r.message||\"\").startsWith(t)||(r.message=t+r.message),r}function I(e){if(e.error instanceof SyntaxError\u0026\u0026!/:\\d+$/.test(e.error.stack?.trim())){const t=new D(e.message,e.filename,e.lineno,e.colno,e.error.__newrelic,e.cause);return t.name=SyntaxError.name,t}return M(e.error)?e.error:C(e)}function M(e){return e instanceof Error\u0026\u0026!!e.stack}function B(e,r,n,i,a=(0,o.t)()){\"string\"==typeof e\u0026\u0026(e=new Error(e)),(0,s.p)(\"err\",[e,a,!1,r,n.runtime.isRecording,void 0,i],void 0,t.K7.jserrors,n.ee),(0,s.p)(\"uaErr\",[],void 0,t.K7.genericEvents,n.ee)}var H=i(5732),K=i(993),W=i(3785);function F(e,{customAttributes:t={},level:r=K.p_.INFO}={},n,i,s=(0,o.t)()){(0,W.R)(n.ee,e,t,r,!1,i,s)}function U(e,r,n,i,c=(0,o.t)()){(0,s.p)(a.Pl+a.hG,[c,e,r,i],void 0,t.K7.genericEvents,n.ee)}function V(e,r,n,i,c=(0,o.t)()){const{start:d,end:u,customAttributes:l}=r||{},f={customAttributes:l||{}};if(\"object\"!=typeof f.customAttributes||\"string\"!=typeof e||0===e.length)return void(0,h.R)(57);const p=(e,t)=\u003enull==e?t:\"number\"==typeof e?e:e instanceof PerformanceMark?e.startTime:Number.NaN;if(f.start=p(d,0),f.end=p(u,c),Number.isNaN(f.start)||Number.isNaN(f.end))(0,h.R)(57);else{if(f.duration=f.end-f.start,!(f.duration\u003c0))return(0,s.p)(a.Pl+a.V1,[f,e,i],void 0,t.K7.genericEvents,n.ee),f;(0,h.R)(58)}}function z(e,r={},n,i,c=(0,o.t)()){(0,s.p)(a.Pl+a.fF,[c,e,r,i],void 0,t.K7.genericEvents,n.ee)}var G=i(7508),Y=i(9566);const Z=[\"name\",\"id\",\"type\"],q=new Map([[U,\"addPageAction\"],[F,\"log\"],[V,\"measure\"],[B,\"noticeError\"],[z,\"recordCustomEvent\"]]),X={experimental:(0,m.J)(()=\u003e(0,h.R)(54,\"newrelic.register\")),disabled:(0,m.J)(()=\u003e(0,h.R)(55)),invalidTarget:(0,m.J)(e=\u003e(0,h.R)(48,e)),deregistered:(0,m.J)(()=\u003e(0,h.R)(68))};function Q(e){(0,c.Y)(a.eY,function(t){return J(e,t)},e)}function J(e,r){X.experimental(),r||={},r.instance=(0,Y.LA)(8),r.type=H.fQ.MFE,r.licenseKey||=e.info.licenseKey,r.blocked=!1,(\"object\"!=typeof r.tags||null===r.tags||Array.isArray(r.tags))\u0026\u0026(r.tags={}),r.parent??={get id(){return e.runtime.appMetadata.agents[0].entityGuid},type:H.fQ.BA};const n=(0,G.Qr)(),i={};Object.prototype.hasOwnProperty.call(r,\"attributes\")||Object.defineProperty(r,\"attributes\",{get:()=\u003e({...i,\"source.id\":r.id,\"source.name\":r.name,\"source.type\":r.type,\"parent.type\":r.parent?.type||H.fQ.BA,\"parent.id\":r.parent?.id})}),Object.entries(r.tags).forEach(([e,t])=\u003e{Z.includes(e)||(i[\"source.\".concat(e)]=t)});let a=()=\u003e{};const c=e.runtime.registeredEntities,d=e=\u003e{r.blocked=!0,a=e};function u(e){return\"string\"==typeof e\u0026\u0026!!e.trim()\u0026\u0026e.trim().length\u003c501}e.init.api.register.enabled||d(X.disabled),u(r.id)\u0026\u0026u(r.name)||d(()=\u003eX.invalidTarget(r));const l={addPageAction:(t,n={})=\u003em(U,[t,{...i,...n},e],r),deregister:()=\u003e{p(),d(X.deregistered)},log:(t,n={})=\u003em(F,[t,{...n,customAttributes:{...i,...n.customAttributes||{}}},e],r),measure:(t,n={})=\u003em(V,[t,{...n,customAttributes:{...i,...n.customAttributes||{}}},e],r),noticeError:(t,n={})=\u003em(B,[t,{...i,...n},e],r),recordCustomEvent:(t,n={})=\u003em(z,[t,{...i,...n},e],r),setApplicationVersion:e=\u003eg(\"application.version\",e),setCustomAttribute:(e,t)=\u003eg(e,t),setUserId:e=\u003eg(\"enduser.id\",e),metadata:{get customAttributes(){return i},target:r,timings:n}},f=()=\u003e(r.blocked\u0026\u0026a(),r.blocked);function p(){if(n.reportedAt)return;n.reportedAt=(0,o.t)();const e=n.fetchEnd-n.fetchStart,t=n.scriptEnd-n.scriptStart;l.recordCustomEvent(\"MicroFrontEndTiming\",{assetUrl:n.asset,assetType:n.type,timeAlive:n.reportedAt-n.registeredAt,timeToBeRequested:n.fetchStart,timeToExecute:t,timeToFetch:e,timeToLoad:e+t,timeToRegister:n.registeredAt})}f()||(c.push(l),(0,x.G)(p));const g=(e,t)=\u003e{f()||(i[e]=t)},m=(r,n,i)=\u003e{if(f()\u0026\u0026r!==J)return;const a=(0,o.t)(),c=q.get(r)||\"unknown\";(0,s.p)(O.xV,[\"API/register/\".concat(c,\"/called\")],void 0,t.K7.metrics,e.ee);try{return r(...n,i,a)}catch(e){(0,h.R)(50,e)}};return l}class ee extends y{static featureName=k.T;constructor(e){var t;super(e,k.T),t=e,(0,c.Y)(a.o5,(e,r)=\u003eB(e,r,t),t),function(e){(0,c.Y)(a.bt,function(t){e.runtime.onerror=t},e)}(e),function(e){let t=0;(0,c.Y)(a.k6,function(e,r){++t\u003e10||(this.runtime.releaseIds[e.slice(-200)]=(\"\"+r).slice(-200))},e)}(e),Q(e);try{this.removeOnAbort=new AbortController}catch(e){}this.ee.on(\"internal-error\",(t,r)=\u003e{this.abortHandler\u0026\u0026(0,s.p)(\"ierr\",[C(t),(0,o.t)(),!0,{},e.runtime.isRecording,r],void 0,this.featureName,this.ee)}),f.gm.addEventListener(\"unhandledrejection\",t=\u003e{this.abortHandler\u0026\u0026(0,s.p)(\"err\",[L(t),(0,o.t)(),!1,{unhandledPromiseRejection:1},e.runtime.isRecording],void 0,this.featureName,this.ee)},(0,N.jT)(!1,this.removeOnAbort?.signal)),f.gm.addEventListener(\"error\",t=\u003e{this.abortHandler\u0026\u0026(0,s.p)(\"err\",[I(t),(0,o.t)(),!1,{},e.runtime.isRecording],void 0,this.featureName,this.ee)},(0,N.jT)(!1,this.removeOnAbort?.signal)),this.abortHandler=this.#r,this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,9377)))}#r(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var te=i(8990);let re=1;function ne(e){const t=typeof e;return!e||\"object\"!==t\u0026\u0026\"function\"!==t?-1:e===f.gm?0:(0,te.I)(e,\"nr@id\",function(){return re++})}function ie(e){if(\"string\"==typeof e\u0026\u0026e.length)return e.length;if(\"object\"==typeof e){if(\"undefined\"!=typeof ArrayBuffer\u0026\u0026e instanceof ArrayBuffer\u0026\u0026e.byteLength)return e.byteLength;if(\"undefined\"!=typeof Blob\u0026\u0026e instanceof Blob\u0026\u0026e.size)return e.size;if(!(\"undefined\"!=typeof FormData\u0026\u0026e instanceof FormData))try{return(0,j.A)(e).length}catch(e){return}}}var se=i(8139),oe=i(7836),ae=i(3434);const ce={},de=[\"open\",\"send\"];function ue(e,t){var r=e||oe.ee;const n=function(e){return(e||oe.ee).get(\"xhr\")}(r);if(void 0===f.gm.XMLHttpRequest)return n;if(ce[n.debugId]++)return n;ce[n.debugId]=1,(0,se.u)(r);var i=(0,ae.YM)(n),s=f.gm.XMLHttpRequest,o=f.gm.MutationObserver,a=f.gm.Promise,c=f.gm.setInterval,d=\"readystatechange\",u=[\"onload\",\"onerror\",\"onabort\",\"onloadstart\",\"onloadend\",\"onprogress\",\"ontimeout\"],l=[],p=f.gm.XMLHttpRequest=function(e){const r=new s(e),o=n.context(r);o.targets=(0,H.$5)(t);try{n.emit(\"new-xhr\",[r],o),r.addEventListener(d,(a=o,function(){var e=this;e.readyState\u003e3\u0026\u0026!a.resolved\u0026\u0026(a.resolved=!0,n.emit(\"xhr-resolved\",[],e)),i.inPlace(e,u,\"fn-\",w)}),(0,N.jT)(!1))}catch(e){(0,h.R)(15,e);try{n.emit(\"internal-error\",[e])}catch(e){}}var a;return r};function g(e,t){i.inPlace(t,[\"onreadystatechange\"],\"fn-\",w)}if(function(e,t){for(var r in e)t[r]=e[r]}(s,p),p.prototype=s.prototype,i.inPlace(p.prototype,de,\"-xhr-\",w),n.on(\"send-xhr-start\",function(e,t){g(e,t),function(e){l.push(e),o\u0026\u0026(m?m.then(b):c?c(b):(v=-v,y.data=v))}(t)}),n.on(\"open-xhr-start\",g),o){var m=a\u0026\u0026a.resolve();if(!c\u0026\u0026!a){var v=1,y=document.createTextNode(v);new o(b).observe(y,{characterData:!0})}}else r.on(\"fn-end\",function(e){e[0]\u0026\u0026e[0].type===d||b()});function b(){for(var e=0;e\u003cl.length;e++)g(0,l[e]);l.length\u0026\u0026(l=[])}function w(e,t){return t}return n}var le=\"fetch-\",fe=le+\"body-\",he=[\"arrayBuffer\",\"blob\",\"json\",\"text\",\"formData\"],pe=f.gm.Request,ge=f.gm.Response,me=\"prototype\";const ve={};function ye(e,t){const r=function(e){return(e||oe.ee).get(\"fetch\")}(e);if(!(pe\u0026\u0026ge\u0026\u0026f.gm.fetch))return r;if(ve[r.debugId]++)return r;function n(e,n,i){var s=e[n];\"function\"==typeof s\u0026\u0026(e[n]=function(){var e=[...arguments];const n={},o=(0,H.$5)(t);var a;r.emit(i+\"before-start\",[e],n),n[oe.P]\u0026\u0026n[oe.P].dt\u0026\u0026(a=n[oe.P].dt);var c=s.apply(this,e);return r.emit(i+\"start\",[e,a],c),c.then(function(e){return r.emit(i+\"end\",[null,e,o],c),e},function(e){throw r.emit(i+\"end\",[e,void 0,o],c),e})})}return ve[r.debugId]=1,he.forEach(e=\u003e{n(pe[me],e,fe),n(ge[me],e,fe)}),n(f.gm,\"fetch\",le),r.on(le+\"end\",function(e,t,n){var i=this;if(i.targets=n||[void 0],t){var s=t.headers.get(\"content-length\");null!==s\u0026\u0026(i.rxSize=s),r.emit(le+\"done\",[null,t],i)}else r.emit(le+\"done\",[e],i)}),r}var be=i(7485);class we{constructor(e){this.agentRef=e}generateTracePayload(e){const t=this.agentRef.loader_config;if(!this.shouldGenerateTrace(e)||!t)return null;var r=(t.accountID||\"\").toString()||null,n=(t.agentID||\"\").toString()||null,i=(t.trustKey||\"\").toString()||null;if(!r||!n)return null;var s=(0,Y.ZF)(),o=(0,Y.el)(),a=Date.now(),c={spanId:s,traceId:o,timestamp:a};return(e.sameOrigin||this.isAllowedOrigin(e)\u0026\u0026this.useTraceContextHeadersForCors())\u0026\u0026(c.traceContextParentHeader=this.generateTraceContextParentHeader(s,o),c.traceContextStateHeader=this.generateTraceContextStateHeader(s,a,r,n,i)),(e.sameOrigin\u0026\u0026!this.excludeNewrelicHeader()||!e.sameOrigin\u0026\u0026this.isAllowedOrigin(e)\u0026\u0026this.useNewrelicHeaderForCors())\u0026\u0026(c.newrelicHeader=this.generateTraceHeader(s,o,a,r,n,i)),c}generateTraceContextParentHeader(e,t){return\"00-\"+t+\"-\"+e+\"-01\"}generateTraceContextStateHeader(e,t,r,n,i){return i+\"@nr=0-1-\"+r+\"-\"+n+\"-\"+e+\"----\"+t}generateTraceHeader(e,t,r,n,i,s){if(!(\"function\"==typeof f.gm?.btoa))return null;var o={v:[0,1],d:{ty:\"Browser\",ac:n,ap:i,id:e,tr:t,ti:r}};return s\u0026\u0026n!==s\u0026\u0026(o.d.tk=s),btoa((0,j.A)(o))}shouldGenerateTrace(e){return this.agentRef.init?.distributed_tracing?.enabled\u0026\u0026this.isAllowedOrigin(e)}isAllowedOrigin(e){var t=!1;const r=this.agentRef.init?.distributed_tracing;if(e.sameOrigin)t=!0;else if(r?.allowed_origins instanceof Array)for(var n=0;n\u003cr.allowed_origins.length;n++){var i=(0,be.D)(r.allowed_origins[n]);if(e.hostname===i.hostname\u0026\u0026e.protocol===i.protocol\u0026\u0026e.port===i.port){t=!0;break}}return t}excludeNewrelicHeader(){var e=this.agentRef.init?.distributed_tracing;return!!e\u0026\u0026!!e.exclude_newrelic_header}useNewrelicHeaderForCors(){var e=this.agentRef.init?.distributed_tracing;return!!e\u0026\u0026!1!==e.cors_use_newrelic_header}useTraceContextHeadersForCors(){var e=this.agentRef.init?.distributed_tracing;return!!e\u0026\u0026!!e.cors_use_tracecontext_headers}}var Re=i(9300),Ee=i(7295);function Te(e){return\"string\"==typeof e?e:e instanceof(0,T.dV)().o.REQ?e.url:f.gm?.URL\u0026\u0026e instanceof URL?e.href:void 0}var Ae=[\"load\",\"error\",\"abort\",\"timeout\"],xe=Ae.length,Se=(0,T.dV)().o.REQ,_e=(0,T.dV)().o.XHR;const Oe=\"X-NewRelic-App-Data\";class Pe extends y{static featureName=Re.T;constructor(e){super(e,Re.T),this.dt=new we(e),this.handler=(e,t,r,n)=\u003e(0,s.p)(e,t,r,n,this.ee);try{const e={xmlhttprequest:\"xhr\",fetch:\"fetch\",beacon:\"beacon\"};f.gm?.performance?.getEntriesByType(\"resource\").forEach(r=\u003e{if(r.initiatorType in e\u0026\u00260!==r.responseStatus){const n={status:r.responseStatus},i={rxSize:r.transferSize,duration:Math.floor(r.duration),cbTime:0};ke(n,r.name),this.handler(\"xhr\",[n,i,r.startTime,r.responseEnd,e[r.initiatorType]],void 0,t.K7.ajax)}})}catch(e){}ye(this.ee,e),ue(this.ee,e),function(e,r,n,i){function a(e){var t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=T,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},t.latestLongtaskEnd=0,e.addEventListener(\"load\",function(r){x(t,e)},(0,N.jT)(!1)),f.lR||e.addEventListener(\"progress\",function(e){t.lastSize=e.loaded},(0,N.jT)(!1))}function c(e){this.params={method:e[0]},ke(this,e[1]),this.metrics={}}function d(t,r){e.loader_config.xpid\u0026\u0026this.sameOrigin\u0026\u0026r.setRequestHeader(\"X-NewRelic-ID\",e.loader_config.xpid);var n=i.generateTracePayload(this.parsedOrigin);if(n){var s=!1;n.newrelicHeader\u0026\u0026(r.setRequestHeader(\"newrelic\",n.newrelicHeader),s=!0),n.traceContextParentHeader\u0026\u0026(r.setRequestHeader(\"traceparent\",n.traceContextParentHeader),n.traceContextStateHeader\u0026\u0026r.setRequestHeader(\"tracestate\",n.traceContextStateHeader),s=!0),s\u0026\u0026(this.dt=n)}}function u(e,t){var n=this.metrics,i=e[0],s=this;if(n\u0026\u0026i){var a=ie(i);a\u0026\u0026(n.txSize=a)}this.startTime=(0,o.t)(),this.body=i,this.listener=function(e){try{\"abort\"!==e.type||s.loadCaptureCalled||(s.params.aborted=!0),(\"load\"!==e.type||s.called===s.totalCbs\u0026\u0026(s.onloadCalled||\"function\"!=typeof t.onload)\u0026\u0026\"function\"==typeof s.end)\u0026\u0026s.end(t)}catch(e){try{r.emit(\"internal-error\",[e])}catch(e){}}};for(var c=0;c\u003cxe;c++)t.addEventListener(Ae[c],this.listener,(0,N.jT)(!1))}function l(e,t,r){this.cbTime+=e,t?this.onloadCalled=!0:this.called+=1,this.called!==this.totalCbs||!this.onloadCalled\u0026\u0026\"function\"==typeof r.onload||\"function\"!=typeof this.end||this.end(r)}function h(e,t){var r=\"\"+ne(e)+!!t;this.xhrGuids\u0026\u0026!this.xhrGuids[r]\u0026\u0026(this.xhrGuids[r]=!0,this.totalCbs+=1)}function p(e,t){var r=\"\"+ne(e)+!!t;this.xhrGuids\u0026\u0026this.xhrGuids[r]\u0026\u0026(delete this.xhrGuids[r],this.totalCbs-=1)}function g(){this.endTime=(0,o.t)()}function m(e,t){t instanceof _e\u0026\u0026\"load\"===e[0]\u0026\u0026r.emit(\"xhr-load-added\",[e[1],e[2]],t)}function v(e,t){t instanceof _e\u0026\u0026\"load\"===e[0]\u0026\u0026r.emit(\"xhr-load-removed\",[e[1],e[2]],t)}function y(e,t,r){t instanceof _e\u0026\u0026(\"onload\"===r\u0026\u0026(this.onload=!0),(\"load\"===(e[0]\u0026\u0026e[0].type)||this.onload)\u0026\u0026(this.xhrCbStart=(0,o.t)()))}function b(e,t){this.xhrCbStart\u0026\u0026r.emit(\"xhr-cb-time\",[(0,o.t)()-this.xhrCbStart,this.onload,t],t)}function w(e){var t,r=e[1]||{};if(\"string\"==typeof e[0]?0===(t=e[0]).length\u0026\u0026f.RI\u0026\u0026(t=\"\"+f.gm.location.href):e[0]\u0026\u0026e[0].url?t=e[0].url:f.gm?.URL\u0026\u0026e[0]\u0026\u0026e[0]instanceof URL?t=e[0].href:\"function\"==typeof e[0].toString\u0026\u0026(t=e[0].toString()),\"string\"==typeof t\u0026\u00260!==t.length){t\u0026\u0026(this.parsedOrigin=(0,be.D)(t),this.sameOrigin=this.parsedOrigin.sameOrigin);var n=i.generateTracePayload(this.parsedOrigin);if(n\u0026\u0026(n.newrelicHeader||n.traceContextParentHeader))if(e[0]\u0026\u0026e[0].headers)a(e[0].headers,n)\u0026\u0026(this.dt=n);else{var s={};for(var o in r)s[o]=r[o];s.headers=new Headers(r.headers||{}),a(s.headers,n)\u0026\u0026(this.dt=n),e.length\u003e1?e[1]=s:e.push(s)}}function a(e,t){var r=!1;return t.newrelicHeader\u0026\u0026(e.set(\"newrelic\",t.newrelicHeader),r=!0),t.traceContextParentHeader\u0026\u0026(e.set(\"traceparent\",t.traceContextParentHeader),t.traceContextStateHeader\u0026\u0026e.set(\"tracestate\",t.traceContextStateHeader),r=!0),r}}function R(e,t){this.params={},this.metrics={},this.startTime=(0,o.t)(),this.dt=t;let[r,n={}]=e;ke(this,Te(r));const i=(\"\"+(r\u0026\u0026r instanceof Se\u0026\u0026r.method||n.method||\"GET\")).toUpperCase();this.params.method=i,this.body=n.body,this.txSize=ie(n.body)||0}function E(e,t){if(this.endTime=(0,o.t)(),this.params||(this.params={}),(0,Ee.iW)(this.params))return;let r;this.params.status=t?t.status:0,\"string\"==typeof this.rxSize\u0026\u0026this.rxSize.length\u003e0\u0026\u0026(r=+this.rxSize);const n={txSize:this.txSize,rxSize:r,duration:(0,o.t)()-this.startTime},i=[this.params,n,this.startTime,this.endTime,\"fetch\"];this.targets.forEach(e=\u003eA(i,this,e))}function T(e){const t=this.params,r=this.metrics;if(this.ended)return;this.ended=!0;for(let t=0;t\u003cxe;t++)e.removeEventListener(Ae[t],this.listener,!1);if(t.aborted)return;if((0,Ee.iW)(t))return;r.duration=(0,o.t)()-this.startTime,this.loadCaptureCalled||4!==e.readyState?null==t.status\u0026\u0026(t.status=0):x(this,e),r.cbTime=this.cbTime;const n=[t,r,this.startTime,this.endTime,\"xhr\"];this.targets.forEach(e=\u003eA(n,this,e))}function A(e,r,i){n(\"xhr\",[...e,i],r,t.K7.ajax)}function x(e,n){e.params.status=n.status;var i=function(e,t){var r=e.responseType;return\"json\"===r\u0026\u0026null!==t?t:\"arraybuffer\"===r||\"blob\"===r||\"json\"===r?ie(e.response):\"text\"===r||\"\"===r||void 0===r?ie(e.responseText):void 0}(n,e.lastSize);if(i\u0026\u0026(e.metrics.rxSize=i),e.sameOrigin\u0026\u0026n.getAllResponseHeaders().indexOf(Oe)\u003e=0){var o=n.getResponseHeader(Oe);o\u0026\u0026((0,s.p)(O.rs,[\"Ajax/CrossApplicationTracing/Header/Seen\"],void 0,t.K7.metrics,r),e.params.cat=o.split(\", \").pop())}e.loadCaptureCalled=!0}r.on(\"new-xhr\",a),r.on(\"open-xhr-start\",c),r.on(\"open-xhr-end\",d),r.on(\"send-xhr-start\",u),r.on(\"xhr-cb-time\",l),r.on(\"xhr-load-added\",h),r.on(\"xhr-load-removed\",p),r.on(\"xhr-resolved\",g),r.on(\"addEventListener-end\",m),r.on(\"removeEventListener-end\",v),r.on(\"fn-end\",b),r.on(\"fetch-before-start\",w),r.on(\"fetch-start\",R),r.on(\"fn-start\",y),r.on(\"fetch-done\",E)}(e,this.ee,this.handler,this.dt),this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,3845)))}}function ke(e,t){var r=(0,be.D)(t),n=e.params||e;n.hostname=r.hostname,n.port=r.port,n.protocol=r.protocol,n.host=r.hostname+\":\"+r.port,n.pathname=r.pathname,e.parsedOrigin=r,e.sameOrigin=r.sameOrigin}const Ne={},je=[\"pushState\",\"replaceState\"];function De(e){const t=function(e){return(e||oe.ee).get(\"history\")}(e);return!f.RI||Ne[t.debugId]++||(Ne[t.debugId]=1,(0,ae.YM)(t).inPlace(window.history,je,\"-\")),t}var Ce=i(3738);function Le(e){(0,c.Y)(a.BL,function(r=Date.now()){const n=r-f.WN;n\u003c0\u0026\u0026(0,h.R)(62,r),(0,s.p)(O.XG,[a.BL,{time:n}],void 0,t.K7.metrics,e.ee),e.addToTrace({name:a.BL,start:r,origin:\"nr\"}),(0,s.p)(a.Pl+a.hG,[n,a.BL],void 0,t.K7.genericEvents,e.ee)},e)}const{He:Ie,bD:Me,d3:Be,Kp:He,TZ:Ke,Lc:We,uP:Fe,Rz:Ue}=Ce;class Ve extends y{static featureName=Ke;constructor(e){var r;super(e,Ke),r=e,(0,c.Y)(a.U2,function(e){if(!(e\u0026\u0026\"object\"==typeof e\u0026\u0026e.name\u0026\u0026e.start))return;const n={n:e.name,s:e.start-f.WN,e:(e.end||e.start)-f.WN,o:e.origin||\"\",t:\"api\"};n.s\u003c0||n.e\u003c0||n.e\u003cn.s?(0,h.R)(61,{start:n.s,end:n.e}):(0,s.p)(\"bstApi\",[n],void 0,t.K7.sessionTrace,r.ee)},r),Le(e);if(!(0,g.V)(e.init))return void this.deregisterDrain();const n=this.ee;let d;De(n),this.eventsEE=(0,se.u)(n),this.eventsEE.on(Fe,function(e,t){this.bstStart=(0,o.t)()}),this.eventsEE.on(We,function(e,r){(0,s.p)(\"bst\",[e[0],r,this.bstStart,(0,o.t)()],void 0,t.K7.sessionTrace,n)}),n.on(Ue+Be,function(e){this.time=(0,o.t)(),this.startPath=location.pathname+location.hash}),n.on(Ue+He,function(e){(0,s.p)(\"bstHist\",[location.pathname+location.hash,this.startPath,this.time],void 0,t.K7.sessionTrace,n)});try{d=new PerformanceObserver(e=\u003e{const r=e.getEntries();(0,s.p)(Ie,[r],void 0,t.K7.sessionTrace,n)}),d.observe({type:Me,buffered:!0})}catch(e){}this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,6974)),{resourceObserver:d})}}var ze=i(6344);class Ge extends y{static featureName=ze.TZ;#n;recorder;constructor(e){var r;let n;super(e,ze.TZ),r=e,(0,c.Y)(a.CH,function(){(0,s.p)(a.CH,[],void 0,t.K7.sessionReplay,r.ee)},r),function(e){(0,c.Y)(a.Tb,function(){(0,s.p)(a.Tb,[],void 0,t.K7.sessionReplay,e.ee)},e)}(e);try{n=JSON.parse(localStorage.getItem(\"\".concat(w.H3,\"_\").concat(w.uh)))}catch(e){}(0,p.SR)(e.init)\u0026\u0026this.ee.on(a.CH,()=\u003ethis.#i()),this.#s(n)\u0026\u0026this.importRecorder().then(e=\u003e{e.startRecording(ze.Qb.PRELOAD,n?.sessionReplayMode)}),this.importAggregator(this.agentRef,()=\u003ei.e(478).then(i.bind(i,6167)),this),this.ee.on(\"err\",e=\u003e{this.blocked||this.agentRef.runtime.isRecording\u0026\u0026(this.errorNoticed=!0,(0,s.p)(ze.Vh,[e],void 0,this.featureName,this.ee))})}#s(e){return e\u0026\u0026(e.sessionReplayMode===w.g.FULL||e.sessionReplayMode===w.g.ERROR)||(0,p.Aw)(this.agentRef.init)}importRecorder(){return this.recorder?Promise.resolve(this.recorder):(this.#n??=Promise.all([i.e(478),i.e(249)]).then(i.bind(i,4866)).then(({Recorder:e})=\u003e(this.recorder=new e(this),this.recorder)).catch(e=\u003e{throw this.ee.emit(\"internal-error\",[e]),this.blocked=!0,e}),this.#n)}#i(){this.blocked||(this.featAggregate?this.featAggregate.mode!==w.g.FULL\u0026\u0026this.featAggregate.initializeRecording(w.g.FULL,!0,ze.Qb.API):this.importRecorder().then(()=\u003e{this.recorder.startRecording(ze.Qb.API,w.g.FULL)}))}}var Ye=i(3962);class Ze extends y{static featureName=Ye.TZ;constructor(e){if(super(e,Ye.TZ),function(e){const r=e.ee.get(\"tracer\");function n(){}(0,c.Y)(a.dT,function(e){return(new n).get(\"object\"==typeof e?e:{})},e);const i=n.prototype={createTracer:function(n,i){var a={},c=this,d=\"function\"==typeof i;return(0,s.p)(O.xV,[\"API/createTracer/called\"],void 0,t.K7.metrics,e.ee),function(){if(r.emit((d?\"\":\"no-\")+\"fn-start\",[(0,o.t)(),c,d],a),d)try{return i.apply(this,arguments)}catch(e){const t=\"string\"==typeof e?new Error(e):e;throw r.emit(\"fn-err\",[arguments,this,t],a),t}finally{r.emit(\"fn-end\",[(0,o.t)()],a)}}}};[\"actionText\",\"setName\",\"setAttribute\",\"save\",\"ignore\",\"onEnd\",\"getContext\",\"end\",\"get\"].forEach(r=\u003e{c.Y.apply(this,[r,function(){return(0,s.p)(a.hw+r,[performance.now(),...arguments],this,t.K7.softNav,e.ee),this},e,i])}),(0,c.Y)(a.PA,function(){(0,s.p)(a.hw+\"routeName\",[performance.now(),...arguments],void 0,t.K7.softNav,e.ee)},e)}(e),!f.RI||!(0,T.dV)().o.MO)return;const r=De(this.ee);try{this.removeOnAbort=new AbortController}catch(e){}Ye.tC.forEach(e=\u003e{(0,N.sp)(e,e=\u003e{l(e)},!0,this.removeOnAbort?.signal)});const n=()=\u003e(0,s.p)(\"newURL\",[(0,o.t)(),\"\"+window.location],void 0,this.featureName,this.ee);r.on(\"pushState-end\",n),r.on(\"replaceState-end\",n),(0,N.sp)(Ye.OV,e=\u003e{l(e),(0,s.p)(\"newURL\",[e.timeStamp,\"\"+window.location],void 0,this.featureName,this.ee)},!0,this.removeOnAbort?.signal);let d=!1;const u=new((0,T.dV)().o.MO)((e,t)=\u003e{d||(d=!0,requestAnimationFrame(()=\u003e{(0,s.p)(\"newDom\",[(0,o.t)()],void 0,this.featureName,this.ee),d=!1}))}),l=(0,m.s)(e=\u003e{\"loading\"!==document.readyState\u0026\u0026((0,s.p)(\"newUIEvent\",[e],void 0,this.featureName,this.ee),u.observe(document.body,{attributes:!0,childList:!0,subtree:!0,characterData:!0}))},100,{leading:!0});this.abortHandler=function(){this.removeOnAbort?.abort(),u.disconnect(),this.abortHandler=void 0},this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,4393)),{domObserver:u})}}var qe=i(3333),Xe=i(9119);const $e={},Qe=new Set;function Je(e){return\"string\"==typeof e?{type:\"string\",size:(new TextEncoder).encode(e).length}:e instanceof ArrayBuffer?{type:\"ArrayBuffer\",size:e.byteLength}:e instanceof Blob?{type:\"Blob\",size:e.size}:e instanceof DataView?{type:\"DataView\",size:e.byteLength}:ArrayBuffer.isView(e)?{type:\"TypedArray\",size:e.byteLength}:{type:\"unknown\",size:0}}class et{constructor(e,t){this.timestamp=(0,o.t)(),this.currentUrl=(0,Xe.L)(window.location.href),this.socketId=(0,Y.LA)(8),this.requestedUrl=(0,Xe.L)(e),this.requestedProtocols=Array.isArray(t)?t.join(\",\"):t||\"\",this.openedAt=void 0,this.protocol=void 0,this.extensions=void 0,this.binaryType=void 0,this.messageOrigin=void 0,this.messageCount=0,this.messageBytes=0,this.messageBytesMin=0,this.messageBytesMax=0,this.messageTypes=void 0,this.sendCount=0,this.sendBytes=0,this.sendBytesMin=0,this.sendBytesMax=0,this.sendTypes=void 0,this.closedAt=void 0,this.closeCode=void 0,this.closeReason=\"unknown\",this.closeWasClean=void 0,this.connectedDuration=0,this.hasErrors=void 0}}class tt extends y{static featureName=qe.TZ;constructor(e){super(e,qe.TZ);const r=e.init.feature_flags.includes(\"websockets\"),n=!e.init.feature_flags.includes(\"no_spv\"),d=[e.init.page_action.enabled,e.init.performance.capture_marks,e.init.performance.capture_measures,e.init.performance.resources.enabled,e.init.user_actions.enabled,r,n];var u;let l;if(u=e,(0,c.Y)(a.hG,(e,t)=\u003eU(e,t,u),u),function(e){(0,c.Y)(a.fF,(t,r)=\u003ez(t,r,e),e)}(e),Le(e),Q(e),function(e){(0,c.Y)(a.V1,(t,r)=\u003eV(t,r,e),e)}(e),this.removeOnAbort=new AbortController,this.abortHandler=()=\u003e{this.removeOnAbort.abort(),this.abortHandler=void 0},r){const h=function(e){if(!(0,T.dV)().o.WS)return e;const t=e.get(\"websockets\");if($e[t.debugId]++)return t;$e[t.debugId]=1,(0,x.G)(()=\u003e{const e=(0,o.t)();Qe.forEach(r=\u003e{r.nrData.closedAt=e,r.nrData.closeCode=1001,r.nrData.closeReason=\"Page navigating away\",r.nrData.closeWasClean=!1,r.nrData.openedAt\u0026\u0026(r.nrData.connectedDuration=e-r.nrData.openedAt),t.emit(\"ws\",[r.nrData],r)})});class r extends WebSocket{static name=\"WebSocket\";static toString(){return\"function WebSocket() { [native code] }\"}toString(){return\"[object WebSocket]\"}get[Symbol.toStringTag](){return r.name}#o(e){(e.__newrelic??={}).socketId=this.nrData.socketId,this.nrData.hasErrors??=!0}constructor(...e){super(...e),this.nrData=new et(e[0],e[1]),this.addEventListener(\"open\",()=\u003e{this.nrData.openedAt=(0,o.t)(),[\"protocol\",\"extensions\",\"binaryType\"].forEach(e=\u003e{this.nrData[e]=this[e]}),Qe.add(this)}),this.addEventListener(\"message\",e=\u003e{const{type:t,size:r}=Je(e.data);this.nrData.messageOrigin??=(0,Xe.L)(e.origin),this.nrData.messageCount++,this.nrData.messageBytes+=r,this.nrData.messageBytesMin=Math.min(this.nrData.messageBytesMin||1/0,r),this.nrData.messageBytesMax=Math.max(this.nrData.messageBytesMax,r),(this.nrData.messageTypes??\"\").includes(t)||(this.nrData.messageTypes=this.nrData.messageTypes?\"\".concat(this.nrData.messageTypes,\",\").concat(t):t)}),this.addEventListener(\"close\",e=\u003e{this.nrData.closedAt=(0,o.t)(),this.nrData.closeCode=e.code,e.reason\u0026\u0026(this.nrData.closeReason=e.reason),this.nrData.closeWasClean=e.wasClean,this.nrData.connectedDuration=this.nrData.closedAt-this.nrData.openedAt,Qe.delete(this),t.emit(\"ws\",[this.nrData],this)})}addEventListener(e,t,...r){const n=this,i=\"function\"==typeof t?function(...e){try{return t.apply(this,e)}catch(e){throw n.#o(e),e}}:t?.handleEvent?{handleEvent:function(...e){try{return t.handleEvent.apply(t,e)}catch(e){throw n.#o(e),e}}}:t;return super.addEventListener(e,i,...r)}send(e){if(this.readyState===WebSocket.OPEN){const{type:t,size:r}=Je(e);this.nrData.sendCount++,this.nrData.sendBytes+=r,this.nrData.sendBytesMin=Math.min(this.nrData.sendBytesMin||1/0,r),this.nrData.sendBytesMax=Math.max(this.nrData.sendBytesMax,r),(this.nrData.sendTypes??\"\").includes(t)||(this.nrData.sendTypes=this.nrData.sendTypes?\"\".concat(this.nrData.sendTypes,\",\").concat(t):t)}try{return super.send(e)}catch(e){throw this.#o(e),e}}close(...e){try{super.close(...e)}catch(e){throw this.#o(e),e}}}return f.gm.WebSocket=r,t}(this.ee);h.on(\"ws\",e=\u003e{(0,s.p)(\"ws-complete\",[e],void 0,this.featureName,this.ee)})}if(n\u0026\u0026f.gm.addEventListener(\"securitypolicyviolation\",e=\u003e{(0,s.p)(\"spv\",[e],void 0,t.K7.genericEvents,this.ee)},(0,N.jT)(!1,this.removeOnAbort.signal)),f.RI){if(ye(this.ee,e),ue(this.ee,e),l=De(this.ee),e.init.user_actions.enabled){function p(t){const r=(0,be.D)(t);return e.beacons.includes(r.hostname+\":\"+r.port)}function g(){l.emit(\"navChange\")}qe.Zp.forEach(e=\u003e(0,N.sp)(e,e=\u003e(0,s.p)(\"ua\",[e],void 0,this.featureName,this.ee),!0)),qe.qN.forEach(e=\u003e{const t=(0,m.s)(e=\u003e{(0,s.p)(\"ua\",[e],void 0,this.featureName,this.ee)},500,{leading:!0});(0,N.sp)(e,t)}),f.gm.addEventListener(\"error\",()=\u003e{(0,s.p)(\"uaErr\",[],void 0,t.K7.genericEvents,this.ee)},(0,N.jT)(!1,this.removeOnAbort.signal)),this.ee.on(\"open-xhr-start\",(e,r)=\u003e{p(e[1])||r.addEventListener(\"readystatechange\",()=\u003e{2===r.readyState\u0026\u0026(0,s.p)(\"uaXhr\",[],void 0,t.K7.genericEvents,this.ee)},(0,N.jT)(void 0,this.removeOnAbort.signal))}),this.ee.on(\"fetch-start\",e=\u003e{e.length\u003e=1\u0026\u0026!p(Te(e[0]))\u0026\u0026(0,s.p)(\"uaXhr\",[],void 0,t.K7.genericEvents,this.ee)}),l.on(\"pushState-end\",g),l.on(\"replaceState-end\",g),window.addEventListener(\"hashchange\",g,(0,N.jT)(!0,this.removeOnAbort.signal)),window.addEventListener(\"popstate\",g,(0,N.jT)(!0,this.removeOnAbort.signal))}if(e.init.performance.resources.enabled\u0026\u0026f.gm.PerformanceObserver?.supportedEntryTypes.includes(\"resource\")){new PerformanceObserver(e=\u003e{e.getEntries().forEach(e=\u003e{(0,s.p)(\"browserPerformance.resource\",[e],void 0,this.featureName,this.ee)})}).observe({type:\"resource\",buffered:!0})}}d.some(e=\u003ee)?this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,8019))):this.deregisterDrain()}}var rt=i(2646);const nt=new Map;function it(e,t,r,n,i=!0,s){if(\"object\"!=typeof t||!t||\"string\"!=typeof r||!r||\"function\"!=typeof t[r])return(0,h.R)(29);const o=function(e){return(e||oe.ee).get(\"logger\")}(e),a=(0,ae.YM)(o,void 0,s),c=new rt.y(oe.P);c.level=n.level,c.customAttributes=n.customAttributes,c.autoCaptured=i;const d=t[r]?.[ae.Jt]||t[r];return nt.set(d,c),a.inPlace(t,[r],\"wrap-logger-\",()=\u003ent.get(d),void 0,!0),o}var st=i(1910);class ot extends y{static featureName=K.TZ;constructor(e){var t;super(e,K.TZ),t=e,(0,c.Y)(a.$9,(e,r)=\u003eF(e,r,t),t),function(e){(0,c.Y)(a.Wb,(t,r,{customAttributes:n={},level:i=K.p_.INFO}={})=\u003e{it(e.ee,t,r,{customAttributes:n,level:i},!1,e)},e)}(e),Q(e);const r=this.ee;[\"log\",\"error\",\"warn\",\"info\",\"debug\",\"trace\"].forEach(t=\u003e{(0,st.i)(f.gm.console[t]),it(r,f.gm.console,t,{level:\"log\"===t?\"info\":t},void 0,e)}),this.ee.on(\"wrap-logger-end\",function([e],t,n,i=[]){const{level:s,customAttributes:o,autoCaptured:a}=this;i.forEach(t=\u003e{(0,W.R)(r,e,o,s,a,t)})}),this.importAggregator(e,()=\u003ei.e(478).then(i.bind(i,5288)))}}new A({features:[Pe,E,_,Ve,Ge,P,ee,tt,ot,Ze],loaderType:\"spa\"})})()})();"])</script><script>self.__next_f.push([1,"4:[\"$\",\"html\",null,{\"lang\":\"en\",\"suppressHydrationWarning\":true,\"children\":[[\"$\",\"head\",null,{\"children\":[[\"$\",\"link\",null,{\"rel\":\"preload\",\"as\":\"image\",\"href\":\"/trademark-logos/edx-by-2u-white.svg\"}],[\"$\",\"link\",null,{\"rel\":\"preload\",\"as\":\"image\",\"href\":\"/favicon.ico\"}],[\"$\",\"link\",null,{\"rel\":\"preconnect\",\"href\":\"https://cdn.segment.com\"}],[\"$\",\"link\",null,{\"rel\":\"preconnect\",\"href\":\"https://prospect-form-plugin.2u.com\"}],[\"$\",\"$L13\",null,{\"type\":\"text/javascript\",\"src\":\"/api/auto-block?id=fa169e97-be64-4cc1-bad3-9534590f9a30\"}],[\"$\",\"$L13\",null,{\"src\":\"https://beam.edx.org/scripttemplates/otSDKStub.js\",\"type\":\"text/javascript\",\"data-domain-script\":\"fa169e97-be64-4cc1-bad3-9534590f9a30\"}],[\"$\",\"$L13\",null,{\"id\":\"ucl-adapter-script\",\"strategy\":\"beforeInteractive\",\"dangerouslySetInnerHTML\":{\"__html\":\"\\n            !function (u,c,l) {u._UCL=l;var z=c.createElement('script');z.async=0;\\n            z.src='https://sonic-ui.highereducation.com/latest/ucl.adapter.js';\\n            c.head.appendChild(z);\\n            }(window, document, {\\n            'identity': '96713be3-cb4d-424e-866a-38c943339e31'\\n            });\\n          \"},\"data-ot-ignore\":\"\",\"className\":\"optanon-category-C0001 \"}],[\"$\",\"$L13\",null,{\"id\":\"ot-loader\",\"type\":\"text/javascript\",\"dangerouslySetInnerHTML\":{\"__html\":\"$14\"},\"strategy\":\"afterInteractive\"}],[\"$\",\"$L13\",null,{\"id\":\"script-segment\",\"dangerouslySetInnerHTML\":{\"__html\":\"$15\"},\"strategy\":\"beforeInteractive\"}],\"$L16\",[\"$\",\"$L13\",null,{\"id\":\"script-gtm\",\"dangerouslySetInnerHTML\":{\"__html\":\"(function (w, d, s, l, i) {\\n  w[l] = w[l] || [];\\n  w[l].push({ \\\"gtm.start\\\": new Date().getTime(), event: \\\"gtm.js\\\" });\\n  var f = d.getElementsByTagName(s)[0],\\n    j = d.createElement(s),\\n    dl = l != \\\"dataLayer\\\" ? \\\"\u0026l=\\\" + l : \\\"\\\";\\n  j.async = true;\\n  j.src = \\\"https://www.googletagmanager.com/gtm.js?id=\\\" + i + dl;\\n  f.parentNode.insertBefore(j, f);\\n})(window, document, \\\"script\\\", \\\"dataLayer\\\", \\\"GTM-543ZGMK2\\\");\\n\"},\"strategy\":\"beforeInteractive\"}],[\"$\",\"$L17\",null,{\"pagetype\":\"other\"}]]}],[\"$\",\"body\",null,{\"className\":\"__className_f367f3\",\"children\":[[\"$\",\"noscript\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"\u003ciframe src=\\\"https://www.googletagmanager.com/ns.html?id=GTM-543ZGMK2\\\" height=\\\"0\\\" width=\\\"0\\\"\\n    style=\\\"display:none;visibility:hidden\\\"\u003e\u003c/iframe\u003e\"}}],[\"$\",\"$L18\",null,{}],[\"$\",\"$L19\",null,{\"children\":[\"$\",\"$L1a\",null,{}]}],[[\"$\",\"style\",null,{\"id\":\"hen-ui-theme-styles\",\"dangerouslySetInnerHTML\":{\"__html\":\"$1b\"}}],[\"$\",\"$L1c\",null,{\"config\":{\"auxiliaryMenuLocation\":\"auxiliarty-menu\",\"homepageGql\":\"homepage\",\"headerDefaultVariant\":\"default\",\"postTypeGql\":\"post\",\"headerMenuLocation\":\"header-menu\",\"allowedDomains\":[\"localhost\"],\"hero\":{\"showbyline\":false,\"image\":{\"useFaceGravity\":false,\"isFullWidth\":false},\"usefacegravity\":false,\"showtoc\":false,\"showsocialshare\":false,\"showimage\":false,\"byline\":{},\"showqdf\":false},\"cmsUrls\":{\"dev\":\"example.com\",\"production\":\"example.com\"},\"cookieLawId\":\"00000000-0000-0000-0000-000000000000\",\"footerDefaultVariant\":\"default\",\"imagesUseHtmlTag\":false,\"dynamicFlowEventFlag\":true,\"qdf\":{\"variant\":\"\",\"hideDisclosure\":false,\"qdfTitleContent\":\"\",\"showtitle\":false,\"fields\":[],\"top\":\"\"},\"isDynamicCmsUrl\":false,\"footerMenuLocation\":\"footer-menu\",\"dynamicFlowEventFlowIds\":[\"find-your-path\",\"find-your-path-CTA\",\"edx-search-table\",\"edx-search-popup\",\"edx-compare-pop-up\",\"edx-search-page\",\"search-product-cards-test\",\"find-your-path-DS-model\"],\"disableUI\":false},\"children\":[\"$\",\"$L1d\",null,{\"children\":[\"$\",\"$L1e\",null,{\"children\":\"$L1f\"}]}]}]],[\"$\",\"$L13\",null,{\"id\":\"nr-browser-agent\",\"strategy\":\"beforeInteractive\",\"dangerouslySetInnerHTML\":{\"__html\":\"$20\"}}]]}]]}]\n"])</script><script>self.__next_f.push([1,"22:I[78830,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n23:I[46511,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb1"])</script><script>self.__next_f.push([1,"93.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"UserPreferencesProvider\"]\n24:I[57832,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"AuthProvider\"]\n25:I[63350,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"CartProvider\"]\n26:I[94997,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d04"])</script><script>self.__next_f.push([1,"46bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"ModalProvider\"]\n21:T792,\n    !function(co,h,e,s,i,o,n){var d='documentElement';var a='className';h[d][a]+=' preampjs fusejs';\n    n.k=e;co._Cohesion=n;co._Preamp={k:s,start:new Date};co._Fuse={k:i};co._Tagular={k:o};\n    [e,s,i,o].map(function(x){co[x]=co[x]||function(){(co[x].q=co[x].q||[]).push([].slice.call(arguments))}});\n    var b=function(){var u=h[d][a];h[d][a]=u.replace(/ ?preampjs| ?fusejs/g,'')};\n    h.addEventListener('DOMContentLoaded',function(){co.setTimeout(b,3e3);\n    co._Preamp.docReady=co._Fuse.docReady=!0});var z=h.createElement('script');\n    z.async=1;z.src='https://www.edx.org/beam.js';\n    z.onerror=function(){var ce='error',f='function';for(var o of co[e].q||[])o[0]===ce\u0026\u0026typeof o[1]==f\u0026\u0026o[1]();co[e]=function(n,cb){n===ce\u0026\u0026typeof cb==f\u0026\u0026cb()};b()};\n    h.head.appendChild(z);}\n    (window,document,'cohesion','preamp','fuse','tagular',{\"domainAllowlist\":[\"h97m1sqokqgvsbw1eiqol1oc6.js.wpenginepowered.com\",\"www.h97m1sqokqgvsbw1eiqol1oc6.js.wpenginepowered.com\",\"edx.org\",\"www.edx.org\"],\"anonymousCookie\":\"ajs_anonymous_id\",\"tagular\":{\"sourceKey\":\"src_2euJfAVNt6Z9kQz4e9t1SQBtm8x\",\"writeKey\":\"wk_2euJfDkJVTtEVzsC8BPOb0g9dVj\",\"apiHost\":\"https://www.edx.org/beam/v2/t\",\"multiparty\":true,\"useBeacon\":true,\"cookieDomain\":\"edx.org\",\"pageScrolledDistance\":[5,15,25,35,45,55,65,75,85,95,100]},\"monarch\":{\"sourceId\":\"bdac7c16-924e-4180-bb35-5b2dfff6d308\",\"endpoint\":\"https://www.edx.org/beam\",\"token\":\"b43382aa-9f76-406c-a628-bf96086f1c28\",\"autoRequest\":{\"enabled\":true,\"suppressPlacements\":true,\"timeout\":2000,\"hooks\":{\"beforeRun\":(e,t)=\u003e{let r;for(let e of document.cookie.split(\"; \")){let"])</script><script>self.__next_f.push([1,"[t,a]=e.split(\"=\");if(\"dapi_random_id\"===t){r=decodeURIComponent(a);break}}e.autoRequest.data.dapiRandomId=r,t()}},\"data\":{\"application\":\"edx\",\"callType\":\"autoRequest\"}}},\"consent\":{\"onetrust\":{\"enabled\":true,\"optIn\":true},\"required\":true,\"domain\":\".edx.org\",\"cookieClassification\":\"C0002\"},\"fuse\":{\"enabled\":false},\"cookieDomain\":\"edx.org\"});\n  16:[\"$\",\"script\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"$21\"}}]\n1f:[\"$\",\"$L22\",null,{\"locale\":\"en\",\"now\":\"$D2026-06-02T18:05:46.819Z\",\"timeZone\":\"UTC\",\"messages\":{\"Upgrade\":{\"title\":\"Update to access this page\",\"description\":\"For the best experience it is recommended that you update to the latest version of this app now. Please update now to access the full experience.\",\"ctaHeader\":\"Choose an option:\"},\"LocaleSwitcher\":{\"label\":\"Change language\",\"en\":\"English\",\"es\":\"Spanish\"},\"ExpandableBlock\":{\"showMore\":\"Show More\",\"showLess\":\"Show less\"}},\"children\":[\"$\",\"$L23\",null,{\"children\":[\"$\",\"$L24\",null,{\"children\":[\"$\",\"$L25\",null,{\"children\":[\"$\",\"$L26\",null,{\"children\":[\"$L27\",[\"$L28\",\"$L29\"]]}]}]}]}]}]\n"])</script><script>self.__next_f.push([1,"2a:I[11695,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"WebviewProvider\"]\n2b:I[78634,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"AuthModalProvider\"]\n2c:I[1926,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"48530\",\"static/chunks/app/%5Blocale%5D/error-a1f60960c0184d73.js\"],\"default\"]\n27:[\"$\",\"$L2a\",null,{\"value\":false,\"children\":[\"$\",\"$"])</script><script>self.__next_f.push([1,"L2b\",null,{\"children\":[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$2c\",\"errorStyles\":[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/dce027f5ac3685ab.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}]],\"errorScripts\":[],\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":[\"$L2d\",[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/dce027f5ac3685ab.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}]]],\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]}]}]\n29:null\n"])</script><script>self.__next_f.push([1,"2e:I[53804,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n2f:I[87335,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb1"])</script><script>self.__next_f.push([1,"93.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"55593\",\"static/chunks/55593-9ee87d10e192070d.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"98450\",\"static/chunks/app/%5Blocale%5D/layout-add1c45a065f72ba.js\"],\"default\"]\n28:[\"$\",\"$L2e\",null,{\"experimentKey\":\"useAbandonedCart\",\"variants\":{\"control\":null,\"test\":[\"$\",\"$L2f\",null,{}]},\"Loader\":null,\"fallbackVariant\":\"control\"}]\n"])</script><script>self.__next_f.push([1,"5:[null,\"$L30\"]\n12:{\"metadata\":[[\"$\",\"title\",\"0\",{\"children\":\"edX | Online Courses, Certificates \u0026 Degrees from Leading Institutions\"}],[\"$\",\"meta\",\"1\",{\"name\":\"description\",\"content\":\"Find the online learning path for you, delivered by world-class institutions like Harvard, Google, Amazon, and more.\"}],[\"$\",\"link\",\"2\",{\"rel\":\"canonical\",\"href\":\"https://www.edx.org\"}],[\"$\",\"link\",\"3\",{\"rel\":\"alternate\",\"hrefLang\":\"en\",\"href\":\"https://www.edx.org\"}],[\"$\",\"link\",\"4\",{\"rel\":\"alternate\",\"hrefLang\":\"es\",\"href\":\"https://www.edx.org/es\"}],[\"$\",\"link\",\"5\",{\"rel\":\"alternate\",\"hrefLang\":\"x-default\",\"href\":\"https://www.edx.org\"}],[\"$\",\"meta\",\"6\",{\"property\":\"og:title\",\"content\":\"edX | Online Courses, Certificates \u0026 Degrees from Leading Institutions\"}],[\"$\",\"meta\",\"7\",{\"property\":\"og:description\",\"content\":\"Find the online learning path for you, delivered by world-class institutions like Harvard, Google, Amazon, and more.\"}],[\"$\",\"meta\",\"8\",{\"property\":\"og:url\",\"content\":\"https://www.edx.org\"}],[\"$\",\"meta\",\"9\",{\"property\":\"og:site_name\",\"content\":\"edX\"}],[\"$\",\"meta\",\"10\",{\"property\":\"og:locale\",\"content\":\"EN_US\"}],[\"$\",\"meta\",\"11\",{\"name\":\"twitter:card\",\"content\":\"summary\"}],[\"$\",\"meta\",\"12\",{\"name\":\"twitter:creator\",\"content\":\"@edXOnline\"}],[\"$\",\"meta\",\"13\",{\"name\":\"twitter:title\",\"content\":\"edX | Online Courses, Certificates \u0026amp; Degrees from Leading Institutions\"}],[\"$\",\"meta\",\"14\",{\"name\":\"twitter:description\",\"content\":\"Find the online learning path for you, delivered by world-class institutions like Harvard, Google, Amazon, and more.\"}],[\"$\",\"link\",\"15\",{\"rel\":\"icon\",\"href\":\"/favicon.ico\",\"type\":\"image/x-icon\",\"sizes\":\"16x16\"}]],\"error\":null,\"digest\":\"$undefined\"}\nc:{\"metadata\":\"$12:metadata\",\"error\":null,\"digest\":\"$undefined\"}\n"])</script><script>self.__next_f.push([1,"31:I[59361,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n32:I[68033,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889"])</script><script>self.__next_f.push([1,"c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n33:I[6874,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daed"])</script><script>self.__next_f.push([1,"a.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"\"]\n34:I[17746,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/c"])</script><script>self.__next_f.push([1,"hunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"51051\",\"static/chunks/51051-ec2bf7ce4ea2c480.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"13224\",\"static/chunks/app/%5Blocale%5D/not-found-7c8d745eebdd3486.js\"],\"default\"]\n38:I[8682,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90"])</script><script>self.__next_f.push([1,"e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n39:I[27632,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\""])</script><script>self.__next_f.push([1,"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n3a:I[94738,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\""])</script><script>self.__next_f.push([1,"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n3b:I[54733,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/c"])</script><script>self.__next_f.push([1,"hunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n3c:I[17300,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n3d:I[65103,[\"85105\",\"static"])</script><script>self.__next_f.push([1,"/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n3e:I[82260,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/ch"])</script><script>self.__next_f.push([1,"unks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n3f:I[91091,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunk"])</script><script>self.__next_f.push([1,"s/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"Carousel\"]\n40:I[91091,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks"])</script><script>self.__next_f.push([1,"/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"CarouselContent\"]\n41:I[91091,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/c"])</script><script>self.__next_f.push([1,"hunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"CarouselItem\"]\n42:I[33063,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static"])</script><script>self.__next_f.push([1,"/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"Image\"]\n43:I[91091,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chun"])</script><script>self.__next_f.push([1,"ks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"CarouselPrevious\"]\n44:I[91091,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/c"])</script><script>self.__next_f.push([1,"hunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"CarouselNext\"]\n45:I[70540,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunk"])</script><script>self.__next_f.push([1,"s/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n46:I[25414,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-"])</script><script>self.__next_f.push([1,"24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n48:I[59934,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa"])</script><script>self.__next_f.push([1,"2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n49:I[32974,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5"])</script><script>self.__next_f.push([1,".js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n4a:I[32974,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16"])</script><script>self.__next_f.push([1,"725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"ShowcaseCardItem\"]\n4b:I[32974,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8"])</script><script>self.__next_f.push([1,"752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"ShowcaseFactoidsItem\"]\n4c:I[76991,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\""])</script><script>self.__next_f.push([1,",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"GetStartedWith\"]\n4d:I[36955,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\","])</script><script>self.__next_f.push([1,"\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n51:I[47473,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\","])</script><script>self.__next_f.push([1,"\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n52:I[13937,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/"])</script><script>self.__next_f.push([1,"chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"ShortCodeStats\"]\n53:I[81304,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc"])</script><script>self.__next_f.push([1,"3553582beeefeb.js\"],\"default\"]\n56:I[23960,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n"])</script><script>self.__next_f.push([1,"2d:[[\"$\",\"$L31\",null,{\"searchParams\":\"$undefined\",\"postId\":\"$undefined\",\"cmsUrl\":\"https://cms.edx.org\"}],[\"$\",\"$L32\",null,{\"course\":\"$undefined\",\"navigation\":{\"header\":{\"logo\":{\"url\":\"/trademark-logos/edx-logo-elm.svg\",\"altText\":\"edX Online\",\"title\":\"edX Online\"},\"search\":{\"placeholder\":\"What do you want to learn?\"},\"navButton\":{\"label\":\"Learn\"},\"cta\":{\"signIn\":{\"label\":\"Sign In\",\"url\":\"https://authn.edx.org/login\"},\"register\":{\"label\":\"Register for free\",\"url\":\"https://authn.edx.org/register\"},\"business\":{\"label\":\"edX For Business\",\"url\":\"https://business.edx.org\"},\"dashboard\":{\"label\":\"Your Learner's Dashboard\",\"url\":\"/dashboard/login\"}}},\"sections\":[{\"title\":\"By goal\",\"items\":[{\"label\":\"Take a course\",\"hero\":{\"title\":\"Courses\",\"cta\":{\"viewAll\":{\"label\":\"View all courses\",\"url\":\"/search?tab=course\u0026page=1\"},\"learnMore\":{\"label\":\"View all courses with certificates\",\"url\":\"/courses?q=online+courses\"}},\"ctaPosition\":\"left\"},\"productSummaries\":[{\"title\":\"Browse by topic\",\"links\":[{\"url\":\"/courses?q=ai+courses+for+beginners\",\"label\":\"AI courses\",\"isExternal\":false},{\"url\":\"/courses?q=cybersecurity+courses+for+beginners\",\"label\":\"Cybersecurity courses\",\"isExternal\":false},{\"url\":\"/courses?q=data+science+courses\",\"label\":\"Data science courses\",\"isExternal\":false},{\"url\":\"/courses?q=data+analytics+courses+for+beginners\",\"label\":\"Analytics courses\",\"isExternal\":false},{\"url\":\"/courses?q=excel+courses+for+beginners\",\"label\":\"Excel courses\",\"isExternal\":false},{\"url\":\"/courses?q=computer+programming+courses+for+beginners\",\"label\":\"Programming courses\",\"isExternal\":false},{\"url\":\"/courses?q=sql+courses\",\"label\":\"SQL courses\",\"isExternal\":false},{\"url\":\"/courses?q=finance+courses+for+beginners\",\"label\":\"Finance courses\",\"isExternal\":false},{\"url\":\"/courses?q=digital+marketing+courses\",\"label\":\"Digital marketing courses\",\"isExternal\":false},{\"url\":\"/courses?q=computer+science+courses\",\"label\":\"Computer science courses\",\"isExternal\":false},{\"url\":\"/courses?q=coding+courses+for+beginners\",\"label\":\"Coding courses\",\"isExternal\":false},{\"url\":\"/courses?q=leadership+courses\",\"label\":\"Leadership courses\",\"isExternal\":false},{\"url\":\"/courses?q=accounting+courses+for+beginners\",\"label\":\"Accounting courses\",\"isExternal\":false},{\"url\":\"/courses?q=google+python+course\",\"label\":\"Google courses\",\"isExternal\":false}]},{\"title\":\"Browse by skill\",\"links\":[{\"url\":\"/courses?q=ai+in+healthcare+course\",\"label\":\"AI in healthcare courses\",\"isExternal\":false},{\"url\":\"/courses?q=python+data+science+course\",\"label\":\"Python data science courses\",\"isExternal\":false},{\"url\":\"/courses?q=ai+for+business+course\",\"label\":\"AI for business courses\",\"isExternal\":false},{\"url\":\"/courses?q=hr+analytics+course\",\"label\":\"HR analytics courses\",\"isExternal\":false},{\"url\":\"/courses?q=python+machine+learning+course\",\"label\":\"Python machine learning courses\",\"isExternal\":false},{\"url\":\"/courses?q=ai+marketing+course\",\"label\":\"AI marketing courses\",\"isExternal\":false},{\"url\":\"/courses?q=business+marketing+course\",\"label\":\"Business marketing courses\",\"isExternal\":false},{\"url\":\"/courses?q=ai+and+machine+learning+courses\",\"label\":\"AI and machine learning courses\",\"isExternal\":false},{\"url\":\"/courses?q=business+management+course\",\"label\":\"Business management courses\",\"isExternal\":false},{\"url\":\"/courses?q=html+css+course\",\"label\":\"HTML css courses\",\"isExternal\":false}]},{\"title\":\"Browse by difficulty\",\"links\":[{\"url\":\"/courses?q=excel+courses+for+beginners\",\"label\":\"Excel courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=excel+advanced+courses\",\"label\":\"Advanced Excel courses\",\"isExternal\":false},{\"url\":\"/courses?q=python+course+for+beginners\",\"label\":\"Python courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=accounting+courses+for+beginners\",\"label\":\"Accounting courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=ai+courses+for+beginners\",\"label\":\"AI courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=data+analytics+courses+for+beginners\",\"label\":\"Data analytics courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=cybersecurity+courses+for+beginners\",\"label\":\"Cybersecurity courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=hr+courses+for+beginners\",\"label\":\"HR courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=finance+courses+for+beginners\",\"label\":\"Finance courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=coding+courses+for+beginners\",\"label\":\"Coding courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=it+courses+for+beginners\",\"label\":\"IT courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=bookkeeping+courses+for+beginners\",\"label\":\"Bookkeeping courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=computer+programming+courses+for+beginners\",\"label\":\"Computer programming courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=project+management+courses+for+beginners\",\"label\":\"Project management courses for beginners\",\"isExternal\":false},{\"url\":\"/courses?q=trading+courses+for+beginners\",\"label\":\"Trading courses for beginners\",\"isExternal\":false}]},{\"title\":\"Browse by partner\",\"links\":[{\"url\":\"/courses?q=google+ai+course\",\"label\":\"Google AI courses\",\"isExternal\":false},{\"url\":\"/courses?q=mit+ai+course\",\"label\":\"MIT AI courses\",\"isExternal\":false},{\"url\":\"/courses?q=harvard+ai+course\",\"label\":\"Harvard AI courses\",\"isExternal\":false},{\"url\":\"/courses?q=ibm+data+science+course\",\"label\":\"IBM data science courses\",\"isExternal\":false},{\"url\":\"/courses?q=google+python+course\",\"label\":\"Google python courses\",\"isExternal\":false}]}]},{\"label\":\"Earn a certificate\",\"hero\":{\"title\":\"Certificates\",\"subTitle\":\"Self-paced, instructor-led courses and programs that build career-ready skills and elevate your resume.\",\"cta\":{\"viewAll\":{\"label\":\"View all certificates\",\"url\":\"/search?tab=professional-certificate\u0026page=1\"},\"learnMore\":{\"label\":\"Learn more about certificates\",\"url\":\"/certificates\"}},\"ctaPosition\":\"left\"},\"productSummaries\":[{\"title\":\"Professional Certificates\",\"description\":\"A select series of courses in high-demand fields to build your professional skill set.\",\"features\":[\"Instructor-led or self paced\",\"8-16 weeks\"],\"links\":[{\"label\":\"Browse all Professional Certificates\",\"url\":\"/search?tab=program\u0026page=1\u0026learning_type=Professional+Certificate\",\"isExternal\":false},{\"label\":\"Browse all XSeries certificates\",\"url\":\"/search?tab=xseries\",\"isExternal\":false}]}],\"productLists\":[{\"title\":\"Trending certificates\",\"products\":[{\"id\":\"87ef0a37-88f5-4843-888c-166fc9d1644a\",\"title\":\"Agile Project Management\",\"url\":\"/certificates/professional-certificate/umd-usmx-agile-project-management\",\"owner\":{\"key\":\"USMx\",\"name\":\"University System of Maryland\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/b9dc96da-b3fc-45a6-b6b7-b8e12eb79335-bc0488f1a5f8.png\"}}},{\"id\":\"8c5c1af9-761b-49b4-9f52-f6f48856d906\",\"title\":\"Computer Science for Artificial Intelligence\",\"url\":\"/certificates/professional-certificate/harvardx-computer-science-for-artifical-intelligence\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"e78d61bc-aa9d-417f-b244-fed28f5737b6\",\"title\":\"Data Analyst\",\"url\":\"/certificates/professional-certificate/ibm-data-analyst\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"b9629ec9-af4e-4ea3-9a14-268209a06a76\",\"title\":\"Introduction to Kubernetes and Cloud Native Technologies\",\"url\":\"/certificates/professional-certificate/linuxfoundationx-introduction-to-kubernetes-and-cloud-native-technologies\",\"owner\":{\"key\":\"LinuxFoundationX\",\"name\":\"The Linux Foundation\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/4d254841-5cc9-4174-a28d-5b4f823c0122-51c34231df61.png\"}}},{\"id\":\"a11c408f-0986-4393-8268-8bc16500cdf3\",\"title\":\"Introduction to Python Programming\",\"url\":\"/certificates/professional-certificate/the-georgia-institute-of-technology-introduction-to-python-programming\",\"owner\":{\"key\":\"GTx\",\"name\":\"The Georgia Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\"}}},{\"id\":\"6aeb6b78-132a-449d-9052-83214aff78a0\",\"title\":\"Leadership and Communication\",\"url\":\"/certificates/professional-certificate/harvardx-leadership-and-communication\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}}]}],\"linkList\":{\"title\":\"Popular topics\",\"links\":[{\"label\":\"Data Science Certificates\",\"url\":\"/certificates/data-science-certificate\",\"isExternal\":false},{\"label\":\"Business Certificates\",\"url\":\"/certificates/business-certificate \",\"isExternal\":false},{\"label\":\"Data Analytics Certificates\",\"url\":\"/certificates/data-analytics-certificate\",\"isExternal\":false},{\"label\":\"Artificial Intelligence (AI) Certificates\",\"url\":\"/certificates/ai-certificates\",\"isExternal\":null},{\"label\":\"Machine Learning Certificates\",\"url\":\"/certificates/machine-learning-certificates\",\"isExternal\":false},{\"label\":\"Python Certificates\",\"url\":\"/certificates/python-certificate\",\"isExternal\":false},{\"label\":\"Project Management Certificates\",\"url\":\"/certificates/project-management-certificate\",\"isExternal\":false},{\"label\":\"Digital Marketing Certificates\",\"url\":\"/certificates/digital-marketing-certificates\",\"isExternal\":false},{\"label\":\"IT Certificates\",\"url\":\"/certificates/it-certificates\",\"isExternal\":false}]}},{\"label\":\"Grow career skills\",\"hero\":{\"title\":\"Executive Education\",\"subTitle\":\"Instructor-led and cohort-based programs for career-critical skills. Aimed at building your professional development to advance or change your career.\",\"cta\":{\"viewAll\":{\"label\":\"View all Executive Education\",\"url\":\"/search?tab=executive-education\u0026page=1\"},\"learnMore\":{\"label\":\"Learn more about Executive Education\",\"url\":\"/executive-education\"}},\"ctaPosition\":\"left\"},\"productSummaries\":[{\"title\":\"Executive Education\",\"description\":\"Career-focused courses to help you develop the leadership skills you need to advance your career.\",\"features\":[\"Instructor-led\",\"2-12 weeks\"],\"links\":[{\"label\":\"Browse all Executive Education\",\"url\":\"/search?tab=executive-education\",\"isExternal\":false}]}],\"productLists\":[{\"title\":\"Trending Executive Education\",\"products\":[{\"id\":\"7461d083-bf2e-55bb-af0a-79b2e389a2b8\",\"title\":\"Oxford Executive Leadership Programme\",\"url\":\"/executive-education/university-of-oxford-executive-leadership-programme\",\"owner\":{\"key\":\"OxfordX\",\"name\":\"University of Oxford\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2b628454-1c1f-4a61-978a-7bec1e588918-f65474eb5fac.png\"}}},{\"id\":\"2933d0bd-43ed-52f0-95f6-12241e257a62\",\"title\":\"Nutrition Science\",\"url\":\"/executive-education/stanford-university-nutrition-science\",\"owner\":{\"key\":\"StanfordOnline\",\"name\":\"Stanford University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/f53a7458-c79b-4524-97cf-28241114230e-e47d44123c3b.png\"}}},{\"id\":\"60387e50-0bb8-58cb-be7c-28aff4fd201d\",\"title\":\"Sustainable Finance\",\"url\":\"/executive-education/university-of-cambridge-sustainable-finance\",\"owner\":{\"key\":\"UniversityofCambridge\",\"name\":\"University of Cambridge\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/a7e2febc-e366-4b23-9fc3-5659cf53d452-7e24533c111d.png\"}}},{\"id\":\"a69081ed-907a-4755-8779-b1fa7b1e10b2\",\"title\":\"Oxford Saïd: Artificial Intelligence Programme\",\"url\":\"/executive-education/university-of-oxford-artificial-intelligence-programme\",\"owner\":{\"key\":\"OxfordX\",\"name\":\"University of Oxford\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2b628454-1c1f-4a61-978a-7bec1e588918-f65474eb5fac.png\"}}},{\"id\":\"32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"title\":\"Artificial Intelligence: Implications for Business Strategy\",\"url\":\"/executive-education/massachusetts-institute-of-technology-artificial-intelligence-implications-for-business-strategy\",\"owner\":{\"key\":\"MITx\",\"name\":\"Massachusetts Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\"}}},{\"id\":\"a626c6e3-1041-4937-94fe-d144c8355a2d\",\"title\":\"Higher Education Teaching Certificate\",\"url\":\"/executive-education/harvard-university-higher-education-teaching-certificate\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}}]}],\"linkList\":{\"title\":\"Popular topics\",\"links\":[{\"label\":\"Sustainability Executive Education Programs\",\"url\":\"/executive-education/sustainability\",\"isExternal\":false},{\"label\":\"Data Science Executive Education Programs\",\"url\":\"/executive-education/data-science\",\"isExternal\":false},{\"label\":\"Management Executive Education Programs\",\"url\":\"/executive-education/management\",\"isExternal\":false},{\"label\":\"Data Analytics Executive Education Programs\",\"url\":\"/executive-education/data-analytics\",\"isExternal\":false},{\"label\":\"Product Management Executive Education Programs\",\"url\":\"/executive-education/product-management\",\"isExternal\":false},{\"label\":\"Economics Executive Education Programs\",\"url\":\"/executive-education/economics\",\"isExternal\":false},{\"label\":\"Strategy Executive Education Programs\",\"url\":\"/executive-education/strategy\",\"isExternal\":false},{\"label\":\"Finance Executive Education Programs\",\"url\":\"/executive-education/finance\",\"isExternal\":false},{\"label\":\"Leadership Executive Education Programs\",\"url\":\"/executive-education/leadership\",\"isExternal\":false},{\"label\":\"FinTech Executive Education Programs\",\"url\":\"/executive-education/fintech\",\"isExternal\":false},{\"label\":\"Real Estate Executive Education Programs\",\"url\":\"/executive-education/real-estate\",\"isExternal\":false},{\"label\":\"Blockchain Executive Education Programs\",\"url\":\"/executive-education/blockchain\",\"isExternal\":false},{\"label\":\"Healthcare Executive Education Programs\",\"url\":\"/executive-education/healthcare\",\"isExternal\":false},{\"label\":\"Artificial Intelligence (AI) Executive Education Programs\",\"url\":\"/executive-education/artificial-intelligence\",\"isExternal\":false},{\"label\":\"Marketing Executive Education Programs\",\"url\":\"/executive-education/marketing\",\"isExternal\":false},{\"label\":\"Project Management Executive Education Programs\",\"url\":\"/executive-education/project-management\",\"isExternal\":false},{\"label\":\"Digital Marketing Executive Education Programs\",\"url\":\"/executive-education/digital-marketing\",\"isExternal\":false},{\"label\":\"Operations Management Executive Education Programs\",\"url\":\"/executive-education/operations-management\",\"isExternal\":false},{\"label\":\"Design Executive Education Programs\",\"url\":\"/executive-education/design\",\"isExternal\":false},{\"label\":\"Supply Chain Executive Education Programs\",\"url\":\"/executive-education/supply-chain\",\"isExternal\":false},{\"label\":\"Information Technology Executive Education Programs\",\"url\":\"/executive-education/information-technology\",\"isExternal\":false},{\"label\":\"Cybersecurity Executive Education Programs\",\"url\":\"/executive-education/cybersecurity\",\"isExternal\":false},{\"label\":\"Innovation Executive Education Programs\",\"url\":\"/executive-education/innovation\",\"isExternal\":false},{\"label\":\"Negotiation Executive Education Programs\",\"url\":\"/executive-education/negotiation\",\"isExternal\":false},{\"label\":\"Entrepreneurship Executive Education Programs\",\"url\":\"/executive-education/entrepreneurship\",\"isExternal\":false},{\"label\":\"Law Executive Education Programs\",\"url\":\"/executive-education/law\",\"isExternal\":false},{\"label\":\"Programas de Educación Ejecutiva en Transformación Digital\",\"url\":\"/executive-education/digital-transformation\",\"isExternal\":false},{\"label\":\"Human Resources Executive Education Programs\",\"url\":\"/executive-education/human-resources\",\"isExternal\":false},{\"label\":\"Talent Management Executive Education Programs\",\"url\":\"/executive-education/talent-management\",\"isExternal\":false},{\"label\":\"Sales Executive Education Programs\",\"url\":\"/executive-education/sales\",\"isExternal\":false},{\"label\":\"Accounting Executive Education Programs\",\"url\":\"/executive-education/accounting\",\"isExternal\":false},{\"label\":\"Change Management Executive Education Programs\",\"url\":\"/executive-education/change-management\",\"isExternal\":false},{\"label\":\"Risk Management Executive Education Programs\",\"url\":\"/executive-education/risk-management\",\"isExternal\":false},{\"label\":\"International Relations Executive Education Programs\",\"url\":\"/executive-education/international-relations\",\"isExternal\":false},{\"label\":\"Women's Executive Leadership Programs\",\"url\":\"/executive-education/womens-executive-leadership-program\",\"isExternal\":false}]}},{\"label\":\"Earn a degree\",\"hero\":{\"title\":\"Degrees\",\"subTitle\":\"Degree programs from top institutions around the world to enable your career transformation and advancement.\",\"cta\":{\"viewAll\":{\"label\":\"View all Degrees\",\"url\":\"/search?tab=degree-program\u0026page=1\"}},\"ctaPosition\":\"right\"},\"productSummaries\":[{\"title\":\"Master's \u0026 Doctoral\",\"description\":\"Online degree programs from top institutions taught by expert faculty.\",\"features\":[\"Instructor-led, graduate level classes\",\"1-3 years\"],\"links\":[{\"label\":\"Browse all Master's Degrees\",\"url\":\"/masters\"},{\"label\":\"Browse all Doctorate degrees\",\"url\":\"/doctorate\"}]},{\"title\":\"Bachelor's\",\"description\":\"Online undergraduate degree programs from top institutions taught by expert faculty.\",\"features\":[\"Instructor-led, online classes\",\"2-6 years\"],\"links\":[{\"label\":\"Browse all Bachelor's degrees\",\"url\":\"/bachelors\"}]},{\"title\":\"Paths to degrees\",\"description\":\"A series of graduate-level programs from top institutions, uniquely designed to advance your career by providing a deep level of learning in a specific discipline.\",\"features\":[\"Instructor-led, online classes\",\"2 - 6 months\"],\"links\":[{\"label\":\"Browse all MicroMasters® pathways\",\"url\":\"/masters/micromasters\"},{\"label\":\"Browse all MicroBachelors® pathways\",\"url\":\"/bachelors/microbachelors\"}]}],\"productLists\":[{\"title\":\"Trending degrees\",\"products\":[{\"id\":\"85f981c8-4e1b-4cc4-b3cc-cd2bd741b405\",\"title\":\"Master of Arts in Psychology\",\"url\":\"/masters/psychology/pepperdine-master-of-arts-in-psychology\",\"owner\":{\"key\":\"Pepperdine\",\"name\":\"Pepperdine University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\"}}},{\"id\":\"273b170f-af05-4036-9f51-d865910959e2\",\"title\":\"Master of Social Work\",\"url\":\"/masters/online-msw-programs/denver-master-of-social-work\",\"owner\":{\"key\":\"UniversityofDenver\",\"name\":\"University of Denver\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/ed4b14c6-ee2c-4a78-a97b-e73bad0485af-27577f044447.png\"}}},{\"id\":\"c106927f-09cc-4b9a-9f8c-c757db45d92a\",\"title\":\"Bachelor of Science in Economics and Management\",\"url\":\"/bachelors/universityoflondon-bachelor-of-science-in-economics-and-management\",\"owner\":{\"key\":\"UniversityofLondon\",\"name\":\"University of London\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/5427ee88-6dba-46ff-8ed8-87b71e3234da-0af1465ab67e.png\"}}},{\"id\":\"4a8c1f85-f7bb-4ba9-b102-b5864c921fa1\",\"title\":\"Master of Public Health\",\"url\":\"/masters/masters-in-public-health-online/unc-master-of-public-health\",\"owner\":{\"key\":\"UNC-CH\",\"name\":\"The University of North Carolina at Chapel Hill\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/283be432-c4de-4818-83c5-bd77a2de49d6-2a29798bfd41.png\"}}},{\"id\":\"a50e509c-44ae-4e85-9e12-85af6052c613\",\"title\":\"Doctor of Education in Leadership and Learning in Organizations\",\"url\":\"/doctorate/online-edd-programs/vanderbilt-doctor-of-education-in-leadership-and-learning-in-organizations\",\"owner\":{\"key\":\"Vanderbilt\",\"name\":\"Vanderbilt University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/de684a48-2ebc-4596-b466-98ea2cc948b4-864155e2641e.png\"}}}]}],\"linkList\":{\"title\":\"Trending Topics\",\"links\":[{\"label\":\"Master's in Business Administration (MBA)\",\"url\":\"/masters/online-mba\"},{\"label\":\"Master's in Social Work (MSW)\",\"url\":\"/masters/online-msw-programs\"},{\"label\":\"Master's in Psychology\",\"url\":\"/masters/psychology\"},{\"label\":\"Master's in Clinical Psychology\",\"url\":\"/masters/psychology/online-masters-in-clinical-psychology\"},{\"label\":\"Master's in Marriage and Family Therapy (MFT)\",\"url\":\"/masters/psychology/online-mft-programs\"},{\"label\":\"Master's in Applied Behavior Analysis (ABA)\",\"url\":\"/masters/psychology/online-aba-programs\"},{\"label\":\"Master's in Licensed Professional Counseling (LPC)\",\"url\":\"/masters/psychology/online-lpc-programs\"},{\"label\":\"Master of Data Science (MDS)\",\"url\":\"/masters/online-masters-in-data-science\"},{\"label\":\"Master's in Artificial Intelligence\",\"url\":\"/masters/online-masters-in-artificial-intelligence\"},{\"label\":\"Master's in Architecture (M.Arch)\",\"url\":\"/masters/online-masters-in-architecture\"},{\"label\":\"Master's in Speech Language Pathology (SLP)\",\"url\":\"/masters/online-slp-programs\"},{\"label\":\"Master's in Public Health (MPH)\",\"url\":\"/masters/masters-in-public-health-online\"},{\"label\":\"Master's in Education\",\"url\":\"/masters/masters-in-education-online\"},{\"label\":\"Master's in Educational Leadership\",\"url\":\"/masters/masters-in-education-online/online-masters-in-educational-leadership\"},{\"label\":\"Master's in Teaching (MAT)\",\"url\":\"/masters/online-mat-programs\"},{\"label\":\"Master's in Nursing (MSN)\",\"url\":\"/masters/online-msn-programs\"},{\"label\":\"Family Nurse Practitioner (FNP)\",\"url\":\"/masters/online-msn-programs/online-fnp-programs\"},{\"label\":\"Psychiatric Mental Health Nurse Practitioner (PMHNP)\",\"url\":\"/masters/online-msn-programs/online-pmhnp-programs\"},{\"label\":\"Acute Care Nurse Practitioner (ACNP)\",\"url\":\"/masters/online-msn-programs/online-acute-care-nurse-practitioner-programs\"},{\"label\":\"Master of Laws (LLM)\",\"url\":\"/masters/online-llm-programs\"},{\"label\":\"Master of Legal Studies\",\"url\":\"/masters/online-master-of-legal-studies\"},{\"label\":\"Master's in Counseling\",\"url\":\"/masters/counseling\"},{\"label\":\"Master's in School Counseling\",\"url\":\"/masters/counseling/online-masters-in-school-counseling\"},{\"label\":\"Master's in Mental Health Counseling\",\"url\":\"/masters/counseling/online-masters-in-mental-health-counseling\"},{\"label\":\"Master's in Counseling \u0026 Psychology\",\"url\":\"/masters/counseling-psychology\"},{\"label\":\"Master of Engineering (MEng)\",\"url\":\"/masters/online-masters-in-engineering\"},{\"label\":\"Master's in Computer Engineering\",\"url\":\"/masters/online-masters-in-engineering/online-computer-engineering-masters\"},{\"label\":\"Master's in Cybersecurity\",\"url\":\"/masters/online-masters-in-cybersecurity\"},{\"label\":\"Master's in Information Technology (IT)\",\"url\":\"/masters/online-masters-in-information-technology\"},{\"label\":\"Master's in Information Systems\",\"url\":\"/masters/masters-in-information-systems-online\"},{\"label\":\"Master's in Computer Science\",\"url\":\"/masters/online-masters-in-computer-science\"},{\"label\":\"Master of Library and Information Science (MLIS)\",\"url\":\"/masters/online-mlis-programs\"},{\"label\":\"Master's in International Relations\",\"url\":\"/masters/online-masters-in-international-relations\"},{\"label\":\"Master's in Communication\",\"url\":\"/masters/online-masters-in-communication\"},{\"label\":\"Master's in Design\",\"url\":\"/masters/online-masters-in-design\"},{\"label\":\"Master's in Health Administration (MHA)\",\"url\":\"/masters/online-mha\"},{\"label\":\"Master's in Business\",\"url\":\"/masters/online-masters-in-business\"},{\"label\":\"Master of Accounting\",\"url\":\"/masters/online-masters-in-accounting\"},{\"label\":\"Master's in Entrepreneurship\",\"url\":\"/masters/masters-in-entrepreneurship-online\"},{\"label\":\"Master's in Leadership\",\"url\":\"/masters/masters-in-leadership-online\"},{\"label\":\"Master's in Human Resources\",\"url\":\"/masters/online-masters-in-human-resources\"},{\"label\":\"Master's in Supply Chain Management\",\"url\":\"/masters/online-masters-in-supply-chain-management\"},{\"label\":\"Master's in Public Administration (MPA)\",\"url\":\"/masters/masters-in-public-administration-online\"},{\"label\":\"Master's in Analytics\",\"url\":\"/masters/online-masters-in-analytics\"},{\"label\":\"Maestría en Analítica de Negocios\",\"url\":\"/masters/online-masters-in-analytics/online-masters-in-business-analytics\"},{\"label\":\"Master's in Data Analytics\",\"url\":\"/masters/online-masters-in-analytics/online-masters-in-data-analytics\"},{\"label\":\"Master's in Project Management (MPM)\",\"url\":\"/masters/masters-in-project-management-online\"},{\"label\":\"Maestría en Cuidado de la Salud\",\"url\":\"/masters/healthcare\"},{\"label\":\"Master's in Nutrition\",\"url\":\"/masters/online-masters-in-nutrition\"},{\"label\":\"Licenciatura en Trabajo Social (BSW)\",\"url\":\"/bachelors/social-work-bsw\"},{\"label\":\"Bachelor of Psychology\",\"url\":\"/bachelors/psychology\"},{\"label\":\"Bachelor of Computer Science in Data Science\",\"url\":\"/bachelors/computer-data-sciences\"},{\"label\":\"Bachelor of Public Health\",\"url\":\"/bachelors/bachelors-in-public-health-online\"},{\"label\":\"Bachelor of Accounting\",\"url\":\"/bachelors/online-accounting-bachelor-degree\"},{\"label\":\"Bachelor of Finance\",\"url\":\"/bachelors/online-bachelors-degree-finance\"},{\"label\":\"Bachelor of Health and Social Service\",\"url\":\"/bachelors/health-social-services\"},{\"label\":\"Bachelor's in Business\",\"url\":\"/bachelors/business\"},{\"label\":\"Doctorate in Social Work (DSW)\",\"url\":\"/doctorate/social-work\"},{\"label\":\"Doctor of Public Health (DrPH)\",\"url\":\"/doctorate/online-drph-programs\"},{\"label\":\"Doctor of Education (EdD)\",\"url\":\"/doctorate/online-edd-programs\"},{\"label\":\"Doctor of Nursing Practice (DNP)\",\"url\":\"/doctorate/online-dnp-programs\"},{\"label\":\"Doctor of Physical Therapy (DPT)\",\"url\":\"/doctorate/online-dpt-programs\"},{\"label\":\"Doctor of Pharmacy (PharmD)\",\"url\":\"/doctorate/online-pharmd-programs\"}]}}]},{\"title\":\"By topic\",\"items\":[{\"label\":\"Artificial Intelligence\",\"hero\":{\"title\":\"Artificial Intelligence\",\"subTitle\":\"Artificial Intelligence (AI) is a unique field of study that combines computer science, robust datasets, and the ability of machines to simulate human intelligence to advance problem-solving techniques and tasks.\",\"cta\":{\"viewAll\":{\"label\":\"View all Artificial Intelligence courses\",\"url\":\"/search?tab=course\u0026skills.skill=Artificial+Intelligence\"},\"learnMore\":{\"label\":\"Learn more about Artificial Intelligence\",\"url\":\"/learn/artificial-intelligence\"}},\"ctaPosition\":\"left\"},\"linkList\":{\"title\":\"Related Topics\",\"links\":[{\"label\":\"ChatGPT\",\"url\":\"/learn/chatgpt\"},{\"label\":\"Machine Learning\",\"url\":\"/learn/machine-learning\"},{\"label\":\"Computer Science\",\"url\":\"/learn/computer-science\"},{\"label\":\"Electronics\",\"url\":\"/learn/electronics\"},{\"label\":\"Automation\",\"url\":\"/learn/automation\"},{\"label\":\"Augmented Reality\",\"url\":\"/learn/augmented-reality\"},{\"label\":\"Internet of Things\",\"url\":\"/learn/iot-internet-of-things\"},{\"label\":\"Software Engineering\",\"url\":\"/learn/software-engineering\"},{\"label\":\"Data Mining\",\"url\":\"/learn/data-mining\"},{\"label\":\"Robotics\",\"url\":\"/learn/robotics\"},{\"label\":\"Deep Learning\",\"url\":\"/learn/deep-learning\"},{\"label\":\"Computer Engineering\",\"url\":\"/learn/computer-engineering\"},{\"label\":\"Algorithms\",\"url\":\"/learn/algorithms\"},{\"label\":\"Natural Language Processing\",\"url\":\"/learn/natural-language-processing\"},{\"label\":\"Computer Programming\",\"url\":\"/learn/computer-programming\"},{\"label\":\"Computer Vision\",\"url\":\"/learn/computer-vision\"},{\"label\":\"Robotic Process Automation\",\"url\":\"/learn/robotic-process-automation\"},{\"label\":\"Computer Networking\",\"url\":\"/learn/computer-networking\"},{\"label\":\"Mathematical Modeling\",\"url\":\"/learn/mathematical-modeling\"},{\"label\":\"Autonomous Robotics\",\"url\":\"/learn/autonomous-robotics\"}]},\"productLists\":[{\"title\":\"Certificates\",\"products\":[{\"id\":\"1f905330-28e5-4407-a85e-1d5070c66ae4\",\"title\":\"Foundations of AI\",\"url\":\"/certificates/professional-certificate/ibm-foundations-of-ai\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"8c5c1af9-761b-49b4-9f52-f6f48856d906\",\"title\":\"Computer Science for Artificial Intelligence\",\"url\":\"/certificates/professional-certificate/harvardx-computer-science-for-artifical-intelligence\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"9f0781f8-33c8-41c1-84a7-6c161413070c\",\"title\":\"Fundamentals of Google AI for Web Based Machine Learning\",\"url\":\"/certificates/professional-certificate/google-fundamentals-of-google-ai-for-web-based-machine-learning\",\"owner\":{\"key\":\"Google\",\"name\":\"Google\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/29d2370f-9575-4f8e-b107-753b1abcc5f0-6a48c6833673.png\"}}}],\"cta\":{\"label\":\"View all Artificial Intelligence Certificates\",\"url\":\"/certificates/ai-certificates\"}},{\"title\":\"Executive Education\",\"products\":[{\"id\":\"32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"title\":\"Artificial Intelligence: Implications for Business Strategy\",\"url\":\"/executive-education/massachusetts-institute-of-technology-artificial-intelligence-implications-for-business-strategy\",\"owner\":{\"key\":\"MITx\",\"name\":\"Massachusetts Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\"}}},{\"id\":\"ac0779b0-d342-42c4-99b3-d2c2ff93f980\",\"title\":\"Ethics of AI\",\"url\":\"/executive-education/the-london-school-of-economics-and-political-science-ethics-of-ai\",\"owner\":{\"key\":\"LSE\",\"name\":\"The London School of Economics and Political Science\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/07141c7d-a86e-4f48-bb5b-1eef0958b465-b644124b89ef.png\"}}},{\"id\":\"ce3a934a-08ff-47da-823e-15f99cae32ef\",\"title\":\"Artificial Intelligence in Health Care\",\"url\":\"/executive-education/massachusetts-institute-of-technology-artificial-intelligence-in-health-care\",\"owner\":{\"key\":\"MITx\",\"name\":\"Massachusetts Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\"}}}],\"cta\":{\"label\":\"View all Executive Education in Artificial Intelligence\",\"url\":\"/search?tab=executive-education\u0026page=1\u0026skills.skill=Artificial+Intelligence\"}},{\"title\":\"Courses\",\"products\":[{\"id\":\"2d5b1959-d856-4a35-8aa4-c6cb67b233a9\",\"title\":\"Introduction to Generative AI\",\"url\":\"/learn/computer-science/ibm-introduction-to-generative-ai\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"3a31db71-de8f-45f1-ae65-11981ed9d680\",\"title\":\"CS50's Introduction to Artificial Intelligence with Python\",\"url\":\"/learn/artificial-intelligence/harvard-university-cs50-s-introduction-to-artificial-intelligence-with-python\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"e994d8a1-b78d-45f9-b91e-9a2ca6baa891\",\"title\":\"Generative AI Mastery: Revolutionizing Game Development\",\"url\":\"/learn/computer-science/hp-generative-ai-mastery-revolutionizing-game-development\",\"owner\":{\"key\":\"HP\",\"name\":\"HP\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2b6a09a3-61a9-415b-9048-cf90451c6bb2-681cbc2f42ed.png\"}}},{\"id\":\"93a42838-e9c4-4c72-8943-af75e3c5fb89\",\"title\":\"Google AI for Anyone\",\"url\":\"/learn/artificial-intelligence/google-google-ai-for-anyone\",\"owner\":{\"key\":\"Google\",\"name\":\"Google\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/29d2370f-9575-4f8e-b107-753b1abcc5f0-6a48c6833673.png\"}}}],\"cta\":{\"label\":\"View all Artificial Intelligence courses\",\"url\":\"/search?q=artificial+intelligence\u0026tab=course\"}},{\"title\":\"Degrees\",\"products\":[{\"id\":\"9a6bc27b-2d27-4064-801b-951960ba661d\",\"title\":\"Master of Science in Data Science\",\"url\":\"/masters/online-masters-in-data-science/smu-master-of-science-in-data-science\",\"owner\":{\"key\":\"SMU\",\"name\":\"Southern Methodist University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/4d5918c8-a5c0-4a5c-8e14-26cc753a132d-efd10ea9cd00.png\"}}},{\"id\":\"854a7267-22ae-4341-9f14-3e8f554395bb\",\"title\":\"Master of Science-Business in Data, Insights, and Analytics\",\"url\":\"/masters/online-masters-in-analytics/online-masters-in-data-analytics/university-of-wisconsin-madison-master-of-science-business-in-data-insights-and-analytics\",\"owner\":{\"key\":\"WisconsinX\",\"name\":\"The University of Wisconsin-Madison\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/496e8de4-f4c2-4395-bfa4-5e9daeb60f1d-f8f8e09793a2.png\"}}},{\"id\":\"5c002189-0866-4b10-807e-bcf093346dc0\",\"title\":\"Master of Information and Cybersecurity\",\"url\":\"/masters/online-masters-in-cybersecurity/ucb-master-of-information-and-cybersecurity\",\"owner\":{\"key\":\"BerkeleyX\",\"name\":\"University of California, Berkeley\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\"}}}],\"cta\":{\"label\":\"View all Masters in Artificial Intelligence\",\"url\":\"/masters/online-masters-in-artificial-intelligence\"}}]},{\"label\":\"Data Science\",\"hero\":{\"title\":\"Data Science\",\"subTitle\":\"Data Science is an interdisciplinary field which utilizes scientific methods, algorithms, and data insights to extract meaning and drive informed decision-making across industries.\",\"cta\":{\"viewAll\":{\"label\":\"View all Data Science courses\",\"url\":\"/search?tab=course\u0026skills.skill=Data+Science\"}},\"ctaPosition\":\"right\"},\"linkList\":{\"title\":\"Related Topics\",\"links\":[{\"label\":\"Power BI\",\"url\":\"/learn/power-bi\"},{\"label\":\"SQL\",\"url\":\"/learn/sql\"},{\"label\":\"Analytics\",\"url\":\"/learn/analytics\"},{\"label\":\"MySQL\",\"url\":\"/learn/mysql\"},{\"label\":\"Coding\",\"url\":\"/learn/coding\"},{\"label\":\"PostgreSQL\",\"url\":\"/learn/postgresql\"},{\"label\":\"Big Data\",\"url\":\"/learn/big-data\"},{\"label\":\"Cloud Computing\",\"url\":\"/learn/cloud-computing\"},{\"label\":\"Syntax\",\"url\":\"/learn/syntax\"},{\"label\":\"Statistics\",\"url\":\"/learn/statistics\"},{\"label\":\"TensorFlow\",\"url\":\"/learn/tensorflow\"},{\"label\":\"Probability\",\"url\":\"/learn/probability\"},{\"label\":\"Regression\",\"url\":\"/learn/regression\"},{\"label\":\"Inference\",\"url\":\"/learn/inference\"},{\"label\":\"PyTorch\",\"url\":\"/learn/pytorch\"},{\"label\":\"Grafana\",\"url\":\"/learn/grafana\"},{\"label\":\"Business Intelligence\",\"url\":\"/learn/business-intelligence\"},{\"label\":\"Data Warehouse\",\"url\":\"/learn/data-warehouse\"},{\"label\":\"Data Structures\",\"url\":\"/learn/data-structures\"},{\"label\":\"Data Visualization\",\"url\":\"/learn/data-visualization\"}]},\"productLists\":[{\"title\":\"Certificates\",\"products\":[{\"id\":\"3c32e3e0-b6fe-4ee4-bd4f-210c6339e074\",\"title\":\"Data  Science\",\"url\":\"/certificates/professional-certificate/harvardx-data-science\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"b5598690-9bd8-4d21-b7f3-dc741b50473f\",\"title\":\"IBM Data Science\",\"url\":\"/certificates/professional-certificate/ibm-data-science\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"98ad6cea-24a1-4926-8fc0-13de8dc1c1d1\",\"title\":\"Statistics and Data Science (General Track)\",\"url\":\"/masters/micromasters/mitx-statistics-and-data-science-general-track\",\"owner\":{\"key\":\"MITx\",\"name\":\"Massachusetts Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\"}}}],\"cta\":{\"label\":\"View all Data Science certificates\",\"url\":\"/certificates/data-science-certificate\"}},{\"title\":\"Courses\",\"products\":[{\"id\":\"c2004e8e-3882-4927-a883-1c5f39a28865\",\"title\":\"Introduction to Data Science with Python\",\"url\":\"/learn/data-science/harvard-university-introduction-to-data-science-with-python\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"9bd10bfb-a8cd-4907-a26d-37fe3ea74919\",\"title\":\"Introduction to Data Science\",\"url\":\"/learn/data-science/ibm-introduction-to-data-science\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"5099587a-6c94-4e2f-872c-66cecbfa8446\",\"title\":\"Foundations of Data Analytics\",\"url\":\"/learn/data-analysis/the-hong-kong-university-of-science-and-technology-foundations-of-data-analytics\",\"owner\":{\"key\":\"HKUSTx\",\"name\":\"The Hong Kong University of Science and Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/b736b120-95f6-4ac5-83d0-138fedbbbda2-ed8f10dbd8ba.png\"}}}],\"cta\":{\"label\":\"View all Data Science courses\",\"url\":\"/search?q=data+science\u0026tab=course\"}},{\"title\":\"Graduate Degrees\",\"products\":[{\"id\":\"5cf16e5f-8a08-40a6-bc9e-bf82684c5522\",\"title\":\"Master of Science in Applied Data Science\",\"url\":\"/masters/online-masters-in-data-science/syracuse-master-of-science-in-applied-data-science\",\"owner\":{\"key\":\"SyracuseUniversity\",\"name\":\"Syracuse University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\"}}},{\"id\":\"58331700-1a02-4abe-a858-4ebe83200d15\",\"title\":\"Master of Information and Data Science\",\"url\":\"/masters/online-masters-in-data-science/ucb-master-of-information-and-data-science\",\"owner\":{\"key\":\"BerkeleyX\",\"name\":\"University of California, Berkeley\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\"}}},{\"id\":\"70adbe06-2ef5-446e-97cf-7d26520a9697\",\"title\":\"Master of Applied Data Science\",\"url\":\"/masters/online-masters-in-data-science/unc-master-of-applied-data-science\",\"owner\":{\"key\":\"UNC-CH\",\"name\":\"The University of North Carolina at Chapel Hill\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/283be432-c4de-4818-83c5-bd77a2de49d6-2a29798bfd41.png\"}}}],\"cta\":{\"label\":\"View all Data Science degrees\",\"url\":\"/masters/online-masters-in-data-science\"}},{\"title\":\"Paths to Degrees\",\"products\":[{\"id\":\"482dee71-e4b9-4b42-a47b-3e16bb69e8f2\",\"title\":\"Data Science\",\"url\":\"/masters/micromasters/uc-san-diegox-data-science\",\"owner\":{\"key\":\"UCSanDiegoX\",\"name\":\"The University of California, San Diego\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/c7f335bb-f97c-4472-af09-65ae60197005-7d797d964ddb.png\"}}},{\"id\":\"4118b1fb-cfe5-457d-b78d-76c8141a2042\",\"title\":\"Healthcare Data Analytics Toolkit\",\"url\":\"/masters/micromasters/mgh-institute-healthcare-data-analytics-toolkit\",\"owner\":{\"key\":\"MGH_Institute\",\"name\":\"MGH Institute of Health Professions\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/fa3fe5e7-5100-40a1-b56b-c44b893d92a6-8dd6dff92a89.png\"}}},{\"id\":\"a2a6a8f9-7b61-49ce-9d62-7e959b776fb7\",\"title\":\"Analytics: Essential Tools and Methods\",\"url\":\"/masters/micromasters/gtx-analytics-essential-tools-and-methods\",\"owner\":{\"key\":\"GTx\",\"name\":\"The Georgia Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\"}}}],\"cta\":{\"label\":\"Browse all MicroMasters® pathways\",\"url\":\"/micromasters\"}}]},{\"label\":\"Finance\",\"hero\":{\"title\":\"Finance\",\"subTitle\":\"Navigate the complex field of Finance, including money management, investments, and financial planning. Gain insights into market analysis and strategic decision-making, allowing for growth and profitability.\",\"cta\":{\"viewAll\":{\"label\":\"View all Finance courses\",\"url\":\"/search?skills.skill=Finance\"},\"learnMore\":{\"label\":\"Learn more about Finance\",\"url\":\"/learn/finance\"}},\"ctaPosition\":\"left\"},\"linkList\":{\"title\":\"Related Topics\",\"links\":[{\"label\":\"Bitcoin\",\"url\":\"/learn/bitcoin\"},{\"label\":\"Investing\",\"url\":\"/learn/investing\"},{\"label\":\"Cryptocurrency\",\"url\":\"/learn/cryptocurrency\"},{\"label\":\"Blockchain\",\"url\":\"/learn/blockchain\"},{\"label\":\"Trading\",\"url\":\"/learn/trading\"},{\"label\":\"Fintech\",\"url\":\"/learn/fintech\"},{\"label\":\"Stocks\",\"url\":\"/learn/stocks\"},{\"label\":\"Banking\",\"url\":\"/learn/banking\"},{\"label\":\"Risk Management\",\"url\":\"/learn/risk-management\"},{\"label\":\"Venture Capital\",\"url\":\"/learn/venture-capital\"},{\"label\":\"Taxes\",\"url\":\"/learn/taxes\"},{\"label\":\"Investment Banking\",\"url\":\"/learn/investment-banking\"},{\"label\":\"Financial Management\",\"url\":\"/learn/financial-management\"},{\"label\":\"Cryptography\",\"url\":\"/learn/cryptography\"},{\"label\":\"Circular Economy\",\"url\":\"/learn/circular-economy\"},{\"label\":\"Macroeconomics\",\"url\":\"/learn/macroeconomics\"},{\"label\":\"Financial Accounting\",\"url\":\"/learn/financial-accounting\"},{\"label\":\"Financial Literacy\",\"url\":\"/learn/financial-literacy\"},{\"label\":\"Personal Finance\",\"url\":\"/learn/personal-finance\"},{\"label\":\"Corporate Finance\",\"url\":\"/learn/corporate-finance\"}]},\"productLists\":[{\"title\":\"Certificates\",\"products\":[{\"id\":\"1859f52c-3fc0-43fe-a8a1-13660c77e9c3\",\"title\":\"Corporate Finance\",\"url\":\"/certificates/professional-certificate/columbiax-corporate-finance\",\"owner\":{\"key\":\"ColumbiaX\",\"name\":\"Columbia University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/3d8fc08e-339f-467a-a6c0-2b956ca5d6a0-797c0c6ddbc6.png\"}}},{\"id\":\"be5cc755-fa82-49f0-a7f5-512ca60cd7f0\",\"title\":\"Financial Decision-Making for Leaders\",\"url\":\"/certificates/professional-certificate/babsonx-financial-decision-making-for-leaders\",\"owner\":{\"key\":\"BabsonX\",\"name\":\"Babson College\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/5e657c42-b466-4101-883a-7f2830ff3d54-1cc106481e49.png\"}}},{\"id\":\"20323088-3d02-40de-9418-cc9fc31b011a\",\"title\":\"Risk Management\",\"url\":\"/certificates/professional-certificate/nyif-risk-management\",\"owner\":{\"key\":\"NYIF\",\"name\":\"New York Institute of Finance\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/ecabc090-da26-4831-b96e-9c08f67f320e-ffcfe486232e.png\"}}}],\"cta\":{\"label\":\"View all Finance certificates\",\"url\":\"/search?q=finance\u0026tab=program\u0026program_type=Professional+Certificate\"}},{\"title\":\"Courses\",\"products\":[{\"id\":\"fff44379-c896-4b15-ab1d-b92f28acb789\",\"title\":\"Financial Analysis for Decision Making\",\"url\":\"/learn/financial-analysis/babson-college-financial-analysis-for-decision-making\",\"owner\":{\"key\":\"BabsonX\",\"name\":\"Babson College\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/5e657c42-b466-4101-883a-7f2830ff3d54-1cc106481e49.png\"}}},{\"id\":\"9ed274f9-9db1-4e08-93a6-0fa07e684970\",\"title\":\"Introduction to Corporate Finance\",\"url\":\"/learn/corporate-finance/columbia-university-introduction-to-corporate-finance\",\"owner\":{\"key\":\"ColumbiaX\",\"name\":\"Columbia University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/3d8fc08e-339f-467a-a6c0-2b956ca5d6a0-797c0c6ddbc6.png\"}}},{\"id\":\"9f624cf0-74f5-4293-bbb0-95a41e5543ac\",\"title\":\"Essential Career Skills for Investment Banking and Finance\",\"url\":\"/learn/investment-banking/new-york-institute-of-finance-essential-career-skills-for-investment-banking-and-finance\",\"owner\":{\"key\":\"NYIF\",\"name\":\"New York Institute of Finance\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/ecabc090-da26-4831-b96e-9c08f67f320e-ffcfe486232e.png\"}}}],\"cta\":{\"label\":\"View all Finance courses\",\"url\":\"/search?q=finance\u0026tab=course\"}},{\"title\":\"Graduate Degrees\",\"products\":[{\"id\":\"74f633a8-2eaa-4202-9e31-79f6868934b0\",\"title\":\"Master of Management\",\"url\":\"/masters/ucdavis-master-of-management\",\"owner\":{\"key\":\"UCDavis\",\"name\":\"University of California, Davis\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/3a33451f-9a20-41f0-9cd1-5f3624a0940e-be0782e0ed48.png\"}}},{\"id\":\"3001f267-a52b-4513-9d5c-bce423e05eb6\",\"title\":\"Master of Business Administration\",\"url\":\"/masters/online-mba/rice-master-of-business-administration\",\"owner\":{\"key\":\"RICEx\",\"name\":\"Rice University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/3e0f3544-6626-4373-afb9-b21e0e66a571-9317ec003c4d.png\"}}},{\"id\":\"97526f98-0ea6-4f43-8574-a58ca13031dd\",\"title\":\"Master of Science in Communications Management\",\"url\":\"/masters/online-masters-in-communication/syracuse-master-of-science-in-communications-management\",\"owner\":{\"key\":\"SyracuseUniversity\",\"name\":\"Syracuse University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\"}}}],\"cta\":{\"label\":\"View all Finance degrees\",\"url\":\"/search?learning_type=Masters\u0026learning_type=Doctorate\u0026learning_type=Certificate\u0026tab=degree-program\u0026page=1\u0026skills.skill=Finance\"}},{\"title\":\"Undergraduate Degrees\",\"products\":[{\"id\":\"159d1753-d974-4b5b-b657-516805797753\",\"title\":\"Bachelor of Science in Finance\",\"url\":\"/bachelors/universityoflondon-bachelor-of-science-in-finance\",\"owner\":{\"key\":\"UniversityofLondon\",\"name\":\"University of London\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/5427ee88-6dba-46ff-8ed8-87b71e3234da-0af1465ab67e.png\"}}},{\"id\":\"da3a0dc4-f697-48fd-bc7d-44c208608dd5\",\"title\":\"Bachelor of Science in Finance\",\"url\":\"/bachelors/maryville-university-bachelor-of-science-in-finance\",\"owner\":{\"key\":\"Maryville\",\"name\":\"Maryville University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\"}}},{\"id\":\"b6223778-8769-407a-85e3-3f167d170d24\",\"title\":\"Bachelor of Science in Accounting\",\"url\":\"/bachelors/maryville-university-bachelor-of-science-in-accounting\",\"owner\":{\"key\":\"Maryville\",\"name\":\"Maryville University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\"}}}],\"cta\":{\"label\":\"View all Finance degrees\",\"url\":\"/bachelors/online-bachelors-degree-finance\"}}]},{\"label\":\"Business Administration\",\"hero\":{\"title\":\"Business Administration\",\"subTitle\":\"Business Administration is the key to lead and manage operations, organize resources, and direct a team to achieve organizational goals with efficiency and effectiveness.\",\"cta\":{\"viewAll\":{\"label\":\"View all Business Administration Courses\",\"url\":\"/search?tab=course\u0026subject=Business+%26+Management\"},\"learnMore\":{\"label\":\"Learn more about Business Administration\",\"url\":\"/learn/business-administration\"}},\"ctaPosition\":\"left\"},\"linkList\":{\"title\":\"Related Topics\",\"links\":[{\"label\":\"Excel\",\"url\":\"/learn/excel\"},{\"label\":\"Marketing\",\"url\":\"/learn/marketing\"},{\"label\":\"Digital Marketing\",\"url\":\"/learn/digital-marketing\"},{\"label\":\"Entrepreneurship\",\"url\":\"/learn/entrepreneurship\"},{\"label\":\"Success\",\"url\":\"/learn/success\"},{\"label\":\"CEO\",\"url\":\"/learn/ceo\"},{\"label\":\"Management\",\"url\":\"/learn/management\"},{\"label\":\"Sales\",\"url\":\"/learn/sales\"},{\"label\":\"Accounting\",\"url\":\"/learn/accounting\"},{\"label\":\"Leadership\",\"url\":\"/learn/leadership\"},{\"label\":\"Innovation\",\"url\":\"/learn/innovation\"},{\"label\":\"Procurement\",\"url\":\"/learn/procurement\"},{\"label\":\"Scrum\",\"url\":\"/learn/scrum\"},{\"label\":\"Zapier\",\"url\":\"/learn/zapier\"},{\"label\":\"Ecommerce\",\"url\":\"/learn/ecommerce\"},{\"label\":\"Project Management\",\"url\":\"/learn/project-management\"},{\"label\":\"Agile\",\"url\":\"/learn/agile\"},{\"label\":\"ServiceNow\",\"url\":\"/learn/servicenow\"},{\"label\":\"Business Plan\",\"url\":\"/learn/business-plan\"},{\"label\":\"Retail\",\"url\":\"/learn/retail\"}]},\"productLists\":[{\"title\":\"Certificates\",\"products\":[{\"id\":\"e09b8c3f-520d-4e1b-a174-b2a8f5d70f1a\",\"title\":\"PreMBA Essentials for Professionals\",\"url\":\"/certificates/professional-certificate/imperialbusinessx-pre-mba-essentials-for-professionals\",\"owner\":{\"key\":\"ImperialX\",\"name\":\"Imperial College London\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/b7b5c4b8-9908-4caa-8e02-453a2a960b0b-9cda9ffb8e95.png\"}}},{\"id\":\"2fc3236d-78a9-45a1-8c0c-fc290e74259e\",\"title\":\"Supply Chain Management\",\"url\":\"/masters/micromasters/mitx-supply-chain-management\",\"owner\":{\"key\":\"MITx\",\"name\":\"Massachusetts Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\"}}},{\"id\":\"59488f04-79a1-442d-9485-ca84562d6e12\",\"title\":\"Business Management\",\"url\":\"/masters/micromasters/iimbx-business-management\",\"owner\":{\"key\":\"IIMBx\",\"name\":\"Indian Institute of Management Bangalore\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/c2e6b3f5-9c1f-41f0-b692-f2173d05a256-7729f0b9d72b.png\"}}}],\"cta\":{\"label\":\"View all Business Administration certificates\",\"url\":\"/certificates/business-certificate\"}},{\"title\":\"Courses\",\"products\":[{\"id\":\"a00ec61d-e2db-45c8-92c9-4727056c2f4a\",\"title\":\"The Foundations of Happiness at Work\",\"url\":\"/learn/happiness/university-of-california-berkeley-the-foundations-of-happiness-at-work\",\"owner\":{\"key\":\"BerkeleyX\",\"name\":\"University of California, Berkeley\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\"}}},{\"id\":\"002fcc00-5258-4760-ae83-8e8f1280e3bd\",\"title\":\"Entrepreneurial Operations: Launching a Startup\",\"url\":\"/learn/entrepreneurship/babson-college-entrepreneurial-operations-launching-a-startup\",\"owner\":{\"key\":\"BabsonX\",\"name\":\"Massachusetts Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/5e657c42-b466-4101-883a-7f2830ff3d54-1cc106481e49.png\"}}},{\"id\":\"032359a2-9c75-467b-941e-0a0e56735627\",\"title\":\"Sport Business Foundations\",\"url\":\"/learn/sports-business/university-of-alaska-fairbanks-sport-business-foundations\",\"owner\":{\"key\":\"AlaskaX\",\"name\":\"University of Alaska Fairbanks\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8d801db7-a298-4c63-9372-59e00f6e4038-b7c8e8d997b1.png\"}}}],\"cta\":{\"label\":\"View all Business Administration courses\",\"url\":\"/search?tab=course\u0026subject=Business+%26+Management\"}},{\"title\":\"Graduate Degrees\",\"products\":[{\"id\":\"74f633a8-2eaa-4202-9e31-79f6868934b0\",\"title\":\"Master of Management\",\"url\":\"/masters/ucdavis-master-of-management\",\"owner\":{\"key\":\"UCDavis\",\"name\":\"University of California, Davis\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/3a33451f-9a20-41f0-9cd1-5f3624a0940e-be0782e0ed48.png\"}}},{\"id\":\"1be98dfc-6b32-4f4c-8beb-02a2b1ef9183\",\"title\":\"Master of Business Administration\",\"url\":\"/masters/online-mba/unc-master-of-business-administration\",\"owner\":{\"key\":\"UNC-CH\",\"name\":\"The University of North Carolina at Chapel Hill\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/283be432-c4de-4818-83c5-bd77a2de49d6-2a29798bfd41.png\"}}},{\"id\":\"97526f98-0ea6-4f43-8574-a58ca13031dd\",\"title\":\"Master of Science in Communications Management\",\"url\":\"/masters/online-masters-in-communication/syracuse-master-of-science-in-communications-management\",\"owner\":{\"key\":\"SyracuseUniversity\",\"name\":\"Syracuse University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\"}}}],\"cta\":{\"label\":\"View all Business Administration degrees\",\"url\":\"/masters/online-masters-in-business\"}},{\"title\":\"Path to degrees\",\"products\":[{\"id\":\"d1768ac3-9e71-45ee-9174-2d553968c8a5\",\"title\":\"Introduction to Marketing\",\"url\":\"/learn/marketing/university-of-british-columbia-introduction-to-marketing\",\"owner\":{\"key\":\"UBCx\",\"name\":\"University of British Columbia\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/eac96c61-1462-4084-a0b2-12525b74a9e1-8377159ff774.png\"}}},{\"id\":\"1c30e9b3-78ee-4c57-9af9-922153073d99\",\"title\":\"Business Foundations\",\"url\":\"/learn/business-administration/university-of-british-columbia-business-foundations\",\"owner\":{\"key\":\"UBCx\",\"name\":\"University of British Columbia\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/eac96c61-1462-4084-a0b2-12525b74a9e1-8377159ff774.png\"}}},{\"id\":\"38dde1fd-e9a4-4f4b-9c87-87a3d0161830\",\"title\":\"Project Management\",\"url\":\"/masters/micromasters/ritx-project-management\",\"owner\":{\"key\":\"RITx\",\"name\":\"Rochester Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/de3e9ff0-477d-4496-8cfa-a98f902e5830-71b79f0ac34a.png\"}}}],\"cta\":{\"label\":\"Browse all MicroMasters® pathways\",\"url\":\"/masters/micromasters\"}}]},{\"label\":\"Cybersecurity\",\"hero\":{\"title\":\"Cybersecurity\",\"subTitle\":\"Cybersecurity is a subset of information technology (IT) focused on protecting digital systems and information. Cybersecurity specialists play key roles in the protection of IT systems against unauthorized access to data systems, centers and other systems.\",\"cta\":{\"viewAll\":{\"label\":\"View all Cybersecurity Courses\",\"url\":\"/search?tab=course\u0026skills.skill=Cyber+Security\"},\"learnMore\":{\"label\":\"Learn more about Cybersecurity\",\"url\":\"/learn/cybersecurity\"}},\"ctaPosition\":\"left\"},\"linkList\":{\"title\":\"Related Topics\",\"links\":[{\"label\":\"Information Security\",\"url\":\"/learn/information-security\"},{\"label\":\"Computer Security\",\"url\":\"/learn/computer-security\"},{\"label\":\"Cloud Computing\",\"url\":\"/learn/cloud-computing\"},{\"label\":\"Encryption\",\"url\":\"/learn/encryption\"},{\"label\":\"Security Administration\",\"url\":\"/learn/security-administration\"},{\"label\":\"Security Software\",\"url\":\"/learn/security-software\"},{\"label\":\"Vulnerability Management\",\"url\":\"/learn/vulnerability-management\"},{\"label\":\"Information Technology\",\"url\":\"/learn/information-technology\"},{\"label\":\"Data Encryption\",\"url\":\"/learn/data-encryption\"},{\"label\":\"SaaS\",\"url\":\"/learn/software-as-a-service\"},{\"label\":\"User Experience (UX)\",\"url\":\"/learn/user-experience-ux\"},{\"label\":\"Cybersecurity\",\"url\":\"/learn/cybersecurity\"},{\"label\":\"UX Design\",\"url\":\"/learn/ux-design\"},{\"label\":\"Network Security\",\"url\":\"/learn/network-security\"},{\"label\":\"Security Testing\",\"url\":\"/learn/security-testing\"},{\"label\":\"Data Management\",\"url\":\"/learn/data-management\"},{\"label\":\"Technical Analysis\",\"url\":\"/learn/technical-analysis\"},{\"label\":\"Encryption Software\",\"url\":\"https://www.edx.org/learn/encryption-software\"}]},\"productLists\":[{\"title\":\"Certificates\",\"products\":[{\"id\":\"54c7ce9c-5a40-4e12-ab87-d562833387c4\",\"title\":\"Computer Science for Cybersecurity\",\"url\":\"/certificates/professional-certificate/harvardx-computer-science-for-cybersecurity\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"57e4cbf4-6b8a-4cd2-a164-380453d5c424\",\"title\":\"Cybersecurity Analyst\",\"url\":\"/certificates/professional-certificate/ibm-cybersecurity-analyst\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"5931b9af-b058-4612-9108-2301741a0740\",\"title\":\"Essentials of Cybersecurity\",\"url\":\"/certificates/professional-certificate/uwashingtonx-essentials-cybersecurity\",\"owner\":{\"key\":\"UWashingtonX\",\"name\":\"University of Washington\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/a7530503-bd7f-49c4-afbe-22824a191282-25b122e47f8d.png\"}}}],\"cta\":{\"label\":\"View all Cybersecurity certificates\",\"url\":\"/search?q=cybersecurity\u0026tab=program\u0026program_type=Professional+Certificate\"}},{\"title\":\"Courses\",\"products\":[{\"id\":\"88391405-e329-495d-bf72-5de13bbf1846\",\"title\":\"CS50's Introduction to Cybersecurity\",\"url\":\"/learn/cybersecurity/harvard-university-cs50-s-introduction-to-cybersecurity\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"cc2b4496-bccb-4ddc-b6d9-a6ad7d05d28f\",\"title\":\"Beginners Guide to Cybersecurity\",\"url\":\"/learn/cybersecurity/ibm-beginners-guide-to-cybersecurity\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"6bc0aff3-4ff1-4a1a-a93c-38dd2168becd\",\"title\":\"Finding Your Cybersecurity Career Path\",\"url\":\"/learn/cybersecurity/university-of-washington-finding-your-cybersecurity-career-path\",\"owner\":{\"key\":\"UWashingtonX\",\"name\":\"University of Washington\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/a7530503-bd7f-49c4-afbe-22824a191282-25b122e47f8d.png\"}}}],\"cta\":{\"label\":\"View all Cybersecurity courses\",\"url\":\"/search?q=cybersecurity\u0026tab=course\u0026page=1\"}},{\"title\":\"Degrees\",\"products\":[{\"id\":\"780e11a3-0b47-424f-8a03-3f0a9072c5ec\",\"title\":\"Master of Science in Cybersecurity\",\"url\":\"/masters/online-masters-in-cybersecurity/syracuse-master-of-science-in-cybersecurity\",\"owner\":{\"key\":\"SyracuseUniversity\",\"name\":\"Syracuse University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\"}}},{\"id\":\"5c002189-0866-4b10-807e-bcf093346dc0\",\"title\":\"Master of Information and Cybersecurity\",\"url\":\"/masters/online-masters-in-cybersecurity/ucb-master-of-information-and-cybersecurity\",\"owner\":{\"key\":\"BerkeleyX\",\"name\":\"University of California, Berkeley\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\"}}},{\"id\":\"de971614-e9f1-4dc5-9081-5dec52d5ac4e\",\"title\":\"Master of Science in Cybersecurity\",\"url\":\"/masters/maryville-university-master-of-science-in-cybersecurity\",\"owner\":{\"key\":\"Maryville\",\"name\":\"Maryville University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\"}}}],\"cta\":{\"label\":\"View all Cybersecurity degrees\",\"url\":\"/masters/online-masters-in-cybersecurity\"}},{\"title\":\"Paths to degrees\",\"products\":[{\"id\":\"8ac6657e-a06a-4a47-aba7-5c86b5811fa1\",\"title\":\"Cybersecurity\",\"url\":\"/masters/micromasters/ritx-cybersecurity\",\"owner\":{\"key\":\"RITx\",\"name\":\"Rochester Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/de3e9ff0-477d-4496-8cfa-a98f902e5830-71b79f0ac34a.png\"}}},{\"id\":\"1c6f7157-3148-4359-b6f2-6c2e4f527151\",\"title\":\"Principles of Cybersecurity\",\"url\":\"/masters/micromasters/usmx-principles-of-cybersecurity\",\"owner\":{\"key\":\"UMBC\",\"name\":\"University of Maryland Baltimore County\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/097ca727-d3f4-43d0-8baf-9baf23c1314b-29d4b0840da2.png\"}}},{\"id\":\"9a18f293-0cb9-447a-a0ec-532c527bb72e\",\"title\":\"Database Management Systems\",\"url\":\"/masters/micromasters/umbc-database-management-systems\",\"owner\":{\"key\":\"USMx\",\"name\":\"University System of Maryland\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/b9dc96da-b3fc-45a6-b6b7-b8e12eb79335-bc0488f1a5f8.png\"}}}],\"cta\":{\"label\":\"Browse all MicroMasters® pathways\",\"url\":\"/masters/micromasters\"}}]},{\"label\":\"Computer Science\",\"hero\":{\"title\":\"Computer Science\",\"subTitle\":\"Computer Science focuses on the design, development, and testing of software. It uses technology to problem solve by applying algorithms and coding to operating systems, artificial intelligence, machine learning, and informatics in nearly every industry. \",\"cta\":{\"viewAll\":{\"label\":\"View all Computer Science Courses\",\"url\":\"/search?tab=course\u0026skills.skill=Computer+Science\"},\"learnMore\":{\"label\":\"Learn more about Computer Science\",\"url\":\"/learn/computer-science\"}},\"ctaPosition\":\"left\"},\"linkList\":{\"title\":\"Related Topics\",\"links\":[{\"label\":\"Decoding\",\"url\":\"/learn/decoding\"},{\"label\":\"Information Technology\",\"url\":\"/learn/information-technology\"},{\"label\":\"Software Development\",\"url\":\"/learn/software-development\"},{\"label\":\"Numba\",\"url\":\"/learn/numba\"},{\"label\":\"YAML\",\"url\":\"/learn/yaml\"},{\"label\":\"Machine Learning\",\"url\":\"/learn/machine-learning\"},{\"label\":\"GParted\",\"url\":\"/learn/gparted\"},{\"label\":\"Finance\",\"url\":\"/learn/finance\"},{\"label\":\"CakePHP\",\"url\":\"/learn/cakephp\"},{\"label\":\"Artificial Intelligence\",\"url\":\"/learn/artificial-intelligence\"}]},\"productLists\":[{\"title\":\"Certificates\",\"products\":[{\"id\":\"e250b08e-be2a-4b48-a43c-c9ae47f6cf14\",\"title\":\"Computer Science for Python Programming\",\"url\":\"/certificates/professional-certificate/harvardx-computer-science-for-python-programming\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"a11c408f-0986-4393-8268-8bc16500cdf3\",\"title\":\"Introduction to Python Programming\",\"url\":\"/certificates/professional-certificate/the-georgia-institute-of-technology-introduction-to-python-programming\",\"owner\":{\"key\":\"GTx\",\"name\":\"The Georgia Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\"}}},{\"id\":\"b6c81b35-e8e2-46e1-8165-2dd36f8e5f58\",\"title\":\"IBM Applied AI Developer\",\"url\":\"/certificates/professional-certificate/ibm-ibm-applied-ai-developer\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}}],\"cta\":{\"label\":\"View all Computer Science certificates\",\"url\":\"/search?q=computer+science\u0026tab=program\u0026program_type=Professional+Certificate\"}},{\"title\":\"Courses\",\"products\":[{\"id\":\"05f61d04-5acc-452b-9c34-6d447af6437f\",\"title\":\"Computer Science 101\",\"url\":\"/learn/computer-science/stanford-university-computer-science-101\",\"owner\":{\"key\":\"StanfordOnline\",\"name\":\"Stanford University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/f53a7458-c79b-4524-97cf-28241114230e-e47d44123c3b.png\"}}},{\"id\":\"da1b2400-322b-459b-97b0-0c557f05d017\",\"title\":\"CS50's Introduction to Computer Science\",\"url\":\"/learn/computer-science/harvard-university-cs50-s-introduction-to-computer-science\",\"owner\":{\"key\":\"HarvardX\",\"name\":\"Harvard University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\"}}},{\"id\":\"956319ec-8665-4039-8bc6-32c9a9aea5e9\",\"title\":\"Introduction to Computer Science and Programming Using Python\",\"url\":\"/learn/computer-science/massachusetts-institute-of-technology-introduction-to-computer-science-and-programming-using-python\",\"owner\":{\"key\":\"MITx\",\"name\":\"Massachusetts Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\"}}}],\"cta\":{\"label\":\"View all Computer Science courses\",\"url\":\"/search?q=computer+science\u0026tab=course\"}},{\"title\":\"Degrees\",\"products\":[{\"id\":\"b6c81b35-e8e2-46e1-8165-2dd36f8e5f58\",\"title\":\"IBM Applied AI Developer\",\"url\":\"/certificates/professional-certificate/ibm-ibm-applied-ai-developer\",\"owner\":{\"key\":\"IBM\",\"name\":\"IBM\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\"}}},{\"id\":\"ea953e86-de57-4512-8503-a89f00f1b2b1\",\"title\":\"Master of Science in Computer Science\",\"url\":\"/masters/online-masters-in-computer-science/syracuse-master-of-science-in-computer-science\",\"owner\":{\"key\":\"SyracuseUniversity\",\"name\":\"Syracuse University\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\"}}}],\"cta\":{\"label\":\"View all Computer Science degrees\",\"url\":\"/masters/online-masters-in-computer-science\"}},{\"title\":\"Path to degrees\",\"products\":[{\"id\":\"c4adc3c7-e3be-46ea-a9cd-d94af61ece32\",\"title\":\"Cloud Computing\",\"url\":\"/masters/micromasters/usmx-umgc-cloud-computing\",\"owner\":{\"key\":\"USMx\",\"name\":\"University System of Maryland\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/b9dc96da-b3fc-45a6-b6b7-b8e12eb79335-bc0488f1a5f8.png\"}}},{\"id\":\"a2a6a8f9-7b61-49ce-9d62-7e959b776fb7\",\"title\":\"Analytics: Essential Tools and Methods\",\"url\":\"/masters/micromasters/gtx-analytics-essential-tools-and-methods\",\"owner\":{\"key\":\"GTx\",\"name\":\"The Georgia Institute of Technology\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\"}}},{\"id\":\"0f56cf5f-a40a-4c65-8c4e-5dee9ec0be62\",\"title\":\"Software Development Foundations\",\"url\":\"/masters/micromasters/ubcx-software-development-foundations\",\"owner\":{\"key\":\"UBCx\",\"name\":\"University of British Columbia\",\"logo\":{\"url\":\"https://prod-discovery.edx-cdn.org/organization/logos/eac96c61-1462-4084-a0b2-12525b74a9e1-8377159ff774.png\"}}}],\"cta\":{\"label\":\"Browse all MicroMasters® pathways\",\"url\":\"/masters/micromasters\"}}]},{\"label\":\"View all topics\",\"hero\":{\"title\":\"Popular topics\",\"cta\":{\"viewAll\":{\"label\":\"View all topics\",\"url\":\"/learn\"}},\"ctaPosition\":\"left\"},\"linkLists\":[{\"title\":\"Computer Programming\",\"url\":\"/learn/computer-programming\",\"links\":[{\"label\":\"Python\",\"url\":\"/learn/python\"},{\"label\":\"JavaScript\",\"url\":\"/learn/javascript\"},{\"label\":\"C\",\"url\":\"/learn/c-programming\"},{\"label\":\"Algorithms\",\"url\":\"/learn/algorithms\"},{\"label\":\"Linux\",\"url\":\"/learn/linux\"}]},{\"title\":\"Data Analysis\",\"url\":\"/learn/data-analysis\",\"links\":[{\"label\":\"Machine Learning\",\"url\":\"/learn/machine-learning\"},{\"label\":\"SQL\",\"url\":\"/learn/sql\"},{\"label\":\"Statistics\",\"url\":\"/learn/statistics\"},{\"label\":\"R\",\"url\":\"/learn/r-programming\"},{\"label\":\"Excel\",\"url\":\"/learn/excel\"}]},{\"title\":\"Economics\",\"url\":\"/learn/economics\",\"links\":[{\"label\":\"Trading\",\"url\":\"/learn/trading\"},{\"label\":\"Investing\",\"url\":\"/learn/investing\"},{\"label\":\"Stocks\",\"url\":\"/learn/stocks\"},{\"label\":\"Blockchain\",\"url\":\"/learn/blockchain\"},{\"label\":\"Cryptocurrency\",\"url\":\"/learn/cryptocurrency\"}]},{\"title\":\"Biology\",\"url\":\"/learn/biology\",\"links\":[{\"label\":\"STEM\",\"url\":\"/learn/stem\"},{\"label\":\"Genetics\",\"url\":\"/learn/genetics\"},{\"label\":\"Neuroscience\",\"url\":\"/learn/neuroscience\"},{\"label\":\"Nutrition\",\"url\":\"/learn/nutrition\"},{\"label\":\"Human Anatomy\",\"url\":\"/learn/human-anatomy\"}]},{\"title\":\"Physics\",\"url\":\"/learn/physics\",\"links\":[{\"label\":\"Dynamics\",\"url\":\"/learn/dynamics\"},{\"label\":\"Nature\",\"url\":\"/learn/nature\"},{\"label\":\"Planets\",\"url\":\"/learn/planets\"},{\"label\":\"Architecture\",\"url\":\"/learn/architecture\"},{\"label\":\"Mechanics\",\"url\":\"/learn/mechanics\"}]},{\"title\":\"Language\",\"url\":\"/learn/language\",\"links\":[{\"label\":\"Writing\",\"url\":\"/learn/writing\"},{\"label\":\"Spanish\",\"url\":\"/learn/spanish\"},{\"label\":\"English\",\"url\":\"/learn/english\"},{\"label\":\"Italian\",\"url\":\"/learn/italian\"},{\"label\":\"Japanese\",\"url\":\"/learn/japanese\"}]},{\"title\":\"Social Science\",\"url\":\"/learn/social-science\",\"links\":[{\"label\":\"Psychology\",\"url\":\"/learn/psychology\"},{\"label\":\"Education\",\"url\":\"/learn/education\"},{\"label\":\"Politics\",\"url\":\"/learn/politics\"},{\"label\":\"Behavioral Psychology\",\"url\":\"/learn/behavioral-psychology\"},{\"label\":\"Government\",\"url\":\"/learn/government\"}]},{\"title\":\"Math\",\"url\":\"/learn/math\",\"links\":[{\"label\":\"Probability\",\"url\":\"/learn/probability\"},{\"label\":\"Algebra\",\"url\":\"/learn/algebra\"},{\"label\":\"Calculus\",\"url\":\"/learn/calculus\"},{\"label\":\"Logic\",\"url\":\"/learn/logic\"},{\"label\":\"Geometry\",\"url\":\"/learn/geometry\"}]},{\"title\":\"Humanities\",\"url\":\"/learn/humanities\",\"links\":[{\"label\":\"Music\",\"url\":\"/learn/music-arts\"},{\"label\":\"Art\",\"url\":\"/learn/art\"},{\"label\":\"Philosophy\",\"url\":\"/learn/philosophy\"},{\"label\":\"Geography\",\"url\":\"/learn/geography\"},{\"label\":\"History\",\"url\":\"/learn/history\"}]}]}]},{\"items\":[{\"label\":\"Career resources\",\"hero\":{\"title\":\"Career resources\",\"subTitle\":\"Find resources that help you make progress towards your next career goal.\",\"cta\":{\"viewAll\":{\"label\":\"Access the Career Resource Center\",\"url\":\"https://careers.edx.org/\"}},\"ctaPosition\":\"left\"},\"productResources\":[{\"title\":\"Access career tips\",\"description\":\"Explore career articles in our Idea Hub\",\"links\":[{\"label\":\"Hybrid Jobs: A 4-Minute Primer on Fast-Growing, Lucrative Career Paths\",\"url\":\"/resources/hybrid-jobs-a-4-minute-primer-on-fast-growing-lucrative-career-paths\"},{\"label\":\"How to Write an Effective CV – 5 Steps From the Experts\",\"url\":\"/resources/how-to-write-an-effective-cv-5-steps-experts\"},{\"label\":\"The Employability Skills Checklist\",\"url\":\"/resources/the-employability-skills-checklist\"},{\"label\":\"Computer science careers: Why computer science is for everyone\",\"url\":\"https://www.edx.org/resources/computer-science-careers\"},{\"label\":\"Building a career in data science and analytics\",\"url\":\"https://www.edx.org/resources/data-science-analytics-career-guide\"}],\"cta\":{\"label\":\"Go to Idea Hub\",\"url\":\"https://www.edx.org/resources\"}},{\"title\":\"How to guides\",\"description\":\"Find the next steps to start your new career\",\"links\":[{\"label\":\"How to Become a Software Developer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-developer\"},{\"label\":\"How to Become a Data Scientist\",\"url\":\"https://www.edx.org/become/how-to-become-a-data-scientist\"},{\"label\":\"How to Become a Software Engineer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-engineer-without-a-degree\"},{\"label\":\"How to Become a Social Media Manager\",\"url\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\"},{\"label\":\"How to Become a Cybersecurity Analyst\",\"url\":\"https://www.edx.org/become/how-to-become-a-cybersecurity-analyst\"}],\"cta\":{\"label\":\"View all guides\",\"url\":\"https://www.edx.org/become\"}},{\"title\":\"Career paths\",\"description\":\"Gain insights to chart your own career journey.\",\"links\":null,\"cta\":{\"label\":\"Discover career paths\",\"url\":\"https://careers.edx.org/browse-by-industry\"}},{\"title\":\"Guides \u0026 templates\",\"description\":\"Use our career guides and templates to propel your career forward.\",\"links\":null,\"cta\":{\"label\":\"Access guides \u0026 templates\",\"url\":\"https://careers.edx.org/guides-and-templates\"}},{\"title\":\"Skills Quiz\",\"description\":\"Find the right skills to learn for your dream job.\",\"links\":null,\"cta\":{\"label\":\"Take the quiz\",\"url\":\"https://skills.edx.org\"}}]},{\"label\":\"Schools \u0026 Partners\",\"url\":\"/schools-partners\"}]},{\"title\":\"Still looking?\",\"subTitle\":\"See our full catalog.\",\"items\":[{\"cta\":{\"label\":\"Browse Now\",\"url\":\"/search\"}}]}]},\"activeBanner\":{\"backgroundColor\":\"blue\",\"backgroundColorEs\":\"blue\",\"content\":[[\"$\",\"b\",\"0\",{\"children\":\"FLASH SALE: Save up to 30% before June 2\"}],\" — \",[\"$\",\"a\",\"2\",{\"href\":\"https://www.edx.org/courses-and-programs-promo\",\"className\":\"underline text-inherit\",\"children\":\"30% off courses/programs\"}],\" and \",[\"$\",\"a\",\"4\",{\"href\":\"https://www.edx.org/executive-education-promo\",\"className\":\"underline text-inherit\",\"children\":\"20% off executive education\"}],\".\"],\"contentEs\":[],\"campaignId\":\"2026-summer-flash-sale-promo\",\"campaignIdEs\":\"\"},\"program\":\"$undefined\",\"headerNavData\":{\"menus\":{\"nodes\":[{\"menuItems\":{\"nodes\":[{\"label\":\"Root\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Browse by topic\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/learn/artificial-intelligence\"},{\"label\":\"Computer science\",\"url\":\"https://www.edx.org/learn/computer-science\"},{\"label\":\"Data analysis\",\"url\":\"https://www.edx.org/learn/data-analysis\"},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/learn/finance\"},{\"label\":\"Leadership\",\"url\":\"https://www.edx.org/learn/leadership\"},{\"label\":\"View all topics\",\"url\":\"https://www.edx.org/search?q\"},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\"},{\"label\":\"CS50 courses from Harvard\",\"url\":\"https://www.edx.org/cs50\"},{\"label\":\"Spanish\",\"url\":\"https://www.edx.org/learn/spanish\"},{\"label\":\"English\",\"url\":\"https://www.edx.org/learn/english\"},{\"label\":\"For beginners\",\"url\":\"https://www.edx.org\"},{\"label\":\"Python for beginners\",\"url\":\"https://www.edx.org/courses?q=python+course+for+beginners\"},{\"label\":\"Excel for beginners\",\"url\":\"https://www.edx.org/courses?q=excel+courses+for+beginners\"},{\"label\":\"Cybersecurity for beginners\",\"url\":\"https://www.edx.org/courses?q=cybersecurity+courses+for+beginners\"}]}},{\"label\":\"Earn a certificate\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/search?q=artificial+intelligence\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"Business \u0026 management\",\"url\":\"https://www.edx.org/search?q=\u0026subject=Business+%26+Management\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"Data analysis \u0026 statistics\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026subject=Data+Analysis+%26+Statistics\u0026learning_type=Course\"},{\"label\":\"Project management\",\"url\":\"https://www.edx.org/search?q=project+management\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/search?q=finance\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"View all certificate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\u0026learning_type=License\"},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\"},{\"label\":\"AI under 3 months\",\"url\":\"https://www.edx.org/executive-education/artificial-intelligence\"},{\"label\":\"Real estate under 3 months\",\"url\":\"https://www.edx.org/executive-education/real-estate\"},{\"label\":\"Healthcare under 3 months\",\"url\":\"https://www.edx.org/executive-education/healthcare\"},{\"label\":\"Leadership under 3 months\",\"url\":\"https://www.edx.org/executive-education/leadership\"},{\"label\":\"Information technology\",\"url\":\"https://www.edx.org/certificates/it-certificates\"}]}},{\"label\":\"Earn a degree\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Bachelor's programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Bachelors\u0026tab=degree-program\u0026page=1\"},{\"label\":\"Master's programs\",\"url\":\"https://www.edx.org/search?q=\u0026tab=degree-program\u0026page=1\u0026learning_type=Masters\"},{\"label\":\"Doctorate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Doctorate\u0026tab=program\u0026page=1\"},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\"},{\"label\":\"Online MBA\",\"url\":\"https://www.edx.org/masters/online-mba\"},{\"label\":\"AI master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\"},{\"label\":\"Healthcare master's\",\"url\":\"https://www.edx.org/masters/healthcare\"},{\"label\":\"Computer science master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-computer-science\"},{\"label\":\"Computer \u0026 data science bachelor's\",\"url\":\"https://www.edx.org/bachelors/computer-data-sciences\"}]}},{\"label\":\"Browse by educator\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Harvard University\",\"url\":\"https://www.edx.org/school/harvardx\"},{\"label\":\"MIT\",\"url\":\"https://www.edx.org/school/mitx\"},{\"label\":\"London School of Economics\",\"url\":\"https://www.edx.org/school/lse\"},{\"label\":\"Google\",\"url\":\"https://www.edx.org/school/google\"},{\"label\":\"IBM\",\"url\":\"https://www.edx.org/school/ibm\"},{\"label\":\"Microsoft\",\"url\":\"https://www.edx.org/school/microsoft\"},{\"label\":\"View all educators\",\"url\":\"https://www.edx.org/schools-partners\"},{\"label\":\"Explore career resources\",\"url\":\"https://www.edx.org\"},{\"label\":\"Software developer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-developer\"},{\"label\":\"Social media manager\",\"url\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\"},{\"label\":\"AI engineer\",\"url\":\"https://www.edx.org/become/how-to-become-an-ai-engineer\"},{\"label\":\"Data scientist\",\"url\":\"https://www.edx.org/become/data-scientist\"},{\"label\":\"Cybersecurity analyst\",\"url\":\"https://www.edx.org/become/how-to-become-a-cybersecurity-analyst\"},{\"label\":\"View all careers\",\"url\":\"https://www.edx.org/become\"}]}}]}},{\"label\":\"Browse by topic\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/learn/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science\",\"url\":\"https://www.edx.org/learn/computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis\",\"url\":\"https://www.edx.org/learn/data-analysis\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/learn/finance\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Leadership\",\"url\":\"https://www.edx.org/learn/leadership\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all topics\",\"url\":\"https://www.edx.org/search?q\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"CS50 courses from Harvard\",\"url\":\"https://www.edx.org/cs50\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Spanish\",\"url\":\"https://www.edx.org/learn/spanish\",\"childItems\":{\"nodes\":[]}},{\"label\":\"English\",\"url\":\"https://www.edx.org/learn/english\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/learn/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science\",\"url\":\"https://www.edx.org/learn/computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis\",\"url\":\"https://www.edx.org/learn/data-analysis\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/learn/finance\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Leadership\",\"url\":\"https://www.edx.org/learn/leadership\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all topics\",\"url\":\"https://www.edx.org/search?q\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"CS50 courses from Harvard\",\"url\":\"https://www.edx.org/cs50\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Spanish\",\"url\":\"https://www.edx.org/learn/spanish\",\"childItems\":{\"nodes\":[]}},{\"label\":\"English\",\"url\":\"https://www.edx.org/learn/english\",\"childItems\":{\"nodes\":[]}},{\"label\":\"For beginners\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Python for beginners\",\"url\":\"https://www.edx.org/courses?q=python+course+for+beginners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Excel for beginners\",\"url\":\"https://www.edx.org/courses?q=excel+courses+for+beginners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Cybersecurity for beginners\",\"url\":\"https://www.edx.org/courses?q=cybersecurity+courses+for+beginners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Earn a certificate\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/search?q=artificial+intelligence\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Business \u0026 management\",\"url\":\"https://www.edx.org/search?q=\u0026subject=Business+%26+Management\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis \u0026 statistics\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026subject=Data+Analysis+%26+Statistics\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Project management\",\"url\":\"https://www.edx.org/search?q=project+management\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/search?q=finance\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all certificate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\u0026learning_type=License\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI under 3 months\",\"url\":\"https://www.edx.org/executive-education/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Real estate under 3 months\",\"url\":\"https://www.edx.org/executive-education/real-estate\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare under 3 months\",\"url\":\"https://www.edx.org/executive-education/healthcare\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/search?q=artificial+intelligence\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Business \u0026 management\",\"url\":\"https://www.edx.org/search?q=\u0026subject=Business+%26+Management\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis \u0026 statistics\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026subject=Data+Analysis+%26+Statistics\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Project management\",\"url\":\"https://www.edx.org/search?q=project+management\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/search?q=finance\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all certificate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\u0026learning_type=License\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI under 3 months\",\"url\":\"https://www.edx.org/executive-education/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Real estate under 3 months\",\"url\":\"https://www.edx.org/executive-education/real-estate\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare under 3 months\",\"url\":\"https://www.edx.org/executive-education/healthcare\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Leadership under 3 months\",\"url\":\"https://www.edx.org/executive-education/leadership\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Information technology\",\"url\":\"https://www.edx.org/certificates/it-certificates\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Earn a degree\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Bachelor's programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Bachelors\u0026tab=degree-program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Master's programs\",\"url\":\"https://www.edx.org/search?q=\u0026tab=degree-program\u0026page=1\u0026learning_type=Masters\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Doctorate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Doctorate\u0026tab=program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Online MBA\",\"url\":\"https://www.edx.org/masters/online-mba\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare master's\",\"url\":\"https://www.edx.org/masters/healthcare\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer \u0026 data science bachelor's\",\"url\":\"https://www.edx.org/bachelors/computer-data-sciences\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Bachelor's programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Bachelors\u0026tab=degree-program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Master's programs\",\"url\":\"https://www.edx.org/search?q=\u0026tab=degree-program\u0026page=1\u0026learning_type=Masters\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Doctorate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Doctorate\u0026tab=program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Online MBA\",\"url\":\"https://www.edx.org/masters/online-mba\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare master's\",\"url\":\"https://www.edx.org/masters/healthcare\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer \u0026 data science bachelor's\",\"url\":\"https://www.edx.org/bachelors/computer-data-sciences\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Browse by educator\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Harvard University\",\"url\":\"https://www.edx.org/school/harvardx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"MIT\",\"url\":\"https://www.edx.org/school/mitx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"London School of Economics\",\"url\":\"https://www.edx.org/school/lse\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Google\",\"url\":\"https://www.edx.org/school/google\",\"childItems\":{\"nodes\":[]}},{\"label\":\"IBM\",\"url\":\"https://www.edx.org/school/ibm\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Microsoft\",\"url\":\"https://www.edx.org/school/microsoft\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all educators\",\"url\":\"https://www.edx.org/schools-partners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Explore career resources\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Software developer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-developer\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Social media manager\",\"url\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Harvard University\",\"url\":\"https://www.edx.org/school/harvardx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"MIT\",\"url\":\"https://www.edx.org/school/mitx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"London School of Economics\",\"url\":\"https://www.edx.org/school/lse\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Google\",\"url\":\"https://www.edx.org/school/google\",\"childItems\":{\"nodes\":[]}},{\"label\":\"IBM\",\"url\":\"https://www.edx.org/school/ibm\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Microsoft\",\"url\":\"https://www.edx.org/school/microsoft\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all educators\",\"url\":\"https://www.edx.org/schools-partners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Explore career resources\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Software developer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-developer\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Social media manager\",\"url\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI engineer\",\"url\":\"https://www.edx.org/become/how-to-become-an-ai-engineer\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data scientist\",\"url\":\"https://www.edx.org/become/data-scientist\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Cybersecurity analyst\",\"url\":\"https://www.edx.org/become/how-to-become-a-cybersecurity-analyst\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all careers\",\"url\":\"https://www.edx.org/become\",\"childItems\":{\"nodes\":[]}}]}}]}},\"bannerContainerClassname\":\"\"}],[\"$\",\"div\",null,{\"style\":{\"minHeight\":50},\"children\":[[\"$\",\"$L13\",null,{\"src\":\"/scripts/newrelic\"}],[\"$\",\"main\",null,{\"children\":[\"$\",\"article\",null,{\"className\":\"container prose\",\"children\":[[\"$\",\"div\",null,{\"className\":\"max-w-3xl mx-auto py-14\",\"children\":[[\"$\",\"span\",null,{\"children\":\"Error code: 404\"}],[\"$\",\"h1\",null,{\"className\":\"pt-0\",\"children\":\"We can't seem to find the page you're looking for.\"}],[\"$\",\"h3\",null,{\"className\":\"font-normal \",\"children\":\"Here are some helpful links instead:\"}],[\"$\",\"ul\",null,{\"className\":\"list-none pl-0\",\"children\":[[\"$\",\"li\",null,{\"className\":\"pl-0\",\"children\":[\"$\",\"$L33\",null,{\"className\":\"text-primary hover:text-primary underline\",\"href\":\"/\",\"children\":\"Home\"}]}],[\"$\",\"li\",null,{\"className\":\"pl-0\",\"children\":[\"$\",\"$L33\",null,{\"className\":\"text-primary hover:text-primary underline\",\"href\":\"/search\",\"children\":\"Search courses and programs\"}]}],[\"$\",\"li\",null,{\"className\":\"pl-0\",\"children\":[\"$\",\"$L34\",null,{}]}]]}]]}],\"$L35\"]}]}]]}],\"$L36\"]\n"])</script><script>self.__next_f.push([1,"37:T913d,"])</script><script>self.__next_f.push([1,"{\"@context\":\"https://schema.org\",\"@graph\":[{\"@context\":\"https://schema.org\",\"@type\":\"Organization\",\"@id\":\"https://www.edx.org#organization\",\"name\":\"edX\",\"alternateName\":[\"edX\",\"Online Course Provider\"],\"description\":\"Online learning Massive Open Online Course Platform offering courses from leading institutions worldwide\",\"url\":\"https://www.edx.org\",\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https://www.edx.org/images/logos/edx-logo-elm.svg\",\"name\":\"edX Logo\",\"description\":\"Official edX logo\",\"url\":\"https://www.edx.org/images/logos/edx-logo-elm.svg\",\"width\":\"112\",\"height\":\"112\"},\"sameAs\":[\"https://www.facebook.com/edX\",\"https://twitter.com/edXOnline\",\"https://www.linkedin.com/company/edx\",\"https://www.instagram.com/edxonline\",\"https://www.youtube.com/user/edxonline\"],\"address\":{\"@type\":\"PostalAddress\",\"streetAddress\":\"\",\"addressLocality\":\"\",\"addressRegion\":\"\",\"postalCode\":\"\",\"addressCountry\":\"US\"}},[{\"@context\":\"https://schema.org\",\"@type\":\"Organization\",\"name\":\"edX\",\"url\":\"https://www.edx.org\",\"logo\":\"https://www.edx.org/images/logos/edx-logo-elm.svg\",\"description\":\"Discover thousands of offerings — from free courses to full degrees — delivered by world-class partners like Harvard, Google, Amazon and more.\",\"sameAs\":[\"https://www.facebook.com/edX\",\"https://x.com/edXOnline\",\"https://www.linkedin.com/company/edx\",\"https://www.instagram.com/edxonline\",\"https://www.youtube.com/user/edxonline\"]},{\"@context\":\"https://schema.org\",\"@type\":\"ItemList\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-artificial-intelligence-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":2,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-mba-essentials\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":3,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-artificial-intelligence-implications-for-business-strategy\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":4,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-executive-leadership-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":5,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-ethics-of-ai\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":6,\"url\":\"https://www.edx.org/executive-education/yale-university-digital-transformation-strategy\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":7,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-leading-sustainable-corporations-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":8,\"url\":\"https://www.edx.org/executive-education/university-of-cambridge-business-sustainability-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":9,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-sustainability-environment-economy-and-society\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":10,\"url\":\"https://www.edx.org/executive-education/university-of-cambridge-sustainable-finance\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":11,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-strategic-communications-in-society\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":12,\"url\":\"https://www.edx.org/executive-education/university-of-cambridge-leading-sustainability-high-impact-leadership\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":13,\"url\":\"https://www.edx.org/executive-education/yale-university-women-s-leadership-program\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":14,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-strategic-management-executive-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":15,\"url\":\"https://www.edx.org/executive-education/yale-university-accelerated-management-program\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":16,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-digital-business-strategy-harnessing-our-digital-future\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":17,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-data-analysis-for-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":18,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-data-monetization-strategy-creating-value-through-data\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":19,\"url\":\"https://www.edx.org/executive-education/the-economist-data-storytelling-and-visualisation-communicating-with-numbers-to-inform-persuade-and-decide\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":20,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-data-science-with-python\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":21,\"url\":\"https://www.edx.org/executive-education/harvard-university-higher-education-teaching-certificate\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":22,\"url\":\"https://www.edx.org/executive-education/northwestern-university-teaching-certificate-the-science-of-social-and-emotional-learning\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":23,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-instructional-design\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":24,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-teaching-with-technology\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":25,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-real-estate-economics-and-finance-online-certificate-course\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":26,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-private-markets-investments-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":27,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-managerial-finance\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":28,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-commercial-real-estate-analysis-and-investment\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":29,\"url\":\"https://www.edx.org/executive-education/harvard-university-fintech\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":30,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-blockchain-and-crypto-applications-from-decentralized-finance-to-web-3\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":31,\"url\":\"https://www.edx.org/executive-education/sda-bocconi-school-of-management-blockchain-for-business-program\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":32,\"url\":\"https://www.edx.org/executive-education/university-of-toronto-rotman-blockchain-and-decentralized-finance\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":33,\"url\":\"https://www.edx.org/executive-education/stanford-university-nutrition-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":34,\"url\":\"https://www.edx.org/executive-education/yale-university-healthcare-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":35,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-occupational-health-and-safety\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":36,\"url\":\"https://www.edx.org/executive-education/stanford-university-child-development-behavior-and-mental-health\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":37,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-executive-and-management-coaching\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":38,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-digital-transformation-in-hr\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":39,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-human-resource-hr-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":40,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-managing-people-and-teams\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":41,\"url\":\"https://www.edx.org/executive-education/harvard-university-cybersecurity-managing-risk-in-the-information-age\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":42,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-business-systems-analysis\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":43,\"url\":\"https://www.edx.org/executive-education/ie-university-chief-technology-officer\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":44,\"url\":\"https://www.edx.org/executive-education/institute-for-management-development-imd-cybersecurity-risk-and-strategy\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":45,\"url\":\"https://www.edx.org/executive-education/yale-university-digital-marketing-a-strategic-perspective\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":46,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-digital-marketing-disruptive-strategy-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":47,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-graphic-design\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":48,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-social-media-strategy-creating-engagement-insight-and-action\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":49,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-health-economics-and-policy\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":50,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-public-policy-analysis\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":51,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-compliance-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":52,\"url\":\"https://www.edx.org/executive-education/the-economist-international-relations-china-russia-the-us-and-the-future-of-geopolitics\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":53,\"url\":\"https://www.edx.org/executive-education/uct-project-management-foundations-an-organisational-perspective-online-short-course\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":54,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-leading-strategic-projects-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":55,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-pricing-using-data-to-improve-pricing-performance\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":56,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-operations-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":57,\"url\":\"https://www.edx.org/boot-camps/cybersecurity/the-university-of-sydney-the-cybersecurity-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":58,\"url\":\"https://www.edx.org/boot-camps/coding/the-university-of-sydney-the-coding-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":59,\"url\":\"https://www.edx.org/boot-camps/coding/university-of-central-florida-coding-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":60,\"url\":\"https://www.edx.org/boot-camps/digital-marketing/university-of-central-florida-digital-marketing-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":61,\"url\":\"https://www.edx.org/boot-camps/cybersecurity/arizona-state-university-cybersecurity-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":62,\"url\":\"https://www.edx.org/boot-camps/ai/university-of-utah-proed-ai-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":63,\"url\":\"https://www.edx.org/boot-camps/data-analytics/columbia-engineering-data-analytics-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":64,\"url\":\"https://www.edx.org/boot-camps/data-analytics/university-of-texas-at-austin-the-data-analysis-and-visualization-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":65,\"url\":\"https://www.edx.org/boot-camps/data-analytics/northwestern-university-school-of-professional-studies-data-science-and-visualization-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":66,\"url\":\"https://www.edx.org/boot-camps/digital-marketing/university-of-texas-at-austin-the-digital-marketing-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":67,\"url\":\"https://www.edx.org/boot-camps/ux-ui-user-experience/uc-irvine-continuing-education-the-ux-ui-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":68,\"url\":\"https://www.edx.org/boot-camps/ux-ui-user-experience/university-of-central-florida-ux-ui-boot-camp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":69,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-arts-in-strategic-communication-and-leadership\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":70,\"url\":\"https://www.edx.org/masters/surrey-master-of-science-sustainable-development-in-practice\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":71,\"url\":\"https://www.edx.org/masters/emerson-college-master-of-arts-in-marketing\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":72,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-business-administration\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":73,\"url\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence/surrey-master-of-science-artificial-intelligence\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":74,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-science-in-artificial-intelligence\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":75,\"url\":\"https://www.edx.org/masters/online-masters-in-data-science/sydney-online-master-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":76,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-science-in-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":77,\"url\":\"https://www.edx.org/masters/online-masters-in-data-science/ucb-master-of-information-and-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":78,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-science-in-software-development\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":79,\"url\":\"https://www.edx.org/masters/online-masters-in-computer-science/syracuse-master-of-science-in-computer-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":80,\"url\":\"https://www.edx.org/masters/online-masters-in-analytics/online-masters-in-data-analytics/sydney-online-master-data-analytics\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":81,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-science-in-data-analytics\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":82,\"url\":\"https://www.edx.org/masters/online-masters-in-analytics/online-masters-in-data-analytics/university-of-wisconsin-madison-master-of-science-business-in-data-insights-and-analytics\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":83,\"url\":\"https://www.edx.org/masters/online-masters-in-cybersecurity/university-of-sydneys-master-of-cybersecurity\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":84,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-science-in-cybersecurity\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":85,\"url\":\"https://www.edx.org/masters/online-masters-in-cybersecurity/ucb-master-of-information-and-cybersecurity\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":86,\"url\":\"https://www.edx.org/masters/masters-in-information-systems-online/syracuse-master-of-science-in-information-systems\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":87,\"url\":\"https://www.edx.org/masters/online-mlis-programs/denver-master-of-library-and-information-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":88,\"url\":\"https://www.edx.org/masters/online-mlis-programs/syracuse-master-of-science-in-library-and-information-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":89,\"url\":\"https://www.edx.org/masters/online-masters-in-business/surrey-master-of-science-international-business-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":90,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-arts-in-management-and-leadership\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":91,\"url\":\"https://www.edx.org/masters/surrey-master-of-science-strategic-marketing\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":92,\"url\":\"https://www.edx.org/masters/online-masters-in-communication/syracuse-master-of-science-in-communications\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":93,\"url\":\"https://www.edx.org/masters/psychology/surrey-master-of-science-psychology\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":94,\"url\":\"https://www.edx.org/masters/psychology/online-masters-in-clinical-psychology/pepperdine-master-of-arts-in-clinical-psychology\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":95,\"url\":\"https://www.edx.org/masters/counseling/northwestern-master-of-arts-in-counseling\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":96,\"url\":\"https://www.edx.org/masters/psychology/pepperdine-master-of-arts-in-psychology\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":97,\"url\":\"https://www.edx.org/masters/online-msw-programs/fordham-master-of-social-work\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":98,\"url\":\"https://www.edx.org/masters/albany-college-of-pharmacy-and-health-sciences-master-of-science-in-biomedical-sciences\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":99,\"url\":\"https://www.edx.org/masters/maryville-university-master-of-health-administration\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":100,\"url\":\"https://www.edx.org/masters/masters-in-public-health-online/unc-master-of-public-health\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":101,\"url\":\"https://www.edx.org/masters/online-master-of-legal-studies/fordham-master-of-studies-in-law-in-corporate-compliance\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":102,\"url\":\"https://www.edx.org/masters/online-master-of-legal-studies/pepperdine-master-of-legal-studies\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":103,\"url\":\"https://www.edx.org/masters/online-llm-programs/pepperdine-master-of-laws-in-dispute-resolution\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":104,\"url\":\"https://www.edx.org/masters/masters-in-education-online/online-masters-in-educational-leadership/hawaii-pacific-master-of-education-in-educational-leadership\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":105,\"url\":\"https://www.edx.org/masters/counseling/online-masters-in-school-counseling/nyu-master-of-arts-in-school-counseling-and-bilingual-school-counseling\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":106,\"url\":\"https://www.edx.org/doctorate/online-edd-programs/vanderbilt-doctor-of-education-in-leadership-and-learning-in-organizations\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":107,\"url\":\"https://www.edx.org/masters/masters-in-education-online/online-masters-in-educational-leadership/dayton-master-of-science-in-education-in-educational-leadership\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":108,\"url\":\"https://www.edx.org/masters/online-msn-programs/sjfc-master-of-science-in-nursing\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":109,\"url\":\"https://www.edx.org/masters/online-msn-programs/online-fnp-programs/simmons-master-of-science-in-nursing-fnp\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":110,\"url\":\"https://www.edx.org/doctorate/online-dnp-programs/georgetown-doctor-of-nursing-practice\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":111,\"url\":\"https://www.edx.org/masters/online-slp-programs/nyu-master-of-science-in-communicative-sciences-and-disorders\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":112,\"url\":\"https://www.edx.org/masters/online-slp-programs/emerson-master-of-science-in-communication-disorders\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":113,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-arts-in-psychology\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":114,\"url\":\"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-data-science-and-business-analytics\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":115,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-cybersecurity\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":116,\"url\":\"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-international-relations\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":117,\"url\":\"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-accounting-and-finance\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":118,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-business-administration\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":119,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-accounting\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":120,\"url\":\"https://www.edx.org/bachelors/universityoflondon-bachelor-of-science-in-business-and-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":121,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-social-work\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":122,\"url\":\"https://www.edx.org/bachelors/bachelor-of-science-public-health\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":123,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-exercise-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":124,\"url\":\"https://www.edx.org/bachelors/bachelor-of-arts-psychology\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":125,\"url\":\"https://www.edx.org/certificate/maryville-university-undergraduate-certificate-in-cybersecurity\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":126,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-science-in-computer-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":127,\"url\":\"https://www.edx.org/bachelors/bachelor-of-science-computer-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":128,\"url\":\"https://www.edx.org/certificates/professional-certificate/wharton-strategic-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":129,\"url\":\"https://www.edx.org/executive-education/stanford-university-positive-psychology-and-well-being-the-psychological-biological-and-social-aspects-of-happiness\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":130,\"url\":\"https://www.edx.org/certificates/professional-certificate/harvardx-computer-science-for-cybersecurity\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":131,\"url\":\"https://www.edx.org/certificates/professional-certificate/ibm-generative-ai-for-everyone\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":132,\"url\":\"https://www.edx.org/certificates/professional-certificate/harvardx-computer-science-for-artifical-intelligence\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":133,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-artificial-intelligence-in-health-care\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":134,\"url\":\"https://www.edx.org/certificates/professional-certificate/usmx-digital-marketing\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":135,\"url\":\"https://www.edx.org/executive-education/university-of-cambridge-sustainable-marketing-media-and-creative\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":136,\"url\":\"https://www.edx.org/certificates/professional-certificate/edinburghx-digital-marketing-fundamentals\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":137,\"url\":\"https://www.edx.org/executive-education/university-of-cape-town-advanced-project-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":138,\"url\":\"https://www.edx.org/certificates/professional-certificate/umd-project-management-professional-exam-prep-training-crystalizing-methods-terminology-and-techniques\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":139,\"url\":\"https://www.edx.org/certificates/professional-certificate/idbx-results-based-project-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":140,\"url\":\"https://www.edx.org/certificates/professional-certificate/uwashingtonx-it-project-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":141,\"url\":\"https://www.edx.org/certificates/professional-certificate/gtx-introduction-to-object-oriented-programming-with-java\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":142,\"url\":\"https://www.edx.org/certificates/professional-certificate/the-georgia-institute-of-technology-introduction-to-python-programming\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":143,\"url\":\"https://www.edx.org/certificates/professional-certificate/harvardx-learning-python-for-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":144,\"url\":\"https://www.edx.org/xseries/mitx-computational-thinking-using-python\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":145,\"url\":\"https://www.edx.org/executive-education/university-of-oxford-executive-strategy-programme\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":146,\"url\":\"https://www.edx.org/certificates/professional-certificate/lehigh-university-business-analytics-fundamentals-for-data-driven-decisions\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":147,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-risk-and-crisis-management\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":148,\"url\":\"https://www.edx.org/certificates/professional-certificate/tumx-realizing-biotech-innovations-a-business-guide-for-scientists\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":149,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-machine-learning-in-business\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":150,\"url\":\"https://www.edx.org/certificates/professional-certificate/harvardx-python-for-data-science-and-machine-learning\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":151,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-machine-learning-practical-applications\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":152,\"url\":\"https://www.edx.org/certificates/professional-certificate/delftx-ai-skills-basic-and-advanced-techniques-in-machine-learning\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":153,\"url\":\"https://www.edx.org/certificates/professional-certificate/harvardx-computer-science-for-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":154,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-data-science-in-real-estate\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":155,\"url\":\"https://www.edx.org/certificates/professional-certificate/sdabocconi-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":156,\"url\":\"https://www.edx.org/certificates/professional-certificate/ibm-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":157,\"url\":\"https://www.edx.org/executive-education/the-london-school-of-economics-and-political-science-applied-data-analysis-and-visualisation-for-business\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":158,\"url\":\"https://www.edx.org/certificates/professional-certificate/harvardx-data-analysis-for-life-sciences\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":159,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-communicating-data-through-storytelling\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":160,\"url\":\"https://www.edx.org/certificates/professional-certificate/ibm-data-analyst\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":161,\"url\":\"https://www.edx.org/executive-education/massachusetts-institute-of-technology-mit-sa-p-sustainable-real-estate-analysis-and-investment\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":162,\"url\":\"https://www.edx.org/certificates/professional-certificate/tumx-lean-six-sigma-green-belt-certification\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":163,\"url\":\"https://www.edx.org/executive-education/university-of-cambridge-business-and-climate-change-towards-net-zero-emissions\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":164,\"url\":\"https://www.edx.org/certificates/professional-certificate/zhawx-sustainable-corporate-financing\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":165,\"url\":\"https://www.edx.org/certificate/maryville-university-undergraduate-certificate-in-artificial-intelligence\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":166,\"url\":\"https://www.edx.org/learn/artificial-intelligence/harvard-university-cs50-s-introduction-to-artificial-intelligence-with-python\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":167,\"url\":\"https://www.edx.org/certificate/maryville-university-undergraduate-certificate-in-software-development\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":168,\"url\":\"https://www.edx.org/learn/python/the-georgia-institute-of-technology-computing-in-python-i-fundamentals-and-procedural-programming\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":169,\"url\":\"https://www.edx.org/learn/r-programming/harvard-university-data-science-r-basics\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":170,\"url\":\"https://www.edx.org/learn/python/the-university-of-california-san-diego-python-for-data-science\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":171,\"url\":\"https://www.edx.org/masters/micromasters/mitx-finance\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":172,\"url\":\"https://www.edx.org/learn/business-administration/the-georgia-institute-of-technology-data-analytics-for-business\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":173,\"url\":\"https://www.edx.org/executive-education/university-of-toronto-healthcare-leadership\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":174,\"url\":\"https://www.edx.org/bachelors/maryville-university-bachelor-of-arts-in-human-development-and-family-studies\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":175,\"url\":\"https://www.edx.org/bachelors/microbachelors/harvardx-introduction-to-neuroscience\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}},{\"@type\":\"ListItem\",\"position\":176,\"url\":\"https://www.edx.org/learn/biology/massachusetts-institute-of-technology-introduction-to-biology-the-secret-of-life\",\"provider\":{\"@id\":\"https://www.edx.org#organization\"}}],\"itemListOrder\":\"https://schema.org/ItemListOrderAscending\"},[{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"url\":\"https://www.edx.org\",\"name\":\"Build new skills. Advance your career.\",\"alternateName\":\"edX Online\",\"datePublished\":\"2024-12-02T14:29:38Z\",\"dateModified\":\"2026-05-29T23:05:36Z\"}]],null]}"])</script><script>self.__next_f.push([1,"30:[[\"$\",\"$L31\",null,{\"searchParams\":{},\"postId\":3021,\"cmsUrl\":\"https://cms.edx.org\"}],[\"$\",\"$L32\",null,{\"course\":\"$undefined\",\"navigation\":\"$2d:1:props:navigation\",\"activeBanner\":{\"backgroundColor\":\"blue\",\"backgroundColorEs\":\"blue\",\"content\":[[\"$\",\"b\",\"0\",{\"children\":\"FLASH SALE: Save up to 30% before June 2\"}],\" — \",[\"$\",\"a\",\"2\",{\"href\":\"https://www.edx.org/courses-and-programs-promo\",\"className\":\"underline text-inherit\",\"children\":\"30% off courses/programs\"}],\" and \",[\"$\",\"a\",\"4\",{\"href\":\"https://www.edx.org/executive-education-promo\",\"className\":\"underline text-inherit\",\"children\":\"20% off executive education\"}],\".\"],\"contentEs\":[],\"campaignId\":\"2026-summer-flash-sale-promo\",\"campaignIdEs\":\"\"},\"program\":\"$undefined\",\"headerNavData\":{\"menus\":{\"nodes\":[{\"menuItems\":{\"nodes\":[{\"label\":\"Root\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Browse by topic\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/learn/artificial-intelligence\"},{\"label\":\"Computer science\",\"url\":\"https://www.edx.org/learn/computer-science\"},{\"label\":\"Data analysis\",\"url\":\"https://www.edx.org/learn/data-analysis\"},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/learn/finance\"},{\"label\":\"Leadership\",\"url\":\"https://www.edx.org/learn/leadership\"},{\"label\":\"View all topics\",\"url\":\"https://www.edx.org/search?q\"},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\"},{\"label\":\"CS50 courses from Harvard\",\"url\":\"https://www.edx.org/cs50\"},{\"label\":\"Spanish\",\"url\":\"https://www.edx.org/learn/spanish\"},{\"label\":\"English\",\"url\":\"https://www.edx.org/learn/english\"},{\"label\":\"For beginners\",\"url\":\"https://www.edx.org\"},{\"label\":\"Python for beginners\",\"url\":\"https://www.edx.org/courses?q=python+course+for+beginners\"},{\"label\":\"Excel for beginners\",\"url\":\"https://www.edx.org/courses?q=excel+courses+for+beginners\"},{\"label\":\"Cybersecurity for beginners\",\"url\":\"https://www.edx.org/courses?q=cybersecurity+courses+for+beginners\"}]}},{\"label\":\"Earn a certificate\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/search?q=artificial+intelligence\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"Business \u0026 management\",\"url\":\"https://www.edx.org/search?q=\u0026subject=Business+%26+Management\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"Data analysis \u0026 statistics\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026subject=Data+Analysis+%26+Statistics\u0026learning_type=Course\"},{\"label\":\"Project management\",\"url\":\"https://www.edx.org/search?q=project+management\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/search?q=finance\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\"},{\"label\":\"View all certificate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\u0026learning_type=License\"},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\"},{\"label\":\"AI under 3 months\",\"url\":\"https://www.edx.org/executive-education/artificial-intelligence\"},{\"label\":\"Real estate under 3 months\",\"url\":\"https://www.edx.org/executive-education/real-estate\"},{\"label\":\"Healthcare under 3 months\",\"url\":\"https://www.edx.org/executive-education/healthcare\"},{\"label\":\"Leadership under 3 months\",\"url\":\"https://www.edx.org/executive-education/leadership\"},{\"label\":\"Information technology\",\"url\":\"https://www.edx.org/certificates/it-certificates\"}]}},{\"label\":\"Earn a degree\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Bachelor's programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Bachelors\u0026tab=degree-program\u0026page=1\"},{\"label\":\"Master's programs\",\"url\":\"https://www.edx.org/search?q=\u0026tab=degree-program\u0026page=1\u0026learning_type=Masters\"},{\"label\":\"Doctorate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Doctorate\u0026tab=program\u0026page=1\"},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\"},{\"label\":\"Online MBA\",\"url\":\"https://www.edx.org/masters/online-mba\"},{\"label\":\"AI master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\"},{\"label\":\"Healthcare master's\",\"url\":\"https://www.edx.org/masters/healthcare\"},{\"label\":\"Computer science master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-computer-science\"},{\"label\":\"Computer \u0026 data science bachelor's\",\"url\":\"https://www.edx.org/bachelors/computer-data-sciences\"}]}},{\"label\":\"Browse by educator\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Harvard University\",\"url\":\"https://www.edx.org/school/harvardx\"},{\"label\":\"MIT\",\"url\":\"https://www.edx.org/school/mitx\"},{\"label\":\"London School of Economics\",\"url\":\"https://www.edx.org/school/lse\"},{\"label\":\"Google\",\"url\":\"https://www.edx.org/school/google\"},{\"label\":\"IBM\",\"url\":\"https://www.edx.org/school/ibm\"},{\"label\":\"Microsoft\",\"url\":\"https://www.edx.org/school/microsoft\"},{\"label\":\"View all educators\",\"url\":\"https://www.edx.org/schools-partners\"},{\"label\":\"Explore career resources\",\"url\":\"https://www.edx.org\"},{\"label\":\"Software developer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-developer\"},{\"label\":\"Social media manager\",\"url\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\"},{\"label\":\"AI engineer\",\"url\":\"https://www.edx.org/become/how-to-become-an-ai-engineer\"},{\"label\":\"Data scientist\",\"url\":\"https://www.edx.org/become/data-scientist\"},{\"label\":\"Cybersecurity analyst\",\"url\":\"https://www.edx.org/become/how-to-become-a-cybersecurity-analyst\"},{\"label\":\"View all careers\",\"url\":\"https://www.edx.org/become\"}]}}]}},{\"label\":\"Browse by topic\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/learn/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science\",\"url\":\"https://www.edx.org/learn/computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis\",\"url\":\"https://www.edx.org/learn/data-analysis\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/learn/finance\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Leadership\",\"url\":\"https://www.edx.org/learn/leadership\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all topics\",\"url\":\"https://www.edx.org/search?q\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"CS50 courses from Harvard\",\"url\":\"https://www.edx.org/cs50\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Spanish\",\"url\":\"https://www.edx.org/learn/spanish\",\"childItems\":{\"nodes\":[]}},{\"label\":\"English\",\"url\":\"https://www.edx.org/learn/english\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/learn/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science\",\"url\":\"https://www.edx.org/learn/computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis\",\"url\":\"https://www.edx.org/learn/data-analysis\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/learn/finance\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Leadership\",\"url\":\"https://www.edx.org/learn/leadership\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all topics\",\"url\":\"https://www.edx.org/search?q\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"CS50 courses from Harvard\",\"url\":\"https://www.edx.org/cs50\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Spanish\",\"url\":\"https://www.edx.org/learn/spanish\",\"childItems\":{\"nodes\":[]}},{\"label\":\"English\",\"url\":\"https://www.edx.org/learn/english\",\"childItems\":{\"nodes\":[]}},{\"label\":\"For beginners\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Python for beginners\",\"url\":\"https://www.edx.org/courses?q=python+course+for+beginners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Excel for beginners\",\"url\":\"https://www.edx.org/courses?q=excel+courses+for+beginners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Cybersecurity for beginners\",\"url\":\"https://www.edx.org/courses?q=cybersecurity+courses+for+beginners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Earn a certificate\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/search?q=artificial+intelligence\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Business \u0026 management\",\"url\":\"https://www.edx.org/search?q=\u0026subject=Business+%26+Management\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis \u0026 statistics\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026subject=Data+Analysis+%26+Statistics\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Project management\",\"url\":\"https://www.edx.org/search?q=project+management\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/search?q=finance\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all certificate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\u0026learning_type=License\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI under 3 months\",\"url\":\"https://www.edx.org/executive-education/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Real estate under 3 months\",\"url\":\"https://www.edx.org/executive-education/real-estate\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare under 3 months\",\"url\":\"https://www.edx.org/executive-education/healthcare\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Artificial intelligence\",\"url\":\"https://www.edx.org/search?q=artificial+intelligence\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Business \u0026 management\",\"url\":\"https://www.edx.org/search?q=\u0026subject=Business+%26+Management\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data analysis \u0026 statistics\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026subject=Data+Analysis+%26+Statistics\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Project management\",\"url\":\"https://www.edx.org/search?q=project+management\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Finance\",\"url\":\"https://www.edx.org/search?q=finance\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all certificate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Certificate\u0026learning_type=Executive+Education\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=Professional+Certificate\u0026learning_type=XSeries\u0026learning_type=Course\u0026learning_type=License\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI under 3 months\",\"url\":\"https://www.edx.org/executive-education/artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Real estate under 3 months\",\"url\":\"https://www.edx.org/executive-education/real-estate\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare under 3 months\",\"url\":\"https://www.edx.org/executive-education/healthcare\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Leadership under 3 months\",\"url\":\"https://www.edx.org/executive-education/leadership\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Information technology\",\"url\":\"https://www.edx.org/certificates/it-certificates\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Earn a degree\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Bachelor's programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Bachelors\u0026tab=degree-program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Master's programs\",\"url\":\"https://www.edx.org/search?q=\u0026tab=degree-program\u0026page=1\u0026learning_type=Masters\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Doctorate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Doctorate\u0026tab=program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Online MBA\",\"url\":\"https://www.edx.org/masters/online-mba\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare master's\",\"url\":\"https://www.edx.org/masters/healthcare\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer \u0026 data science bachelor's\",\"url\":\"https://www.edx.org/bachelors/computer-data-sciences\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Bachelor's programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Bachelors\u0026tab=degree-program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Master's programs\",\"url\":\"https://www.edx.org/search?q=\u0026tab=degree-program\u0026page=1\u0026learning_type=Masters\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Doctorate programs\",\"url\":\"https://www.edx.org/search?q=\u0026learning_type=Doctorate\u0026tab=program\u0026page=1\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Popular\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Online MBA\",\"url\":\"https://www.edx.org/masters/online-mba\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Healthcare master's\",\"url\":\"https://www.edx.org/masters/healthcare\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer science master's\",\"url\":\"https://www.edx.org/masters/online-masters-in-computer-science\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Computer \u0026 data science bachelor's\",\"url\":\"https://www.edx.org/bachelors/computer-data-sciences\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Browse by educator\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Harvard University\",\"url\":\"https://www.edx.org/school/harvardx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"MIT\",\"url\":\"https://www.edx.org/school/mitx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"London School of Economics\",\"url\":\"https://www.edx.org/school/lse\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Google\",\"url\":\"https://www.edx.org/school/google\",\"childItems\":{\"nodes\":[]}},{\"label\":\"IBM\",\"url\":\"https://www.edx.org/school/ibm\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Microsoft\",\"url\":\"https://www.edx.org/school/microsoft\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all educators\",\"url\":\"https://www.edx.org/schools-partners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Explore career resources\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Software developer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-developer\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Social media manager\",\"url\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\",\"childItems\":{\"nodes\":[]}}]}},{\"label\":\"Harvard University\",\"url\":\"https://www.edx.org/school/harvardx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"MIT\",\"url\":\"https://www.edx.org/school/mitx\",\"childItems\":{\"nodes\":[]}},{\"label\":\"London School of Economics\",\"url\":\"https://www.edx.org/school/lse\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Google\",\"url\":\"https://www.edx.org/school/google\",\"childItems\":{\"nodes\":[]}},{\"label\":\"IBM\",\"url\":\"https://www.edx.org/school/ibm\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Microsoft\",\"url\":\"https://www.edx.org/school/microsoft\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all educators\",\"url\":\"https://www.edx.org/schools-partners\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Explore career resources\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Software developer\",\"url\":\"https://www.edx.org/become/how-to-become-a-software-developer\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Social media manager\",\"url\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\",\"childItems\":{\"nodes\":[]}},{\"label\":\"AI engineer\",\"url\":\"https://www.edx.org/become/how-to-become-an-ai-engineer\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Data scientist\",\"url\":\"https://www.edx.org/become/data-scientist\",\"childItems\":{\"nodes\":[]}},{\"label\":\"Cybersecurity analyst\",\"url\":\"https://www.edx.org/become/how-to-become-a-cybersecurity-analyst\",\"childItems\":{\"nodes\":[]}},{\"label\":\"View all careers\",\"url\":\"https://www.edx.org/become\",\"childItems\":{\"nodes\":[]}}]}}]}},\"bannerContainerClassname\":\"\"}],[\"$\",\"div\",null,{\"style\":{\"minHeight\":50},\"children\":[[\"$\",\"script\",null,{\"type\":\"application/ld+json\",\"dangerouslySetInnerHTML\":{\"__html\":\"$37\"}}],[\"$\",\"main\",null,{\"id\":\"page-id-3021\",\"children\":[\"$\",\"article\",null,{\"className\":\"container prose md:mt-auto\",\"children\":[[\"$\",\"$1\",\"0\",{\"children\":[\"$\",\"$L2e\",\"0\",{\"experimentKey\":\"useHomepageOptimizationV3\",\"variants\":{\"control\":[\"$\",\"$L38\",null,{\"shortcodeName\":\"homepage-hero\",\"variant\":\"bg-image\",\"mobileImage\":{\"sourceUrl\":\"https://images.cdn.edx.org/attachment-18923homepage-hero-tablet.jpg\",\"altText\":\"\"},\"image\":{\"sourceUrl\":\"https://images.cdn.edx.org/attachment-18922homepage-hero-desktop.jpg\",\"altText\":\"\"},\"children\":[[\"$\",\"h1\",\".$0\",{\"children\":[\"Learn anywhere \",[\"$\",\"span\",\"1\",{\"className\":\"text-accent-pink\",\"children\":\"with edX\"}]]}],[\"$\",\"p\",\".$1\",{\"className\":\"mb-12\",\"children\":\"Learn on-the-go or right at home with edX’s self-paced courses. Get started today!\"}],[\"$\",\"$L39\",\".$2\",{\"shortcode_name\":\"product-search\",\"placeholder\":\"Search our 4000+ courses\",\"autoFocus\":true,\"children\":[]}]],\"hasBreadcrumbs\":\"$undefined\",\"showSlantStripe\":\"$undefined\",\"slant\":\"$undefined\",\"titleClassName\":\"$undefined\",\"leadingAiIcon\":false}],\"category\":[\"$\",\"$L3a\",null,{}],\"marketplace\":[\"$\",\"$L3b\",null,{}],\"merchandising\":[\"$\",\"$L3c\",null,{}],\"mix\":[\"$\",\"$L3d\",null,{}],\"spotlight\":[\"$\",\"$L3e\",null,{}]},\"Loader\":[\"$\",\"div\",null,{\"className\":\"relative mx-break-out py-6 sm:py-10 xl:py-32 xl:px-32 h-[600px] md:h-[400px] lg:h-[600px]\",\"children\":[[\"$\",\"div\",null,{\"className\":\"absolute inset-0 z-[-1]\",\"children\":[\"$\",\"div\",null,{\"className\":\"animate-pulse bg-primary/10 h-full w-full rounded-none\"}]}],[\"$\",\"div\",null,{\"className\":\"container flex flex-col justify-between gap-10 xl:max-w-screen-2xl xl:flex-row xl:items-center\",\"children\":[\"$\",\"div\",null,{\"className\":\"xl:basis-3/5\",\"children\":[[\"$\",\"div\",null,{\"className\":\"my-6\",\"children\":[\"$\",\"div\",null,{\"className\":\"animate-pulse rounded-md bg-primary/10 h-12 sm:h-16 xl:h-20 w-3/4\"}]}],[\"$\",\"div\",null,{\"className\":\"mb-8\",\"children\":[[\"$\",\"div\",null,{\"className\":\"animate-pulse rounded-md bg-primary/10 h-8 w-full mb-4\"}],[\"$\",\"div\",null,{\"className\":\"animate-pulse rounded-md bg-primary/10 h-8 w-5/6\"}]]}]]}]}]]}],\"fallbackVariant\":\"control\"}]}],[\"$\",\"$1\",\"1\",{\"children\":[\"$\",\"div\",\"1\",{\"className\":\"py-12\",\"children\":[\"\",[\"$\",\"$L3f\",null,{\"opts\":{\"slidesToScroll\":\"auto\"},\"className\":\"z-2 px-10 relative\",\"children\":[[\"$\",\"$L40\",null,{\"children\":[[\"$\",\"$L41\",\"Massachusetts Institute of Technology\",{\"index\":0,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Massachusetts Institute of Technology\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"href\":\"/school/mitx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"alt\":\"Massachusetts Institute of Technology\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"Harvard University\",{\"index\":1,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Harvard University\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"href\":\"/school/harvardx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"alt\":\"Harvard University\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"University of California, Berkeley\",{\"index\":2,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"University of California, Berkeley\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\",\"href\":\"/school/uc-berkeleyx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\",\"alt\":\"University of California, Berkeley\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"Google\",{\"index\":3,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Google\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"href\":\"/school/googlecloud\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"alt\":\"Google\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"University of Cambridge\",{\"index\":4,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"University of Cambridge\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/a7e2febc-e366-4b23-9fc3-5659cf53d452-8f8e75936e00.png\",\"href\":\"/school/universityofcambridge\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/a7e2febc-e366-4b23-9fc3-5659cf53d452-8f8e75936e00.png\",\"alt\":\"University of Cambridge\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"Columbia University\",{\"index\":5,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Columbia University\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/3d8fc08e-339f-467a-a6c0-2b956ca5d6a0-797c0c6ddbc6.png\",\"href\":\"/school/columbiax\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/3d8fc08e-339f-467a-a6c0-2b956ca5d6a0-797c0c6ddbc6.png\",\"alt\":\"Columbia University\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"The University of Texas at Austin\",{\"index\":6,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"The University of Texas at Austin\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/9d38ad58-87fb-4a89-9f23-c8df318112e3-aec8e9e98a5f.png\",\"href\":\"/school/utaustinx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/9d38ad58-87fb-4a89-9f23-c8df318112e3-aec8e9e98a5f.png\",\"alt\":\"The University of Texas at Austin\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"The London School of Economics and Political Science\",{\"index\":7,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"The London School of Economics and Political Science\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/07141c7d-a86e-4f48-bb5b-1eef0958b465-b644124b89ef.png\",\"href\":\"/school/lse\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/07141c7d-a86e-4f48-bb5b-1eef0958b465-b644124b89ef.png\",\"alt\":\"The London School of Economics and Political Science\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"Delft University of Technology\",{\"index\":8,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Delft University of Technology\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"href\":\"/school/delftx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"alt\":\"Delft University of Technology\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"Amazon Web Services\",{\"index\":9,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Amazon Web Services\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/31705519-3082-4c18-aa23-1caf9a038b1c-21ab36bd68bc.png\",\"href\":\"/school/aws\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/31705519-3082-4c18-aa23-1caf9a038b1c-21ab36bd68bc.png\",\"alt\":\"Amazon Web Services\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"Tsinghua University\",{\"index\":10,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Tsinghua University\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/b5714409-b5f4-4c9d-9348-b0fecbaaddd6-780fbb6c72c7.png\",\"href\":\"/school/tsinghuax\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/b5714409-b5f4-4c9d-9348-b0fecbaaddd6-780fbb6c72c7.png\",\"alt\":\"Tsinghua University\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"The University of Queensland\",{\"index\":11,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"The University of Queensland\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/8554749f-b920-4d7f-8986-af6bb95290aa-f336c6a2ca11.png\",\"href\":\"/school/uqx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/8554749f-b920-4d7f-8986-af6bb95290aa-f336c6a2ca11.png\",\"alt\":\"The University of Queensland\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"Georgetown University\",{\"index\":12,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"Georgetown University\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/300a9275-e360-4599-92db-8c2222d5f614-712b2867e667.png\",\"href\":\"/school/georgetownx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/300a9275-e360-4599-92db-8c2222d5f614-712b2867e667.png\",\"alt\":\"Georgetown University\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"IBM\",{\"index\":13,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"IBM\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"href\":\"/school/ibm\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"alt\":\"IBM\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"The Georgia Institute of Technology\",{\"index\":14,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"The Georgia Institute of Technology\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"href\":\"/school/gtx\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"alt\":\"The Georgia Institute of Technology\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"University of Cape Town\",{\"index\":15,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"University of Cape Town\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/c5b82171-94d3-40eb-befd-ade27c3d028a-7302375e32bd.png\",\"href\":\"/school/uct\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/c5b82171-94d3-40eb-befd-ade27c3d028a-7302375e32bd.png\",\"alt\":\"University of Cape Town\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}],[\"$\",\"$L41\",\"New York University\",{\"index\":16,\"className\":\"basis-1/2 sm:basis-1/4 lg:basis-1/6 px-4\",\"partner\":{\"altText\":\"New York University\",\"img\":\"https://prod-discovery.edx-cdn.org/organization/logos/dc6d25de-0dac-43e6-a915-e362bf8b4403-917c4e000b69.png\",\"href\":\"/school/nyux\"},\"html_id\":\"branded-card\",\"location\":\"school-partner-carousel\",\"children\":[\"$\",\"div\",null,{\"className\":\"p-14 relative\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"https://prod-discovery.edx-cdn.org/organization/logos/dc6d25de-0dac-43e6-a915-e362bf8b4403-917c4e000b69.png\",\"alt\":\"New York University\",\"fill\":true,\"loading\":\"lazy\",\"className\":\"optanon-category-C0001 cursor-pointer m-auto object-contain max-w-full\",\"data-ot-ignore\":\"\"}]}]}]]}],[\"$\",\"$L43\",null,{\"className\":\"left-0\"}],[\"$\",\"$L44\",null,{\"className\":\"right-0\"}]]}],[\"$\",\"div\",null,{\"className\":\"text-center trust-bar-text font-bold\",\"children\":[\"\",\" \",[\"$\",\"$L19\",null,{\"children\":[\"$\",\"$L45\",null,{\"html_id\":\"all-partners-link\",\"location\":\"school-partner-carousel\",\"name\":\"\",\"class_name\":\"text-primary decoration-primary\",\"href\":\"/schools-partners\",\"text\":\"\",\"element_type\":\"entry\"}]}]]}]]}]}],[\"$\",\"$1\",\"2\",{\"children\":[\"$\",\"$L46\",\"2\",{\"shortcodeName\":\"gtm-spotlight-carousel\",\"children\":[]}]}],[\"$\",\"$1\",\"3\",{\"children\":\"$L47\"}],[\"$\",\"$1\",\"4\",{\"children\":[\"$\",\"br\",\"4\",{\"children\":\"$undefined\"}]}],[\"$\",\"$1\",\"5\",{\"children\":[\"$\",\"$L48\",\"5\",{\"shortcode_name\":\"guided-path\",\"children\":[]}]}],[\"$\",\"$1\",\"6\",{\"children\":[\"$\",\"$L49\",\"6\",{\"shortcodeName\":\"homepage-lob-entrypoints\",\"name\":\"\",\"header\":\"Find your perfect learning format\",\"subheader\":\"edX offers many ways to learn and grow your skills. Choose the format that works best for you.\",\"showEntrypoints\":\"true\",\"backgroundColor\":\"white\",\"children\":[[\"$\",\"$L4a\",\"0\",{\"shortcode_name\":\"showcase-card-item\",\"header\":\"Individual courses\",\"card_subheader\":\"Learn a new skill anywhere, anytime.\",\"header_background_color\":\"putty\",\"header_icon\":\"book-open\",\"cta_text\":\"Explore courses\",\"cta_url\":\"https://www.edx.org/search?q=\u0026learning_type=Course\u0026tab=course\u0026page=1\",\"hide_factoids_on_mobile\":\"false\",\"children\":[[\"$\",\"$L4b\",\"0\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"2-6 weeks\",\"icon\":\"timelapse\",\"children\":[]}],[\"$\",\"$L4b\",\"1\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Earn a verified certificate\",\"icon\":\"certificate\",\"children\":[]}],[\"$\",\"$L4b\",\"2\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Upskill quickly\",\"icon\":\"trending-up\",\"children\":[]}]]}],[\"$\",\"$L4a\",\"1\",{\"shortcode_name\":\"showcase-card-item\",\"header\":\"Certificate programs\",\"card_subheader\":\"Combine multiple courses into a well-rounded program.\",\"header_background_color\":\"putty-light\",\"header_icon\":\"certificate\",\"cta_text\":\"Explore programs\",\"cta_url\":\"https://www.edx.org/search?q=\u0026page=1\u0026learning_type=Course\u0026learning_type=MicroBachelors\u0026learning_type=MicroMasters\u0026learning_type=XSeries\u0026learning_type=Professional+Certificate\u0026tab=program\",\"hide_factoids_on_mobile\":\"false\",\"children\":[[\"$\",\"$L4b\",\"0\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"8-12 weeks\",\"icon\":\"timelapse\",\"children\":[]}],[\"$\",\"$L4b\",\"1\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Earn multiple certificates\",\"icon\":\"certificate\",\"children\":[]}],[\"$\",\"$L4b\",\"2\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Upskill on a deeper level\",\"icon\":\"trending-up\",\"children\":[]}]]}],[\"$\",\"$L4a\",\"2\",{\"shortcode_name\":\"showcase-card-item\",\"header\":\"Executive Education\",\"card_subheader\":\"Deepen your expertise with classes designed by experts.\",\"header_background_color\":\"fern\",\"header_icon\":\"business\",\"cta_text\":\"Explore Executive Education\",\"cta_url\":\"https://www.edx.org/search?q=\u0026learning_type=Course\u0026learning_type=Executive+Education\u0026page=1\u0026learning_type=Executive+Education\u0026tab=executive-education\",\"hide_factoids_on_mobile\":\"false\",\"children\":[[\"$\",\"$L4b\",\"0\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"6-20+ weeks\",\"icon\":\"timelapse\",\"children\":[]}],[\"$\",\"$L4b\",\"1\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Earn credentials\",\"icon\":\"certificate\",\"children\":[]}],[\"$\",\"$L4b\",\"2\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Grow career critical skills\",\"icon\":\"trending-up\",\"children\":[]}]]}],[\"$\",\"$L4a\",\"3\",{\"shortcode_name\":\"showcase-card-item\",\"header\":\"Online degrees\",\"card_subheader\":\"Earn your degree from a prestigious university.\",\"header_background_color\":\"fern-light\",\"header_icon\":\"school\",\"cta_text\":\"Explore degrees\",\"cta_url\":\"https://www.edx.org/search?q=\u0026tab=degree-program\u0026page=1\",\"hide_factoids_on_mobile\":\"false\",\"children\":[[\"$\",\"$L4b\",\"0\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"1.5-3 years\",\"icon\":\"timelapse\",\"children\":[]}],[\"$\",\"$L4b\",\"1\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Earn a degree\",\"icon\":\"certificate\",\"children\":[]}],[\"$\",\"$L4b\",\"2\",{\"shortcodeName\":\"showcase-factoids-item\",\"text\":\"Become an expert\",\"icon\":\"trending-up\",\"children\":[]}]]}]]}]}],[\"$\",\"$1\",\"7\",{\"children\":[\"$\",\"$L4c\",\"7\",{\"shortcodeName\":\"get-started-with\",\"children\":[]}]}],[\"$\",\"$1\",\"8\",{\"children\":[\"$\",\"$L4d\",\"8\",{\"shortcode_name\":\"homepage-promo-banner\",\"variant\":\"image-right\",\"title\":\"FLASH SALE: Save 30% this week only\",\"brandimage\":\"https://images.cdn.edx.org/attachment-28696EdX-UMT_homepage_marketing_desktop_746x511.jpg\",\"theme\":\"dark\",\"imagealttext\":\"\",\"children\":[[\"$\",\"p\",\"0\",{\"children\":[\"Invest in the skills that move your career forward with \",[\"$\",\"b\",\"1\",{\"children\":\"30% off select courses and programs\"}],\". Use code \",[\"$\",\"span\",\"3\",{\"className\":\"text-accent-pink\",\"children\":[\"$\",\"b\",null,{\"children\":\"30OFFEDX2026\"}]}],\" at checkout. Offer ends June 2.\"]}],\"$L4e\"]}]}],[\"$\",\"$1\",\"9\",{\"children\":\"$L4f\"}],[\"$\",\"$1\",\"10\",{\"children\":[\"$\",\"$L4d\",\"10\",{\"shortcode_name\":\"homepage-promo-banner\",\"variant\":\"image-right\",\"title\":\"Executive Access Week: Now live.\",\"brandimage\":\"https://images.cdn.edx.org/attachment-28697EdX-UMT_homepage_marketing-v1_desktop_746x511_v3.jpg\",\"theme\":\"dark\",\"imagealttext\":\"\",\"children\":[[\"$\",\"p\",\"0\",{\"children\":[[\"$\",\"b\",\"0\",{\"children\":\"Take 20%\"}],\" off executive education courses with code \",[\"$\",\"span\",\"2\",{\"className\":\"text-accent-pink\",\"children\":[\"$\",\"b\",null,{\"children\":\"EXEC2026\"}]}],\". One week only. Ends June 2.\"]}],\"$L50\"]}]}],[\"$\",\"$1\",\"11\",{\"children\":[\"$\",\"$L51\",\"11\",{\"shortcode_name\":\"homepage-stats-and-social-proof\",\"children\":[[\"$\",\"$L52\",\"0\",{\"shortcode_name\":\"stats\",\"background\":\"putty-300\",\"header\":\"Learn something new with edX\",\"subheader\":\"edX helps learners around the world grow their skills and careers. Join our learning community today!\",\"linktext\":\"Explore courses and degrees today\",\"linkurl\":\"https://www.edx.org/search?q\",\"variant\":\"header-link\",\"children\":[[\"$\",\"stat\",\"0\",{\"label\":\"global learners, in nearly every industry, are upskilling with edX.\",\"value\":\"100M\",\"icon\":\"users\",\"children\":\"$undefined\"}],[\"$\",\"stat\",\"1\",{\"label\":\"of edX learners have seen professional growth after earning a certificate.\",\"value\":\"84%\",\"icon\":\"users\",\"children\":\"$undefined\"}],[\"$\",\"stat\",\"2\",{\"label\":\"professionals have had their lives changed through Executive Education.\",\"value\":\"140K\",\"icon\":\"users\",\"children\":\"$undefined\"}],[\"$\",\"stat\",\"3\",{\"label\":\"edX learners have already found their degree program this year.\",\"value\":\"42K\",\"icon\":\"users\",\"children\":\"$undefined\"}]]}],[\"$\",\"$L53\",\"1\",{\"header\":\"Hear what other learners have to say\",\"headerTextClassname\":\"$undefined\",\"items\":[{\"content\":\"I'm a fan of edX's new way of learning. Thousands of people can study from anywhere in the world. It's a wonderful idea.\",\"image\":\"https://images.cdn.edx.org/attachment-21775sarah-riggot.jpg\",\"name\":\"Sarah Riggot\",\"productName\":\"Guatemala\"},{\"content\":\"The edX experience is the most valuable experience I have ever had. It gives me the opportunity to learn from universities across continents and languages.\",\"image\":\"https://images.cdn.edx.org/attachment-28343Nader-Haddad-image.jpg\",\"name\":\"Nader Haddad\",\"productName\":\"Tunisia\"},{\"content\":\"I’m hard of hearing, which makes it difficult and exhausting to follow regular courses. Thanks to edX lectures have captions, I can follow the courses without any problems.\",\"image\":\"https://images.cdn.edx.org/attachment-21776sandy-van-den-borne.jpg\",\"name\":\"Sandy Van den Borne\",\"productName\":\"Belgium\"},{\"content\":\"Living in this explosion of information — it's hugely rewarding to see it ‘democratized’ in this way.\",\"image\":\"https://images.cdn.edx.org/attachment-21764Kathleen-Brown-headshot.jpg\",\"name\":\"Kathleen B.\",\"productName\":\"New Hampshire\"},{\"content\":\"edX has enriched my life. I have truly found my passion, and now I am determined to pursue my career as an electrical engineer after I go to college.\",\"image\":\"https://images.cdn.edx.org/attachment-21765Kyung-Mok-Bae-headshot.jpg\",\"name\":\"Kyung B.\",\"productName\":\"Maryland\"},{\"content\":\"Even though I have a formal and practical education and have working experience in electronics, the course was challenging sometimes, but always rewarding.\",\"image\":\"https://images.cdn.edx.org/attachment-21763Francisco-R.jpg\",\"name\":\"Francisco R.\",\"productName\":\"Spain\"}],\"linkText\":\"Read more from other learners\",\"linkUrl\":\"https://www.edx.org/about-us/testimonials\",\"useAutoplay\":true,\"autoplayDelay\":5000,\"background\":\"putty-300\",\"location\":\"homepage\"}]]}]}],[\"$\",\"$1\",\"12\",{\"children\":[\"$\",\"div\",\"12\",{\"className\":\"fullwidth py-0 ImageRight_dark-gradient__KfCJp\",\"children\":[\"$\",\"div\",null,{\"className\":\"container overflow-hidden flex items-center \",\"children\":[[\"$\",\"div\",null,{\"className\":\"py-10 max-w-[984px] lg:px-0\",\"children\":[[\"$\",\"h2\",null,{\"className\":\"font-inter text-[44px] leading-[3rem] lg:text-5xl mb-7 text-secondary font-black italic tracking-[-0.06rem]\",\"children\":\"Empower every member of your team\"}],[[\"$\",\"p\",\".$0\",{\"children\":[\"$\",\"b\",null,{\"children\":\"Discover edX Enterprise Subscriptions\"}]}],[\"$\",\"p\",\".$1\",{\"children\":\"Give your employees unlimited access to courses and certificate programs in topics like AI, sustainability, and leadership. \"}],\"$L54\"],\"$undefined\"]}],[\"$\",\"div\",null,{\"className\":\"my-0 h-full\",\"children\":[\"$\",\"$L42\",null,{\"width\":788,\"height\":0,\"src\":\"https://images.cdn.edx.org/post3021-edx-b2b.png\",\"alt\":\"Two colleagues sitting around a table, collaborating on a project together.\",\"className\":\"optanon-category-C0001 hidden xl:block m-0 p-0 max-w-[700px] align-middle overflow-clip\",\"data-ot-ignore\":\"\"}]}]]}]}]}],[\"$\",\"$1\",\"13\",{\"children\":[\"$\",\"div\",\"13\",{\"className\":\"container\",\"children\":\"$L55\"}]}],[\"$\",\"$1\",\"14\",{\"children\":[\"$\",\"div\",\"14\",{\"className\":\"fullwidth py-0 undefined\",\"children\":[\"$\",\"div\",null,{\"className\":\"container overflow-hidden flex items-center \",\"children\":[[\"$\",\"div\",null,{\"className\":\"py-10 max-w-[984px] lg:px-0\",\"children\":[[\"$\",\"h2\",null,{\"className\":\"font-inter text-[44px] leading-[3rem] lg:text-5xl mb-7 text-secondary font-black italic tracking-[-0.06rem]\",\"children\":\"Discover more than a classroom — join a global community.\"}],[[\"$\",\"ul\",\".0\",{\"children\":[[\"$\",\"li\",\"0\",{\"className\":\"mb-4\",\"children\":[\"Access world-class education from institutions like \",[\"$\",\"a\",\"1\",{\"href\":\"https://www.edx.org/school/harvardx\",\"children\":\"Harvard\"}],\", \",[\"$\",\"a\",\"3\",{\"href\":\"https://www.edx.org/school/mitx\",\"children\":\"MIT\"}],\", and \",[\"$\",\"a\",\"5\",{\"href\":\"https://www.edx.org/school/universityofcambridge\",\"children\":\"Cambridge\"}],\".\"]}],[\"$\",\"li\",\"1\",{\"className\":\"mb-4\",\"children\":\"Learn from anywhere in the world with online courses, certificates, and degrees.\"}],[\"$\",\"li\",\"2\",{\"className\":\"mb-4\",\"children\":\"Connect with edX's global network of ambitious learners.\"}],[\"$\",\"li\",\"3\",{\"className\":\"mb-4\",\"children\":\"Find a range of programs covering diverse topics for all types of students.\"}],[\"$\",\"li\",\"4\",{\"className\":\"mb-4\",\"children\":\"Engage with expert-led curricula via flexible, hybrid, and 100% online options.\"}]]}]],\"$undefined\"]}],[\"$\",\"div\",null,{\"className\":\"my-0 h-full\",\"children\":[\"$\",\"$L42\",null,{\"width\":788,\"height\":0,\"src\":\"https://images.cdn.edx.org/post3021-edX_homepage_community_desktop_788x687.png\",\"alt\":\"A person working on a laptop, with a list of available edX online courses open on the screen.\",\"className\":\"optanon-category-C0001 hidden xl:block m-0 p-0 max-w-[700px] align-middle overflow-clip\",\"data-ot-ignore\":\"\"}]}]]}]}]}],[\"$\",\"$1\",\"15\",{\"children\":[\"$\",\"$L56\",\"15\",{\"shortcodeName\":\"cta\",\"title\":\"Register for a free account\",\"subtitle\":\"Sign up now.\",\"titleSize\":\"large\",\"emphasizeTitle\":\"true\",\"theme\":\"dark\",\"childrenContainerClassname\":\"w-full lg:w-auto items-center justify-center\",\"backgroundImage\":\"https://images.cdn.edx.org/post3021-homepage-register-cta.jpg\",\",\":\"\",\"children\":\"$L57\"}]}],[\"$\",\"$1\",\"16\",{\"children\":\"$L58\"}]]}]}]]}],\"$L59\"]\n"])</script><script>self.__next_f.push([1,"5a:I[77043,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n5b:I[72078,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889"])</script><script>self.__next_f.push([1,"c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n"])</script><script>self.__next_f.push([1,"55:[\"$\",\"$L5a\",null,{\"cards\":[{\"altText\":\"Artificial Intelligence\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/6AzB0EJO6vfCbMhgGYINwS/f69d5ebfe14013a54976075688e89643/edX_homepage_ai-icon_150x150.svg\",\"href\":\"/learn/artificial-intelligence\"},{\"altText\":\"Leadership\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/K9NRc39FYAMVLIDsIKoX1/d92c83e7898d0262b23c737532cf9d26/edX_homepage_leadership-icon_150x150.svg\",\"href\":\"/learn/leadership\"},{\"altText\":\"Supply Chain\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/4DAdpwC3BTRpIqfF5d2on5/35d88eece39795c244331a35e29f6101/edX_homepage_supply-chain-icon_150x150.svg\",\"href\":\"/learn/supply-chain-management\"},{\"altText\":\"Computer Programming\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/8nx9yRcllVfA1Y5TRyPXy/1da828500bb958a816b9699ede54002b/edX_homepage_comp-programming-icon_150x150.svg\",\"href\":\"/learn/computer-programming\"},{\"altText\":\"Probability\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/4wOxsTLdUIWLsB5kBmVGJL/51d5951a5a8ef0a4665bb144f5cc7874/edX_homepage_probability-icon_150x150.svg\",\"href\":\"learn/probability\"},{\"altText\":\"Python\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/3DKg8Ii9903IQALB4Metk9/b09e336116590f2b6e1296bad5ec0d4d/edX_homepage_python-icon_150x150.svg\",\"href\":\"/learn/python\"},{\"altText\":\"Machine Learning\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/5WjOo3bI5UVlm4Nwf6uZug/86b1d5b9c2ee1abd51463820be7814a0/edX_homepage_machine-learning-icon_150x150.svg\",\"href\":\"/learn/machine-learning\"},{\"altText\":\"Computer Science\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/6mVtFXWz86uOQn6BD4en03/8bccdb6379323b41d35971bde68c1b6d/edX_homepage_comp-sci-icon_150x150.svg\",\"href\":\"/learn/computer-science\"},{\"altText\":\"Writing\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/5k2afGMM2RIxeE0bXtgyuH/b157c675b3c3873109d371eaa2d2efdf/edX_homepage_writing-icon_150x150.svg\",\"href\":\"/learn/writing\"},{\"altText\":\"Statistics\",\"img\":\"https://images.ctfassets.net/ii9ehdcj88bc/78SgKKtxl3m3fSXG0j62mf/79157389926f3bf0475bf31016c2d581/edX_homepage_statistics-icon_150x150.svg\",\"href\":\"/learn/statistics\"}],\"title\":\"Popular topics\",\"location\":\"popular-topics\",\"html_id\":\"topic-icon-card\",\"className\":\"$undefined\",\"gridClassName\":\"$undefined\",\"gridItemClassName\":\"$undefined\",\"gridItemContentClassName\":\"$undefined\"}]\n"])</script><script>self.__next_f.push([1,"58:[\"$\",\"div\",\"16\",{\"className\":\"fullwidth bg-light\",\"children\":[[\"$\",\"div\",null,{\"className\":\"container\",\"children\":[\"$\",\"div\",null,{\"className\":\"font-roboto font-bold text-sm text-black mb-2\",\"children\":\"Popular Subjects\"}]}],[\"$\",\"div\",null,{\"className\":\"grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4 sm:gap-6\",\"children\":[[\"$\",\"div\",\"Computer Science\",{\"className\":\"text-base\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex\",\"children\":[[\"$\",\"$L5b\",\"/learn/computer-science\",{\"label\":\"Computer Science\",\"url\":\"/learn/computer-science\",\"index\":0,\"is_heading\":true,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"div\",null,{\"className\":\"my-4\",\"children\":[\"$\",\"svg\",null,{\"width\":\"24\",\"height\":\"24\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z\",\"fill\":\"currentColor\"}]}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col\",\"children\":[[\"$\",\"$L5b\",\"/learn/azure\",{\"label\":\"Azure\",\"url\":\"/learn/azure\",\"index\":0,\"sub_index\":0,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/blockchain\",{\"label\":\"Blockchain\",\"url\":\"/learn/blockchain\",\"index\":0,\"sub_index\":1,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/c-programming\",{\"label\":\"C Programming\",\"url\":\"/learn/c-programming\",\"index\":0,\"sub_index\":2,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/devops\",{\"label\":\"DevOps\",\"url\":\"/learn/devops\",\"index\":0,\"sub_index\":3,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/django\",{\"label\":\"Django\",\"url\":\"/learn/django\",\"index\":0,\"sub_index\":4,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/full-stack-development\",{\"label\":\"Full Stack Development\",\"url\":\"/learn/full-stack-development\",\"index\":0,\"sub_index\":5,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/html\",{\"label\":\"HTML\",\"url\":\"/learn/html\",\"index\":0,\"sub_index\":6,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/java\",{\"label\":\"Java\",\"url\":\"/learn/java\",\"index\":0,\"sub_index\":7,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/javascript\",{\"label\":\"JavaScript\",\"url\":\"/learn/javascript\",\"index\":0,\"sub_index\":8,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/python\",{\"label\":\"Python\",\"url\":\"/learn/python\",\"index\":0,\"sub_index\":9,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}]]}]]}],[\"$\",\"div\",\"Language\",{\"className\":\"text-base\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex\",\"children\":[[\"$\",\"$L5b\",\"/learn/language\",{\"label\":\"Language\",\"url\":\"/learn/language\",\"index\":1,\"is_heading\":true,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"div\",null,{\"className\":\"my-4\",\"children\":[\"$\",\"svg\",null,{\"width\":\"24\",\"height\":\"24\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z\",\"fill\":\"currentColor\"}]}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col\",\"children\":[[\"$\",\"$L5b\",\"/learn/chinese\",{\"label\":\"Chinese\",\"url\":\"/learn/chinese\",\"index\":1,\"sub_index\":0,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/english\",{\"label\":\"English\",\"url\":\"/learn/english\",\"index\":1,\"sub_index\":1,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/esl\",{\"label\":\"ESL\",\"url\":\"/learn/esl\",\"index\":1,\"sub_index\":2,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/grammar\",{\"label\":\"Grammar\",\"url\":\"/learn/grammar\",\"index\":1,\"sub_index\":3,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/italian\",{\"label\":\"Italian\",\"url\":\"/learn/italian\",\"index\":1,\"sub_index\":4,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/japanese\",{\"label\":\"Japanese\",\"url\":\"/learn/japanese\",\"index\":1,\"sub_index\":5,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/mandarin\",{\"label\":\"Mandarin\",\"url\":\"/learn/mandarin\",\"index\":1,\"sub_index\":6,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/sign-language\",{\"label\":\"Sign Language\",\"url\":\"/learn/sign-language\",\"index\":1,\"sub_index\":7,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/spanish\",{\"label\":\"Spanish\",\"url\":\"/learn/spanish\",\"index\":1,\"sub_index\":8,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/writing\",{\"label\":\"Writing\",\"url\":\"/learn/writing\",\"index\":1,\"sub_index\":9,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}]]}]]}],[\"$\",\"div\",\"Data Science\",{\"className\":\"text-base\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex\",\"children\":[[\"$\",\"$L5b\",\"/learn/data-science\",{\"label\":\"Data Science\",\"url\":\"/learn/data-science\",\"index\":2,\"is_heading\":true,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"div\",null,{\"className\":\"my-4\",\"children\":[\"$\",\"svg\",null,{\"width\":\"24\",\"height\":\"24\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z\",\"fill\":\"currentColor\"}]}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col\",\"children\":[[\"$\",\"$L5b\",\"/learn/artificial-intelligence\",{\"label\":\"Artificial Intelligence\",\"url\":\"/learn/artificial-intelligence\",\"index\":2,\"sub_index\":0,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/big-data\",{\"label\":\"Big Data\",\"url\":\"/learn/big-data\",\"index\":2,\"sub_index\":1,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/cloud-computing\",{\"label\":\"Cloud Computing\",\"url\":\"/learn/cloud-computing\",\"index\":2,\"sub_index\":2,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/computer-programming\",{\"label\":\"Computer Programming\",\"url\":\"/learn/computer-programming\",\"index\":2,\"sub_index\":3,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/data-analysis\",{\"label\":\"Data Analysis\",\"url\":\"/learn/data-analysis\",\"index\":2,\"sub_index\":4,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/data-mining\",{\"label\":\"Data Mining\",\"url\":\"/learn/data-mining\",\"index\":2,\"sub_index\":5,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/machine-learning\",{\"label\":\"Machine Learning\",\"url\":\"/learn/machine-learning\",\"index\":2,\"sub_index\":6,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/power-bi\",{\"label\":\"Power BI\",\"url\":\"/learn/power-bi\",\"index\":2,\"sub_index\":7,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/python\",{\"label\":\"Python\",\"url\":\"/learn/python\",\"index\":2,\"sub_index\":8,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/quantum-computing\",{\"label\":\"Quantum Computing\",\"url\":\"/learn/quantum-computing\",\"index\":2,\"sub_index\":9,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}]]}]]}],[\"$\",\"div\",\"Business \u0026 Management\",{\"className\":\"text-base\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex\",\"children\":[[\"$\",\"$L5b\",\"/learn/business-management\",{\"label\":\"Business \u0026 Management\",\"url\":\"/learn/business-management\",\"index\":3,\"is_heading\":true,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"div\",null,{\"className\":\"my-4\",\"children\":[\"$\",\"svg\",null,{\"width\":\"24\",\"height\":\"24\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z\",\"fill\":\"currentColor\"}]}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col\",\"children\":[[\"$\",\"$L5b\",\"/learn/business-administration\",{\"label\":\"Business Administration\",\"url\":\"/learn/business-administration\",\"index\":3,\"sub_index\":0,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/business-analysis\",{\"label\":\"Business Analysis\",\"url\":\"/learn/business-analysis\",\"index\":3,\"sub_index\":1,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/corporate-finance\",{\"label\":\"Corporate Finance\",\"url\":\"/learn/corporate-finance\",\"index\":3,\"sub_index\":2,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/economics\",{\"label\":\"Economics\",\"url\":\"/learn/economics\",\"index\":3,\"sub_index\":3,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/entrepreneurship\",{\"label\":\"Entrepreneurship\",\"url\":\"/learn/entrepreneurship\",\"index\":3,\"sub_index\":4,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/finance\",{\"label\":\"Finance\",\"url\":\"/learn/finance\",\"index\":3,\"sub_index\":5,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/financial-literacy\",{\"label\":\"Financial Literacy\",\"url\":\"/learn/financial-literacy\",\"index\":3,\"sub_index\":6,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/leadership\",{\"label\":\"Leadership\",\"url\":\"/learn/leadership\",\"index\":3,\"sub_index\":7,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/project-management\",{\"label\":\"Project Management\",\"url\":\"/learn/project-management\",\"index\":3,\"sub_index\":8,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/statistics\",{\"label\":\"Statistics\",\"url\":\"/learn/statistics\",\"index\":3,\"sub_index\":9,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}]]}]]}],[\"$\",\"div\",\"Engineering\",{\"className\":\"text-base\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex\",\"children\":[[\"$\",\"$L5b\",\"/learn/engineering\",{\"label\":\"Engineering\",\"url\":\"/learn/engineering\",\"index\":4,\"is_heading\":true,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"div\",null,{\"className\":\"my-4\",\"children\":[\"$\",\"svg\",null,{\"width\":\"24\",\"height\":\"24\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z\",\"fill\":\"currentColor\"}]}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col\",\"children\":[[\"$\",\"$L5b\",\"/learn/aerospace-engineering\",{\"label\":\"Aerospace Engineering\",\"url\":\"/learn/aerospace-engineering\",\"index\":4,\"sub_index\":0,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/biomedical-engineering\",{\"label\":\"Biomedical Engineering\",\"url\":\"/learn/biomedical-engineering\",\"index\":4,\"sub_index\":1,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/chemical-engineering\",{\"label\":\"Chemical Engineering\",\"url\":\"/learn/chemical-engineering\",\"index\":4,\"sub_index\":2,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/civil-engineering\",{\"label\":\"Civil Engineering\",\"url\":\"/learn/civil-engineering\",\"index\":4,\"sub_index\":3,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/computer-engineering\",{\"label\":\"Computer Engineering\",\"url\":\"/learn/computer-engineering\",\"index\":4,\"sub_index\":4,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/electrical-engineering\",{\"label\":\"Electrical Engineering\",\"url\":\"/learn/electrical-engineering\",\"index\":4,\"sub_index\":5,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/industrial-engineering\",{\"label\":\"Industrial Engineering\",\"url\":\"/learn/industrial-engineering\",\"index\":4,\"sub_index\":6,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/mechanical-engineering\",{\"label\":\"Mechanical Engineering\",\"url\":\"/learn/mechanical-engineering\",\"index\":4,\"sub_index\":7,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/software-engineering\",{\"label\":\"Software Engineering\",\"url\":\"/learn/software-engineering\",\"index\":4,\"sub_index\":8,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/structural-engineering\",{\"label\":\"Structural Engineering\",\"url\":\"/learn/structural-engineering\",\"index\":4,\"sub_index\":9,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}]]}]]}],[\"$\",\"div\",\"Humanities\",{\"className\":\"text-base\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex\",\"children\":[[\"$\",\"$L5b\",\"/learn/humanities\",{\"label\":\"Humanities\",\"url\":\"/learn/humanities\",\"index\":5,\"is_heading\":true,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"div\",null,{\"className\":\"my-4\",\"children\":[\"$\",\"svg\",null,{\"width\":\"24\",\"height\":\"24\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M8.59 16.59 13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z\",\"fill\":\"currentColor\"}]}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col\",\"children\":[[\"$\",\"$L5b\",\"/learn/art\",{\"label\":\"Art\",\"url\":\"/learn/art\",\"index\":5,\"sub_index\":0,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/child-development\",{\"label\":\"Child Development\",\"url\":\"/learn/child-development\",\"index\":5,\"sub_index\":1,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/epidemics\",{\"label\":\"Epidemics\",\"url\":\"/learn/epidemics\",\"index\":5,\"sub_index\":2,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/fashion\",{\"label\":\"Fashion\",\"url\":\"/learn/fashion\",\"index\":5,\"sub_index\":3,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/history\",{\"label\":\"History\",\"url\":\"/learn/history\",\"index\":5,\"sub_index\":4,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/human-anatomy\",{\"label\":\"Human Anatomy\",\"url\":\"/learn/human-anatomy\",\"index\":5,\"sub_index\":5,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/literature\",{\"label\":\"Literature\",\"url\":\"/learn/literature\",\"index\":5,\"sub_index\":6,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/psychology\",{\"label\":\"Psychology\",\"url\":\"/learn/psychology\",\"index\":5,\"sub_index\":7,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/public-speaking\",{\"label\":\"Public Speaking\",\"url\":\"/learn/public-speaking\",\"index\":5,\"sub_index\":8,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}],[\"$\",\"$L5b\",\"/learn/shakespeare\",{\"label\":\"Shakespeare\",\"url\":\"/learn/shakespeare\",\"index\":5,\"sub_index\":9,\"is_heading\":false,\"location\":\"popular-subjects\",\"html_id\":\"subject-link\"}]]}]]}]]}]]}]\n"])</script><script>self.__next_f.push([1,"5c:I[38680,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n5d:T6b6,\u003cp dir=\"ltr\"\u003eThis course harnesses science-backed techniques applicable across different learning pl"])</script><script>self.__next_f.push([1,"atforms, equipping you with the strategies you need to thrive as an online learner.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nIn this course, you will:\u003cb style=\"font-weight: normal;\"\u003e\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nReflect on your Identity as a Learner: Learn about the history and benefits of learning online and reflect on how embarking on this new journey of learning online fits into your broader narrative as a lifelong learner.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nDevelop Digital Literacy Skills: Acquire essential skills for navigating and utilizing online learning technologies effectively, including familiarity with Learning Management Systems, the unique features of the edX platform, and using AI to support your learning.\u003cb style=\"font-weight: normal;\"\u003e\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nEnhance Metacognitive Skills: Learn to develop awareness of your own learning behaviors and thought processes, a key aspect of successful online learning.\u003cb style=\"font-weight: normal;\"\u003e\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nApply Effective Study Strategies: Examine a range of study strategies based on current research, covering awareness, balance, community engagement, and dedication to learning.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nLeverage Community Resources: Discuss how to effectively utilize peer interactions and community resources to enhance your learning experience.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nImprove Time Management: Cultivate strong time management skills tailored for online learning, including techniques like the Pomodoro method and understanding your chronotype for optimal learning.\u003c/p\u003e5e:T68d,\u003cp\u003eThis is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests "])</script><script>self.__next_f.push([1,"and boosting; support-vector machines; neural networks and deep learning; survival models; multiple testing. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical).\u003c/p\u003e\n\u003cp\u003eThis is not a math-heavy class, so we try and describe the methods without heavy reliance on formulas and complex mathematics. We focus on what we consider to be the important elements of modern data science. Computing is done in R. There are lectures devoted to R, giving tutorials from the ground up, and progressing with more detailed sessions that implement the techniques in each chapter. We also offer a separate version of the course called \u003ca href=\"https://www.edx.org/learn/data-analysis-statistics/stanford-university-statistical-learning-with-python\" rel=\"noopener\" target=\"_blank\"\u003eStatistical Learning with Python\u003c/a\u003e – the chapter lectures are the same, but the lab lectures and computing are done using Python.\u003c/p\u003e\n\u003cp\u003eThe lectures cover all the material in An Introduction to Statistical Learning, with Applications in R (second addition) by James, Witten, Hastie and Tibshirani (Springer, 2021). The pdf for this book is available for free on the \u003ca href=\"https://www.statlearning.com/\"\u003ebook website\u003c/a\u003e.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"35:[\"$\",\"$L5c\",null,{\"id\":\"$undefined\",\"enableMonarch\":false,\"title\":\"Popular courses\",\"ctaUrl\":\"/search?tab=course\",\"ctaLabel\":\"View all courses\",\"products\":[{\"id\":\"1d3c6ea4-d6c0-4ca8-af2c-3a21d5b00aff\",\"productUuid\":\"0e575a39-da1e-4e33-bb3b-e96cc6ffc58e\",\"objectID\":\"course-0e575a39-da1e-4e33-bb3b-e96cc6ffc58e\",\"productName\":\"How to Learn Online\",\"productSlug\":\"learn/how-to-learn/edx-how-to-learn-online\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/0e575a39-da1e-4e33-bb3b-e96cc6ffc58e-403e4a4aaada.png\",\"productType\":\"Course\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"edX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/4f8cb2c9-589b-4d1e-88c1-b01a02db3a9c-42611123eb6a.png\",\"fullDescription\":\"$5d\",\"shortDescription\":\"\u003cp\u003eThis course will prepare you with strategies to be a successful online learner. The edX learning team has curated powerful, science-backed techniques which you can start using right away on any learning platform. This course also includes enhancements to address learning online with the advancements of AI tools.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHistory, benefits, and foundational concepts of online learning\u003c/li\u003e\\n\u003cli\u003eHow to leverage your prior educational experiences for success learning online\u003c/li\u003e\\n\u003cli\u003eTechnology fundamentals for online learning, including building your digital confidence, using an LMS (Learning Management System), and making the most of online accessibility features\u003c/li\u003e\\n\u003cli\u003eStudy strategies for online learning, anchored in the ABCDs: Awareness, Balance, Community, and Dedication\u003c/li\u003e\\n\u003cli\u003eTime management skills to help integrate learning into your busy life\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"edX\"],\"lastUpdated\":\"2026-06-02T13:55:34.307Z\",\"created\":\"2025-04-07T19:36:28.650Z\",\"hash\":\"6aa2dc7d0325b4919988c88230f7bded42a7a0923701118f096cdf73cef447b9\",\"skills\":[\"Artificial Intelligence\",\"Digital Literacy\",\"Learning Design\",\"Learning Management Systems\",\"Learning Platforms\",\"Lifelong Learning\",\"Metacognition\",\"Research\",\"Time Management\"],\"skillsData\":[{\"skill\":\"Learning Design\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Learning Platforms\",\"category\":\"Education and Training\",\"subcategory\":\"Education Software and Technology\"},{\"skill\":\"Learning Management Systems\",\"category\":\"Education and Training\",\"subcategory\":\"Education Software and Technology\"},{\"skill\":\"Lifelong Learning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Metacognition\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Therapies\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Digital Literacy\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Time Management\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":32183,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:edX+edx201+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"edX\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":29,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1584734499,\"goLiveDate\":1765774800,\"modifiedDate\":1775656900},{\"id\":\"ee023f11-6264-4c35-9c35-ef43224160f7\",\"productUuid\":\"3a31db71-de8f-45f1-ae65-11981ed9d680\",\"objectID\":\"course-3a31db71-de8f-45f1-ae65-11981ed9d680\",\"productName\":\"CS50's Introduction to Artificial Intelligence with Python\",\"productSlug\":\"learn/artificial-intelligence/harvard-university-cs50-s-introduction-to-artificial-intelligence-with-python\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3a31db71-de8f-45f1-ae65-11981ed9d680-b801bb328333.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"\u003cp\u003eThis course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, machine learning, large language models, and other topics in artificial intelligence as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn to use machine learning in Python in this introductory course on artificial intelligence.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003egraph search algorithms\u003c/li\u003e\\n\u003cli\u003eadversarial search\u003c/li\u003e\\n\u003cli\u003eknowledge representation\u003c/li\u003e\\n\u003cli\u003elogical inference\u003c/li\u003e\\n\u003cli\u003eprobability theory\u003c/li\u003e\\n\u003cli\u003eBayesian networks\u003c/li\u003e\\n\u003cli\u003eMarkov models\u003c/li\u003e\\n\u003cli\u003econstraint satisfaction\u003c/li\u003e\\n\u003cli\u003emachine learning\u003c/li\u003e\\n\u003cli\u003ereinforcement learning\u003c/li\u003e\\n\u003cli\u003eneural networks\u003c/li\u003e\\n\u003cli\u003enatural language processing\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.424Z\",\"created\":\"2025-04-07T19:36:28.684Z\",\"hash\":\"816ceaf0e0ba84bf525c4dd906c074557903ededd144860e85637f0954e1c384\",\"skills\":[\"Algorithms\",\"Artificial Intelligence\",\"Computer Science\",\"Handwriting Recognition\",\"Intelligent Systems\",\"Machine Learning\",\"Machine Translation\",\"Mathematical Optimization\",\"Medical Diagnosis\",\"Proofreading\",\"Python (Programming Language)\",\"Reinforcement Learning\",\"Search Algorithms\"],\"skillsData\":[{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Reinforcement Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Mathematical Optimization\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Search Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Intelligent Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Handwriting Recognition\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Proofreading\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Medical Diagnosis\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Machine Translation\",\"category\":\"Analysis\",\"subcategory\":\"Natural Language Processing (NLP)\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":30,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":74666,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+CS50AI+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"brian-yu\",\"david-j-malan\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":299,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1574908732,\"goLiveDate\":1580101200,\"modifiedDate\":1753372032},{\"id\":\"fd89e022-511e-4c97-8fae-caa806e4b132\",\"productUuid\":\"ef2fc3ac-b0bc-4004-bd30-d610832d0cdd\",\"objectID\":\"course-ef2fc3ac-b0bc-4004-bd30-d610832d0cdd\",\"productName\":\"Statistical Learning with R\",\"productSlug\":\"learn/statistics/stanford-university-statistical-learning\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ef2fc3ac-b0bc-4004-bd30-d610832d0cdd-b971c6b5f47b.png\",\"productType\":\"Course\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Stanford University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/f53a7458-c79b-4524-97cf-28241114230e-e47d44123c3b.png\",\"fullDescription\":\"$5e\",\"shortDescription\":\"\u003cp\u003eLearn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. \u003cem\u003eCourse material updated in 2021 for second edition of the course textbook.\u003c/em\u003e\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eOverview of statistical learning\u003c/li\u003e\\n\u003cli\u003eLinear regression\u003c/li\u003e\\n\u003cli\u003eClassification\u003c/li\u003e\\n\u003cli\u003eResampling methods\u003c/li\u003e\\n\u003cli\u003eLinear model selection and regularization\u003c/li\u003e\\n\u003cli\u003eMoving beyond linearity\u003c/li\u003e\\n\u003cli\u003eTree-based methods\u003c/li\u003e\\n\u003cli\u003eSupport vector machines\u003c/li\u003e\\n\u003cli\u003eDeep learning\u003c/li\u003e\\n\u003cli\u003eSurvival modeling\u003c/li\u003e\\n\u003cli\u003eUnsupervised learning\u003c/li\u003e\\n\u003cli\u003eMultiple testing\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"StanfordOnline\"],\"lastUpdated\":\"2026-06-02T13:55:40.355Z\",\"created\":\"2025-04-07T19:36:28.525Z\",\"hash\":\"f5c1cc061280e041d87b8f6f1b01e723f75334402bbc8ad050e500bf09881d8f\",\"skills\":[\"Artificial Neural Networks\",\"Boosting\",\"Bootstrap (Front-End Framework)\",\"Data Analysis\",\"Data Science\",\"Deep Learning\",\"K-Means Clustering\",\"Lasso (Programming Language)\",\"Lecturing\",\"Linear Discriminant Analysis\",\"Logistic Regression\",\"Polynomial Regression\",\"Principal Component Analysis\",\"Python (Programming Language)\",\"R (Programming Language)\",\"Random Forest Algorithm\",\"Statistical Learning Theory\",\"Statistical Modeling\",\"Statistics\",\"Supervised Learning\",\"Support Vector Machine\",\"Unsupervised Learning\"],\"skillsData\":[{\"skill\":\"Unsupervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Statistical Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Logistic Regression\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Boosting\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Supervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Lasso (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Support Vector Machine\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Principal Component Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Lecturing\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Linear Discriminant Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Polynomial Regression\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Random Forest Algorithm\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"K-Means Clustering\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Statistical Learning Theory\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Bootstrap (Front-End Framework)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":11,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1985,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:StanfordOnline+STATSX0001+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Stanford University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"robert-tibshirani\",\"trevor-hastie\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":189,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1574814876,\"goLiveDate\":1692687600,\"modifiedDate\":1731961244},{\"id\":\"d6b90b84-c944-4e2b-a507-6749e6a3b690\",\"productUuid\":\"a01716cf-27f7-4f6d-b6fb-88394a3523c1\",\"objectID\":\"course-a01716cf-27f7-4f6d-b6fb-88394a3523c1\",\"productName\":\"Graphic Design Essentials\",\"productSlug\":\"learn/graphic-design/lci-education-graphic-design-essentials\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a01716cf-27f7-4f6d-b6fb-88394a3523c1-bd4ca99a6788.png\",\"productType\":\"Course\",\"attributes\":[\"Art \u0026 Culture\",\"Communication\",\"Design\"],\"partnerName\":\"LCI Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/896c0232-66fb-4b55-8fc1-2c75ba76db4c-05c9ce243e9b.png\",\"fullDescription\":\"\u003cp\u003e\u003cspan lang=\\\"EN-CA\\\"\u003eThis \u003c/span\u003e\u003cspan lang=\\\"EN-CA\\\"\u003eonline \u003c/span\u003e\u003cspan lang=\\\"EN-CA\\\"\u003ecourse from LaSalle College Vancouver will introduce you\u003c/span\u003e to the basics of design, graphic and visual communication, image making, typography and the overall creative process, starting from the client mandate to the final presentations.\u003cspan lang=\\\"EN-CA\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003eUpon completion, \u003cspan lang=\\\"EN-CA\\\"\u003e you will be able to apply the rules of visual language and visual composition to create a meaningful visual design.\u003c/span\u003e\u003cspan lang=\\\"EN\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003eThis \u003cspan lang=\\\"EN\\\"\u003eshort \u003c/span\u003e\u003cspan lang=\\\"EN\\\"\u003ecourse is for anyone looking to build or switch towards a rewarding Graphic Design career. \u003c/span\u003e\u003cspan lang=\\\"EN-US\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003eLaSalle\u003cspan lang=\\\"EN-US\\\"\u003e College's graduates have been recognized by the Association of Registered Graphic Designers (RGD), a testament to the excellence we bring to the field of graphic arts.\u003c/span\u003e\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eAcquire the essential skills to become a working Graphic Designer from the basics of color theory to presenting a project to a client.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\\n\u003cp\u003e\u003cspan lang=\\\"EN-CA\\\"\u003eApply the rules of visual language and visual composition to create a meaningful visual design.\u003c/span\u003e\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003e\u003cspan lang=\\\"EN-CA\\\"\u003eUse visual language, understand composition, create presentations and communication plans, \u003c/span\u003einterpret and design a visual composition. \u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003e\u003cspan lang=\\\"EN-CA\\\"\u003eAnalyze a client mandate and develop \u003c/span\u003eideas\u003c/p\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LCIEducation\"],\"lastUpdated\":\"2026-06-02T13:55:39.257Z\",\"created\":\"2025-04-07T19:36:28.680Z\",\"hash\":\"8aa7b3e4a6efe75f4e85940c2507b933e9fce1187c0eefcc3a698cf2ce13f0ce\",\"skills\":[],\"skillsData\":[],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":2566,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:LCIEducation+120.1x+1T2024\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"LCI Education\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Portuguese - Brazil\",\"Russian\"],\"transcriptionLanguages\":[]},\"staff\":[\"alex-pelchat-white\",\"jessica-peng\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1698698544,\"goLiveDate\":1739163600,\"modifiedDate\":1744233837}],\"children\":\"$undefined\"}]\n"])</script><script>self.__next_f.push([1,"5f:I[17382,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n4e:[\"$\",\"$L19\",\"1\",{\"children\":[\"$\",\"$L5f\",null,{\"shortcode_name\":\"homepage-promo-cta-link\",\"url\":\"https://w"])</script><script>self.__next_f.push([1,"ww.edx.org/courses-and-programs-promo\",\"label\":\"Learn more\",\"type\":\"brand\",\"children\":[],\"html_id\":\"promo-CTA\",\"location\":\"promo-asset\",\"className\":\"\",\"elementType\":\"ENTRY\",\"element_type\":\"ENTRY\"}]}]\n50:[\"$\",\"$L19\",\"1\",{\"children\":[\"$\",\"$L5f\",null,{\"shortcode_name\":\"homepage-promo-cta-link\",\"url\":\"https://www.edx.org/executive-education-promo\",\"label\":\"Learn more\",\"type\":\"brand\",\"children\":[],\"html_id\":\"promo-CTA\",\"location\":\"promo-asset\",\"className\":\"\",\"elementType\":\"ENTRY\",\"element_type\":\"ENTRY\"}]}]\n"])</script><script>self.__next_f.push([1,"54:[\"$\",\"$L19\",\".$2\",{\"children\":[\"$\",\"$L5f\",null,{\"shortcode_name\":\"homepage-enterprise-cta-link\",\"url\":\"https://business.edx.org/\",\"label\":\"Discover enterprise solutions\",\"type\":\"brand\",\"children\":[],\"html_id\":\"discover-enterprise-CTA\",\"location\":\"enterprise-solutions-asset\",\"className\":\"\",\"elementType\":\"BUTTON\",\"element_type\":\"BUTTON\"}]}]\n"])</script><script>self.__next_f.push([1,"60:I[47128,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n61:T69b,\u003cp\u003eDo you know what artificial intelligence (AI) means for your organization? It isn’t about robot"])</script><script>self.__next_f.push([1,"s taking jobs or replacing your workforce. AI is simply the process of programming a computer to make decisions for itself, which can make your business operations more efficient. Need a strategy to effectively implement AI technologies into your company? Then this artificial intelligence program is the one for you. The Artificial Intelligence: Implications for Business Strategy online short course from the MIT Sloan School of Management and the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) will show you how to capitalize on the value automation offers. It explores the potential of robotics, natural language processing, and machine learning (ML), and equips you with the knowledge and confidence to include them in your business strategy. Most importantly, this course will guide the creation of a road map for the implementation of AI and ML in your organization and provide you with the skills to drive innovation forward.\u003c/p\u003e\n\u003cp\u003eThis AI course looks at the organizational and managerial implications of the technologies. It’s aimed at managers, executives, and business leaders rather than those in tech or IT roles. So, you don’t need to be a software engineer or data scientist to keep up with the content. On this program, you’ll learn how AI and ML can be applied in the workplace to augment current operations. It’s about developing strategic decision-making skills about the use of these technologies in your business, analyzing their potential impact, and building the language to articulate your insights with your teams and organization.\u003c/p\u003e62:T4ed,Global business and commerce increasingly rely on artificial intelligence \r\n(AI) and machine learning to help identify trends and patterns, predict \r\noutcomes, enhance efficiency, and discover client and user insights. \r\nAccording to a report by Zion Market Research, the global machine learning \r\nmarket is projected to grow from $1.58 billion to nearly $21 billion \r\nbetween 2017 and 2024 — a compound annual growth rate of 44%.\r\n\r\nThe implicati"])</script><script>self.__next_f.push([1,"ons of AI are broad, and the potential is limitless — spanning \r\nalmost every industry and yielding high-demand, high-paying career \r\nopportunities. In fact, one of the few things holding many businesses back \r\nfrom implementing machine learning solutions is difficulty finding skilled \r\ntalent to run them.\r\n\r\nAt Maryville, we offer a 100% online, project-based artificial intelligence certificate designed to help you thrive in this field. If you want to build your \r\nfundamentals in AI and machine learning without committing to a full \r\nbachelor’s degree, this certificate can help you develop a foundational understanding of AI techniques and technologies such \r\nas Python and AWS. When you earn your AI certificate, you can prepare to take advantage of \r\nthe many opportunities this field has to offer.63:T7c3,\u003cp\u003eArtificial intelligence (AI) is already having a major impact across the economy, coursing in short order across the global business environment. To truly understand the potential it holds, you first need to understand how the technology works. The Oxford Artificial Intelligence Programme aims to provide you with a sound framework of this technology: from its history, functionality, and capability, as well as its inherent ethical challenges. Over the course of six short weeks online you’ll develop an informed opinion about AI's applications with insights from University of Oxford faculty. Reflect on the implications and opportunities of AI, and build a business case for its implementation within your unique organizational context. \u003c/p\u003e\n\u003cp\u003eThis programme is designed for managers and business leaders across multiple functions and industries looking to understand the workings and possibilities of AI. It’s also applicable for technical working professionals such as CIOs, IT managers, and business analysts who want to better understand how artificial intelligence can be implemented within their organizations. \u003c/p\u003e\n\u003cp\u003eYou’ll get the opportunity to learn about artificial intelligence online, and develop a f"])</script><script>self.__next_f.push([1,"oundational understanding of how it works. However, as this is a non-technical programme, you will not be required to code. \u003c/p\u003e\n\u003cp\u003eTransform your strategic vision into reality with the \u003ca href=\"https://www.edx.org/executive-education/oxford-ai-driven-business-transformation-executive-programme\"\u003eOxford AI-Driven Business Transformation Executive Programme\u003c/a\u003e — an ideal cohort learning experience for ambitious leaders. This powerhouse programme bundles three flagship Oxford Saïd programmes: Artificial Intelligence, Strategic Innovation and Executive Strategy. As part of this cohort, you'll gain the knowledge and confidence to make informed decisions at the critical intersection of artificial intelligence, innovation, and strategic leadership.\u003c/p\u003e64:T485,There’s a mantra across computer science fields that today every company is \r\na technology company. As tech becomes increasingly integrated into our \r\nlives, companies across more industries will rely on software developers to \r\nbuild sleek, intuitive platforms and programs to support our digital-first \r\nsociety.\r\n\r\nIf you want to help shape society’s future, your 100% online certificate in software development can help you get started in a lucrative, high-value career. Our \r\ncertificate introduces key concepts and fundamentals in software \r\ndevelopment. The program is project-based and informed by real-world \r\nchallenges, issues, and opportunities in the field, so you can learn \r\ncareer-oriented skills you can apply in your work the next day. You’ll also \r\nget the opportunity to work with Amazon Web Services, a high-tech online resource from Amazon that offers industry-relevant \r\napplication development interfaces and cloud-computing platforms.\r\n\r\nOur increasingly digital world needs brave leaders to help build it. With \r\nyour online software development certificate, you can be one of them — and \r\npursue a career with real impact.65:T839,"])</script><script>self.__next_f.push([1,"\u003cp\u003eCyberattacks and threats are no longer a case of if, but rather when. Cybercriminals can use phishing emails to gain passwords and credit card details, install malware that disrupts or destroys a computer network, or even use ransomware to hold information hostage. What can you do to protect your business? The Cybersecurity: Managing Risk in the Information Age online short course from Harvard’s Office of the Vice Provost for Advances in Learning (VPAL), in association with HarvardX, offers an in-depth exploration of this complex landscape. This course will help you grow your ability to guard the integrity and confidentiality of your company’s digital information. You’ll learn how to identify and manage operational, litigation, and reputational risk. As you progress through the program, you’ll gain the tools and confidence to conduct vulnerability assessments and locate weaknesses within your organization’s networks, systems, and data, and develop strategies for responding to a cyberattack.Cybersecurity isn’t an IT or tech department responsibility, it’s an organization-wide imperative. That’s why this cybersecurity course is aimed at business leaders and executives, as well as specialists in web security, security administration, or information security roles. In fact, it’s for any professional who wants to understand the full implications of a cyber breach, and have the skills to communicate this to their company and stakeholders. The C-suite or senior management team will learn how to lead their organization in a time of rapidly increasing cyber risk. These leaders will also gain insight into setting an appropriate budget that allows the experts to prepare for and mitigate cyberattacks. This program is also suitably in-depth for cybersecurity professionals – risk analysts, technology specialists, and information security professionals. It unpacks the most common types of cyberattacks, provides strategies for protecting an organization from a threat and its associated risks, and will help professionals develop and lead a cybersecurity plan.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"66:Taac,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAs the world becomes more data driven, future-focused professionals need to develop the quantitative skills to inform corporate decision-making and managerial strategy. Guided by experts from the London School of Economics and Political Science (LSE), this online certificate course empowers you with the knowledge and practical tools to understand, interpret, and communicate data relevant to your role and organisation. \u003c/p\u003e\n\u003cp\u003eDevelop an understanding of how data-driven models can improve your ability to make decisions in a fast-paced world. Over the course of eight weeks, you’ll participate in a capstone project and apply the techniques and concepts covered to extract business insights from a real data set. You’ll also gain experience using Tableau – a leading business intelligence and data analytics software – to visualize and report on insights extracted from data sets.  \u003c/p\u003e\n\u003cp\u003eThis LSE course will equip managers and analysts in a variety of industries with the skills to make data-driven decisions. Marketing and sales analysts will gain the ability to extract and interpret key business insights for competitive advantage. Similarly, finance, HR, and business analysts will develop data analysis skills that can be directly applied in their role and organisation. There are no formal prerequisites for this course, but some numerical literacy is advantageous, as well as a basic working knowledge of Microsoft Excel. You’ll be granted a student license to download and use Tableau free of charge, for the duration of the course.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eThe content of this course also forms part of the 16-week online\u003ca href=\"https://www.edx.org/executive-education/lse-data-driven-management-executive-programme\"\u003eLSE Data-Driven Management: Analysis, Visualisation, and Storytelling Executive Programme\u003c/a\u003e, a powerful offering from LSE that combines visualisation and data analysis with business management acumen.\u003c/em\u003e\u003cbr /\u003e\n__\u003c/p\u003e\n\u003cp\u003e\u003cimg src='https://lh7-rt.googleusercontent.com/docsz/AD_4nXdFJ92h9_Tqq_Fyb-xo1f-H5dwRvbJ9vrBbBESQWbJzvZO9_YJrNjYXqCWoFfvR8q61o2YQIDSef_DkXUJsKGKriQq4xLnyQy44iWalmHhuQqyur-nclToluGv0hCxzXMqEuy9gRQ?key=soh3Wm7bwYjJDHysbRJaHm_f' width='195' height='178' /\u003eThis Data Analysis for Management course is certified by the United Kingdom CPD Certification Service, and may be applicable to individuals who are members of, or are associated with, UK-based professional bodies. The course has an estimated 70 hours of learning.\u003c/p\u003e\n\u003cp\u003eNote: should you wish to claim CPD activity, the onus is on you. The London School of Economics and Political Science (LSE) and GetSmarter accept no responsibility, and cannot be held responsible, for the claiming or validation of hours or points.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"67:T5be,\u003cp\u003eThe first in our \u003ca href=\"https://www.edx.org/professional-certificate/harvardx-data-science\" title=\"Harvard's Professional Certificate Program in Data Science\"\u003eProfessional Certificate Program in Data Science\u003c/a\u003e, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific problem, so you'll use a real-world dataset about crime in the United States. You will learn the R skills needed to answer essential questions about differences in crime across the different states. \u003c/p\u003e\n\u003cp\u003eWe'll cover R's functions and data types, then tackle how to operate on vectors and when to use advanced functions like sorting. You'll learn how to apply general programming features like \"if-else,\" and \"for loop\" commands, and how to wrangle, analyze and visualize data. \u003c/p\u003e\n\u003cp\u003eRather than covering every R skill you might need, you'll build a strong foundation to prepare you for the more in-depth courses later in the series, where we cover concepts like probability, inference, regression, and machine learning. We help you develop a skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, version control with git and GitHub, and reproducible document preparation with RStudio. \u003c/p\u003e\n\u003cp\u003eThe demand for skilled data science practitioners is rapidly growing, and this series prepares you to tackle real-world data analysis challenges.\u003c/p\u003e68:T51a,\u003cp\u003eIn the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large dataset, would you be able to find the answers you seek?\u003c/p\u003e\n\u003cp\u003eThis course, part of the Data Science MicroMasters program, will introduce you to a collection of powerful, open-source, tools needed to analyze data and to conduct data science. Specifically, you'll learn how to use:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003epython\u003c/li\u003e\n\u003cli\u003ejupyter notebooks\u003c/li\u003e\n\u003cli\u003epandas\u003c/li\u003e\n\u003cli\u003enumpy\u003c"])</script><script>self.__next_f.push([1,"/li\u003e\n\u003cli\u003ematplotlib\u003c/li\u003e\n\u003cli\u003egit\u003c/li\u003e\n\u003cli\u003eand many other tools.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eYou will learn these tools all within the context of solving compelling data science problems.\u003c/p\u003e\n\u003cp\u003eAfter completing this course, you'll be able to find answers within large datasets by using python tools to import data, explore it, analyze it, learn from it, visualize it, and ultimately generate easily sharable reports.\u003c/p\u003e\n\u003cp\u003eBy learning these skills, you'll also become a member of a world-wide community which seeks to build data science tools, explore public datasets, and discuss evidence-based findings. Last but not least, this course will provide you with the foundation you need to succeed in later courses in the Data Science MicroMasters program.\u003c/p\u003e69:T682,\u003cp\u003eThe skills and expertise required for a career in finance are in high demand across countless industries. From asset management, to corporations, to official institutions, the career opportunities for qualified finance professionals continue to grow and evolve. For example, demand for financial analysts is predicted to grow at a faster than average rate of 11% through 2026 (\u003ca href=\"https://www.thebalancecareers.com/top-jobs-for-finance-majors-2064048\"\u003eSource\u003c/a\u003e). And according to Glassdoor, the median salary of a quantitative financial analyst was $106,575. (\u003ca href=\"https://www.wallstreetmojo.com/quantitative-financial-analyst/\"\u003eSource\u003c/a\u003e)\u003c/p\u003e\r\n\r\n\u003cp\u003eThe MITx MicroMasters® Program in Finance offers recent graduates, early to mid-stage professionals, and other individuals interested in pursuing a career in finance, an opportunity to advance in the finance field or fast-track an MIT Sloan Master of Finance through a rigorous, comprehensive online curriculum, delivered by the world-renowned MIT Sloan School of Management.\u003c/p\u003e \r\n\r\n\u003cp\u003eDrawn from the STEM-based curriculum taught on campus, all five online courses in this program mirror on-campus graduate-level MIT coursework and cover the following topics: modern finance, financial accounting, mathematical methods for quanti"])</script><script>self.__next_f.push([1,"tative finance, and derivatives markets. Learners who complete and pass each course in this online program may earn a MicroMasters program certificate in finance, and are considered affiliate members of the MIT Alumni Association. Those learners are eligible to apply to the MIT Sloan Master of Finance and upon acceptance, earn credit for the work performed online.\u003c/p\u003e6a:T965,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cstrong\u003eDuration\u003c/strong\u003e : 6 months (Including orientation and 2 week-long breaks) \u003c/p\u003e\n\u003cp\u003eTo excel in today's fast-paced and complex business environment, executives require comprehensive and strategic skills that will enable them to advance their careers and drive their organisation toward success.\u003c/p\u003e\n\u003cp\u003eThe Oxford Strategic Management Executive Programme equips you with the knowledge and tools necessary to enhance your management capabilities and become an effective leader. This programme integrates content from three leading online Oxford programmes, offering you core leadership, strategy, and finance skills to give your company a competitive advantage. Participants will learn from the experiences of more than 60 guest experts. This learning journey will teach you how to manage teams more effectively, make informed financial decisions, and achieve strategic objectives that benefit the entire organisation.\u003c/p\u003e\n\u003cp\u003eIf you want to drive business success and become an impactful leader, this programme is for you. This programme provides a unique opportunity for leaders, senior executives, and managers to improve their skills and significantly impact their roles. Participants will learn to navigate the latest organisational challenges and develop effective strategies to capitalise on new business opportunities. In addition to gaining comprehensive and transformative knowledge, attendees will build a valuable professional network to help them achieve their career goals. This programme is suitable for anyone seeking to enhance their professional impact and advance their career.\u003c/p\u003e\n\u003cp\u003e\u003cimg src='https://www.getsmarter.com/rails/active_storage/blobs/eyJfcmFpbHMiOnsibWVzc2FnZSI6IkJBaHBBaVVkIiwiZXhwIjpudWxsLCJwdXIiOiJibG9iX2lkIn19--8aaf76a82ec7e251dda46a2adcef900e315d81b3/cpd_accreditation_logo.png' width='213' height='194' /\u003e\u003c/p\u003e\n\u003cp\u003eThis Oxford Strategic Management Executive Programme is certified by the United Kingdom CPD Certification Service, and may be applicable to individuals who are members of, or are associated with, UK-based professional bodies. The course has an estimated 54 hours of learning.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eNote: should you wish to claim CPD activity, the onus is on you. The London School of Economics and Political Science (LSE) and GetSmarter accept no responsibility, and cannot be held responsible, for the claiming or validation of hours or points.\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"6b:T559,\u003cp\u003eOur online MBA program was created for you.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe business world needs bold and visionary leaders. That’s why Maryville University created the online Master of Business Administration — a faster, more convenient, and affordable way to earn an MBA.\u003c/p\u003e\r\n\r\n\u003cp\u003eIn as little as 12 months, you can get the online MBA degree you need to qualify for top-level leadership roles in any organization, in virtually any field. When you enroll in the St. Louis, Missouri-based online MBA program at Maryville, you will enjoy the same high-quality education as our on-campus students. You’ll take the same rigorous courses rooted in reality and research, and you’ll learn from the same expert faculty who are passionate about helping you advance in your career. Plus you’ll have the flexibility to complete your coursework from anywhere in the U.S.\u003c/p\u003e\r\n\r\n\u003cp\u003eWhat’s more, you’ll have the ability to customize your online MBA degree with a choice of 12 concentrations in some of today’s hottest fields.\u003c/p\u003e\r\n\r\n\u003cp\u003eSee for yourself. Everything about our online MBA program is designed to help you redefine your role in today’s business world. If you are ready to take the next brave step toward fulfilling your potential as a capable and confident business leader — on your own time, on your terms — then \r\nMaryville University is open for business.\u003c/p\u003e6c:T443,\u003cp\u003eToday, businesses, consumers, and societies leave behind massive amounts of data as a by-product of their activities. Leading-edge companies in every industry are using analytics to replace intuition and guesswork in their decision-making. As a result, managers are collecting and analyzing enormous data sets to discover new patterns and insights and running controlled experiments to test hypotheses. \u003c/p\u003e\n\u003cp\u003eThis course prepares students to understand business analytics and become leaders in these areas in business organizations. This course teaches the scientific process of transforming data into insights for making better business decisions. It covers"])</script><script>self.__next_f.push([1," the methodologies, issues, and challenges related to analyzing business data. It will illustrate the processes of analytics by allowing students to apply business analytics algorithms and methodologies to business problems. The use of examples places business analytics techniques in context and teaches students how to avoid the common pitfalls, emphasizing the importance of applying proper business analytics techniques.\u003c/p\u003e6d:T65f,\u003cp\u003eWhile an MBA trains you to see the business world differently, financial expertise and business acumen, although vital, are not enough to influence your organization’s leadership. These core skills must be paired with strong leadership techniques and an understanding of your strategic environment to be truly effective. \u003c/p\u003e\n\u003cp\u003eThe MBA Essentials online certificate course from the London School of Economics and Political Science (LSE) is designed to help you understand your strategic environment, master financial details, and drive business success by influencing colleagues and consumers. You’ll be equipped with an essential MBA toolkit as you navigate the contemporary business environment, guided by esteemed LSE faculty.\u003c/p\u003e\n\u003cp\u003eThe LSE MBA Essentials online certificate course arms you with hard and soft business skills to maximize your competitive advantage and lead with influence.\u003c/p\u003e\n\u003cp\u003eThis course is ideal for any professional interested in improving their MBA skills in order to be successful in business. Managers, entrepreneurs, and specialists, including consultants and analysts, will benefit from the interactive, guided approach to learning and the opportunity to grow their global network online. The focus on the mechanics of leadership, influence, and strategy, combined with technical business and finance skills, provides a comprehensive learning experience for professionals in a range of roles and industries. The ability to apply MBA-derived skills to current and future roles will benefit those pursuing career growth, as well as those interested in undertaking a full MBA"])</script><script>self.__next_f.push([1," in the future.\u003c/p\u003e6e:T8da,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe ultimate purpose of any healthcare system is to provide high-quality patient care and promote population health and wellness. These intricate systems rely on a resilient network of medical workforces and caregivers. But in today’s increasingly volatile, uncertain, complex, and ambiguous (VUCA) world, rigid traditional leadership methods that hinge on hierarchical structures are no longer going to cut it. Mindful, self-reflective, and adaptive approaches to leading teams are imperative to supporting those who shoulder society’s critical medical functions.\u003c/p\u003e\n\u003cp\u003eDiscover what makes an outstanding leader in the healthcare sector – and develop a practical toolkit to become one – in the Healthcare Leadership online program from the Rotman School of Management at University of Toronto with faculty from the Institute of Health Policy, Management and Evaluation at the Dalla Lana School of Public Health.\u003c/p\u003e\n\u003cp\u003eOver six weeks online, you’ll gain a deeper understanding of how emotional intelligence can translate into leadership performance and organizational change. You’ll improve your ability to lead with impact and influence, while encouraging high-functioning teams in a stressful and complex environment. You’ll leave the program with your own leadership development action plan based on your current context to ensure your growth isn’t temporary, but an important part of your ongoing professional journey.\u003c/p\u003e\n\u003cp\u003eWith a focus on frameworks designed to enhance leadership performance in the dynamic medical and clinical industries, this program will prove useful to current and future healthcare professionals. If you’re a general practitioner, physician, nurse, surgeon, or allied health professional, this program will provide you with a practical, strategic toolkit. If you’re a non-medical professional facing new challenges and volatility in the healthcare space, the program’s content will equip you with the skills and insights to respond to such change while developing your unique leadership style. The competencies gained in this program – including change leadership, collaboration, self-awareness, team leadership, and innovative thinking – are broadly applicable to all leadership levels in healthcare.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"6f:T6d6,\u003cp\u003eHow can understanding the brain help us better understand ourselves and the world around us? The field of neuroscience explores the complex workings of animal nervous systems and has relevance in industries as diverse as research, health care, education, and business. \u003c/p\u003e \r\n\r\n\u003cp\u003eWhether you are pursuing a degree or career in neuroscience or medicine or looking to learn how the brain works to better understand learning and decision-making, in Harvard’s MicroBachelors Program in Introduction to Neuroscience you will earn college credit while learning foundational concepts and gaining valuable scientific insights.\u003c/p\u003e\r\n\r\n\u003cp\u003eTaught by Harvard University faculty David Cox, learners in this MicroBachelors Program will receive a comprehensive introduction to key neuroscience concepts and explore the structure and function of the human nervous system. You will build your understanding of neuroscience step by step, studying the electrical properties of individual neurons, examining how neurons pass signals to one another, and observing how complex dynamics result from just a few neurons. You’ll explore sensation, perception, and the functions of different regions of the brain. As you proceed through the program, you will develop problem-solving skills and apply your knowledge to interpret data and evaluate medical scenarios. You will also hear from industry experts to understand how scientists pursue new knowledge in the field.\u003c/p\u003e\r\n\r\n\u003cp\u003eNeuroscience is fundamental to understanding how we perceive the world, process information, and respond to our environment. By the end of this MicroBachelors Program, you will have a strong foundational knowledge of core neurobiology concepts from the cellular to the systemic levels.\u003c/p\u003e70:T9c8,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cem\u003eRead fully to understand the verified-certificate option\u003c/em\u003e. Join Professor Eric Lander and the MITx Biology team in an exciting learning experience available \u003cstrong\u003efor free to all enrolled learners\u003c/strong\u003e. The 7.00x Introductory Biology course materials are available for exploration and completion by registering as an auditor or verified-track learner, including videos, test yourself questions, and interactive problem sets. We strongly encourage you to work through the activities, towards a goal of learning biology. We have optimized the course settings for learning: instant correctness feedback after trying formative assessment problems and all content available at all times for self-paced progress. We offer a thorough and robust means of certifying learners in their mastery of the MITx introductory biology content, through the MITx 7.00x Introduction to Biology Competency Exam. This challenging option is available \u003cstrong\u003eonly\u003c/strong\u003e to those who register for the verified-certificate track, and successful completion of this exam is the major assessment that counts toward a certificate. We recommend preparing for the Competency Exam certification using current course materials and MIT OpenCourseWare problems. The Competency Exam is offered during the last week of every course run.\u003c/p\u003e\n\u003cp\u003e7.00x is an introductory level biology course hosted by professor Eric Lander, who was one of the leaders of the Human Genome Project. The course content reflects the topics taught in the MIT introductory biology courses and many biology courses across the world. As a learner, you will first focus on the structure and function of macromolecules such as DNA, RNA and proteins. You will discover how changes in the structure of some of these macromolecules alter their functions and what the implications of such changes have on human health. As you continue in the course, you will apply an understanding of heredity and information flow within cells to human health and disease and will learn about molecular biological techniques and their potential to impact our changing world. After you complete this course, you will have a foundation in biology that will allow you to understand the remarkable medical revolution going on today.\u003c/p\u003e\n\u003cp\u003eMITx 7.00x: Introduction to Biology – The Secret of Life will let you explore the mysteries of biochemistry, genetics, molecular biology, recombinant DNA technology and genomics, and rational medicine. Good luck in your journey!\u003c/p\u003e"])</script><script>self.__next_f.push([1,"71:T5ce,\u003cp\u003eEveryone strives to be high performing individuals. But how do you achieve more success and sustain it over time? Often, the key to unlocking higher peaks of excellence lies within your own approach to your well-being. \u003c/p\u003e\n\u003cp\u003eThe Psychology for High Performance online micro course from Stanford Medicine equips you with practical tools to maximize your potential at work and beyond. Based on fundamental psychological principles, you'll unpack actionable strategies to optimize performance and gain self-awareness. You'll not only be provided with the theory to enhance your performance, but also be challenged to apply this theory through reflective and practical methods. Ultimately, you’ll examine the importance of exercise, nutrition, and sleep on physical and psychological well-being, and learn to build durable and effective habits.\u003c/p\u003e\n\u003cp\u003eThis course is suited to individuals who are invested in their personal well-being, and looking for additional tools to thrive personally and professionally. It’s applicable to working professionals in a multitude of roles and industries, and offers both practical and theoretical opportunities to better understand one’s own actions, thoughts, and behaviors. These roles could include healthcare professionals and those in sports or wellness fields, but equally office professionals, technical specialists, aspiring managers and executives will benefit from the ability to unlock performance that this micro course offers.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"4f:[\"$\",\"$L60\",\"9\",{\"categories\":[{\"label\":\"Artificial Intelligence\",\"uuids\":[\"32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"b8e179a1-7c67-489a-b089-40e97f06402a\",\"08f225ab-3a08-4637-b754-52cf47896682\",\"3a31db71-de8f-45f1-ae65-11981ed9d680\",\"a69081ed-907a-4755-8779-b1fa7b1e10b2\"],\"cta\":{\"label\":\"Explore more AI courses\",\"url\":\"/learn/artificial-intelligence\"},\"products\":[{\"id\":\"59479f7f-e6f4-46bd-865a-e0b9b1870c86\",\"productUuid\":\"32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"objectID\":\"course-32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"productName\":\"Artificial Intelligence: Implications for Business Strategy\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-artificial-intelligence-implications-for-business-strategy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/32ab61e5-44b4-4316-ad59-9f04fc876e0a-ca9dafdad16e.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/32ab61e5-44b4-4316-ad59-9f04fc876e0a-5f0dd1a06ae8.png\",\"fullDescription\":\"$61\",\"shortDescription\":\"\u003cp\u003eDevelop a road map to integrate AI into your organization\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:The ability to harness key AI management and leadership insights to support informed, strategic decision making. A practical and relevant grounding in AI and its business applications, elevating your expertise and helping you to transform your organization into a business of the future. A contemporary road map for the strategic implementation of AI technologies in a business context. A critical understanding of generative AI, its functions, applications, and limitations in different industries, along with insights and strategies for using it to create value.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.053Z\",\"created\":\"2025-04-07T19:36:28.615Z\",\"hash\":\"22e9f1dd2115677587e94038e5d10df6eaf29dbef6d1f50a5e755b0451e142e9\",\"skills\":[\"Artificial Intelligence\",\"Automation\",\"Business Operations\",\"Business Strategies\",\"Computer Science\",\"Data Science\",\"Innovation\",\"Leadership\",\"Machine Learning\",\"Management\",\"Natural Language Processing\",\"Operations\",\"Robotics\",\"Software Engineering\",\"Strategic Decision Making\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Robotics\",\"category\":\"Engineering\",\"subcategory\":\"Robotics\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Software Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Natural Language Processing\",\"category\":\"Analysis\",\"subcategory\":\"Natural Language Processing (NLP)\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Business Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Strategic Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Automation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Automation\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1034,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+AI+1T2022b\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/32ab61e5-44b4-4316-ad59-9f04fc876e0a-5f0dd1a06ae8.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-artificial-intelligence-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_aritifical-intelligence\",\"category_strategy\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220432,\"goLiveDate\":1780272000,\"modifiedDate\":1780395303},{\"id\":\"a3a2e8b7-bace-4af1-b24a-8b275e398267\",\"productUuid\":\"b8e179a1-7c67-489a-b089-40e97f06402a\",\"objectID\":\"program-b8e179a1-7c67-489a-b089-40e97f06402a\",\"productName\":\"Undergraduate Certificate in Artificial Intelligence\",\"productSlug\":\"certificate/maryville-university-undergraduate-certificate-in-artificial-intelligence\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b8e179a1-7c67-489a-b089-40e97f06402a-e98acdc8d7e5.jpg\",\"productType\":\"Certificate\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$62\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.299Z\",\"created\":\"2025-04-07T19:36:28.813Z\",\"hash\":\"84aff53eedb85ed6c4bcf49463ed9da6e11d0e0ec2b7af0994a4bcccbdb7bce3\",\"skills\":[\"Amazon Web Services\",\"Artificial Intelligence\",\"Machine Learning\",\"Market Research\",\"Python (Programming Language)\"],\"skillsData\":[{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Amazon Web Services\",\"category\":\"Information Technology\",\"subcategory\":\"Web Services\"},{\"skill\":\"Market Research\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-certificates/artificial-intelligence/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Certificate in Artificial Intelligence online\",\"subheading\":\"Whether you’re transitioning careers or deepening your knowledge in topics like AI, machine learning (ML), and Python, you can earn an official Maryville University Certificate in Artificial Intelligence in as few as six courses. With this 100% online program, you’ll gain the high-demand skills to guide your career path forward.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Gain real-world, job-relevant experience\",\"description\":\"Maryville’s project-based curriculum is centered around hands-on learning that reflects emerging trends and technologies needed in nearly every industry.\"},{\"header\":\"Pursue a variety of careers\",\"description\":\"AI skills are in-demand across a range of roles, including developer/specialist/engineer, bioinformatician, database architect/engineer, data visualization developer, Python developer, robotics engineer, and more.\"},{\"header\":\"Prepare to continue your education\",\"description\":\"Apply for credit coursework (up to 18 hours) toward your online Bachelor of Science in Computer Science degree from Maryville University.\"}],\"introduction\":\"The online Certificate in Artificial Intelligence from Maryville University is designed to prepare you to pursue a career in AI development, intelligence, or data engineering. This 100% online program teaches you how to work with applications such as Python, R, MySQL, Spark, and Amazon Web Services. \"},\"excludedFromSearch\":false},\"productCreated\":1698247783,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"ee023f11-6264-4c35-9c35-ef43224160f7\",\"productUuid\":\"3a31db71-de8f-45f1-ae65-11981ed9d680\",\"objectID\":\"course-3a31db71-de8f-45f1-ae65-11981ed9d680\",\"productName\":\"CS50's Introduction to Artificial Intelligence with Python\",\"productSlug\":\"learn/artificial-intelligence/harvard-university-cs50-s-introduction-to-artificial-intelligence-with-python\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3a31db71-de8f-45f1-ae65-11981ed9d680-b801bb328333.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"\u003cp\u003eThis course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, machine learning, large language models, and other topics in artificial intelligence as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn to use machine learning in Python in this introductory course on artificial intelligence.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003egraph search algorithms\u003c/li\u003e\\n\u003cli\u003eadversarial search\u003c/li\u003e\\n\u003cli\u003eknowledge representation\u003c/li\u003e\\n\u003cli\u003elogical inference\u003c/li\u003e\\n\u003cli\u003eprobability theory\u003c/li\u003e\\n\u003cli\u003eBayesian networks\u003c/li\u003e\\n\u003cli\u003eMarkov models\u003c/li\u003e\\n\u003cli\u003econstraint satisfaction\u003c/li\u003e\\n\u003cli\u003emachine learning\u003c/li\u003e\\n\u003cli\u003ereinforcement learning\u003c/li\u003e\\n\u003cli\u003eneural networks\u003c/li\u003e\\n\u003cli\u003enatural language processing\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.424Z\",\"created\":\"2025-04-07T19:36:28.684Z\",\"hash\":\"816ceaf0e0ba84bf525c4dd906c074557903ededd144860e85637f0954e1c384\",\"skills\":[\"Algorithms\",\"Artificial Intelligence\",\"Computer Science\",\"Handwriting Recognition\",\"Intelligent Systems\",\"Machine Learning\",\"Machine Translation\",\"Mathematical Optimization\",\"Medical Diagnosis\",\"Proofreading\",\"Python (Programming Language)\",\"Reinforcement Learning\",\"Search Algorithms\"],\"skillsData\":[{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Reinforcement Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Mathematical Optimization\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Search Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Intelligent Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Handwriting Recognition\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Proofreading\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Medical Diagnosis\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Machine Translation\",\"category\":\"Analysis\",\"subcategory\":\"Natural Language Processing (NLP)\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":30,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":74666,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+CS50AI+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"brian-yu\",\"david-j-malan\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":299,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1574908732,\"goLiveDate\":1580101200,\"modifiedDate\":1753372032},{\"id\":\"bfba48ad-c9d1-4fc7-8815-751f88b8764f\",\"productUuid\":\"a69081ed-907a-4755-8779-b1fa7b1e10b2\",\"objectID\":\"course-a69081ed-907a-4755-8779-b1fa7b1e10b2\",\"productName\":\"Artificial Intelligence Programme\",\"productSlug\":\"executive-education/university-of-oxford-artificial-intelligence-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a69081ed-907a-4755-8779-b1fa7b1e10b2-bdc45b8d4ca7.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a69081ed-907a-4755-8779-b1fa7b1e10b2-6005e4f40a4e.png\",\"fullDescription\":\"$63\",\"shortDescription\":\"\u003cp\u003eExplore the practical applications of AI, within your organization and society.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:The ability to assess the implications and possibilities of AI (including generative AI) in your industry, and build a business case for its implementation. A robust framework to critically examine the social and ethical implications of AI. A conceptual understanding of machine learning, deep learning, neural networks, and algorithms. Guidance from leading experts and University of Oxford faculty based on their groundbreaking research into the cross-industry applications of AI. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.057Z\",\"created\":\"2025-04-07T19:36:28.539Z\",\"hash\":\"ec8fd2c9ef338140982a749747808928508242873575a4aa0d13b1cadfc9f469\",\"skills\":[\"Applications Of Artificial Intelligence\",\"Artificial Intelligence\",\"Blobs\",\"Business Case\",\"Business Transformation\",\"Innovation\",\"Ruby On Rails\",\"Strategic Planning\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Business Case\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Strategic Planning\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Applications Of Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Business Transformation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":181,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+ARI+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a69081ed-907a-4755-8779-b1fa7b1e10b2-6005e4f40a4e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-artificial-intelligence-programme-pr/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_aritifical-intelligence\",\"category_data-science\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711017,\"goLiveDate\":1780358400,\"modifiedDate\":1780394615}]},{\"label\":\"Computer Science\",\"uuids\":[\"6ea59edc-ba29-479e-9177-7d7a04117162\",\"83d8b90b-40d5-443c-99fd-6ea813c19538\",\"e540320a-f125-4021-8f1c-9cbc84c96d87\"],\"cta\":{\"label\":\"Explore more Computer Science courses\",\"url\":\"/learn/computer-programming\"},\"products\":[{\"id\":\"b28d5188-fd3a-4212-ae5c-ec71ab16939c\",\"productUuid\":\"6ea59edc-ba29-479e-9177-7d7a04117162\",\"objectID\":\"program-6ea59edc-ba29-479e-9177-7d7a04117162\",\"productName\":\"Undergraduate Certificate in Software Development\",\"productSlug\":\"certificate/maryville-university-undergraduate-certificate-in-software-development\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/6ea59edc-ba29-479e-9177-7d7a04117162-3d400891e429.jpg\",\"productType\":\"Certificate\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$64\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.530Z\",\"created\":\"2025-04-07T19:36:28.796Z\",\"hash\":\"f3bdfc1cdd4867460ed6bc87bf4c1597b6e7ddac17302d7e68c78161094ccb3b\",\"skills\":[\"Amazon Web Services\",\"Application Development\",\"Cloud Computing\",\"Computer Science\",\"Software Development\"],\"skillsData\":[{\"skill\":\"Amazon Web Services\",\"category\":\"Information Technology\",\"subcategory\":\"Web Services\"},{\"skill\":\"Cloud Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Application Development\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Software Development\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-certificates/software-development/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Certificate in Software Development online\",\"subheading\":\"Gain real-world skills in programming languages, web application development, DevOps, Amazon Web Services (AWS), software programs, and more. Earn your Certificate in Software Development from Maryville University 100% online.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Build a strong software development foundation\",\"description\":\"Develop skills across various programming languages, web application development, DevOps, AWS, software programs, and more.\"},{\"header\":\"Specialize your portfolio\",\"description\":\"Work with AWS, a resource from Amazon that offers industry-relevant application development interfaces and cloud-computing platforms.\"},{\"header\":\"Learn from experts\",\"description\":\"Learn from a faculty of experienced software development experts and industry leaders.\"}],\"introduction\":\"This six-course program focuses on practical, hands-on learning with coding projects and real-world applications, preparing you to tackle software development challenges. You’ll explore software development methodologies, application development, and AWS, ensuring you're ready to deliver projects efficiently. \\n\\nThroughout the program, you’ll:\"},\"excludedFromSearch\":false},\"productCreated\":1698250916,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"017ffaf0-e652-4978-96d1-e283fc163d51\",\"productUuid\":\"83d8b90b-40d5-443c-99fd-6ea813c19538\",\"objectID\":\"course-83d8b90b-40d5-443c-99fd-6ea813c19538\",\"productName\":\"Cybersecurity: Managing Risk in the Information Age\",\"productSlug\":\"executive-education/harvard-university-cybersecurity-managing-risk-in-the-information-age\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/83d8b90b-40d5-443c-99fd-6ea813c19538-ca2d80ff7c89.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"HarvardX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/83d8b90b-40d5-443c-99fd-6ea813c19538-c44b8d94ee4e.png\",\"fullDescription\":\"$65\",\"shortDescription\":\"\u003cp\u003eDevelop an action plan to reduce system vulnerabilities and minimize damage\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:The ability to recommend a cybersecurity leadership plan. The skills needed to develop a cyber risk mitigation strategy. A practical, holistic understanding of cybersecurity and its value. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.499Z\",\"created\":\"2025-04-07T19:36:28.691Z\",\"hash\":\"a916d51961c041cab533fc54c1a8ace27e5b478104371c83f0b9453bcfb4ed01\",\"skills\":[\"Business Operations\",\"Communication\",\"Cyber Engineering\",\"Cyber Security\",\"Cyber Threat Intelligence\",\"Data Integrity\",\"Digital Assets\",\"Digital Data\",\"Entry Point\",\"Influencing Skills\",\"Lawsuits\",\"Leadership\",\"Network Security\",\"Phishing\",\"Reputational Risk\",\"Risk Management\",\"Risk Mitigation\",\"Security Administration\",\"Security Managing\",\"Trustworthiness\",\"Vulnerability\",\"Vulnerability Assessments\"],\"skillsData\":[{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Cyber Threat Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Network Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Lawsuits\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Litigation and Civil Justice\"},{\"skill\":\"Vulnerability\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Vulnerability Assessments\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Digital Assets\",\"category\":\"Media and Writing\",\"subcategory\":\"Content Development and Management\"},{\"skill\":\"Risk Mitigation\",\"category\":\"Business\",\"subcategory\":\"Product Management\"},{\"skill\":\"Entry Point\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Digital Data\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Cyber Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Data Integrity\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Security Managing\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Reputational Risk\",\"category\":\"Finance\",\"subcategory\":\"Financial Risk Management\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Business Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Security Administration\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Phishing\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Trustworthiness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":11,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":78,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:HarvardX+CYB+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/83d8b90b-40d5-443c-99fd-6ea813c19538-c44b8d94ee4e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"HarvardX\"],\"externalUrl\":\"https://harvardx-onlinecourses.getsmarter.com/presentations/lp/harvard-cybersecurity-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_harvard\",\"category_cybersecurity\",\"category_risk-management\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782864000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081558,\"goLiveDate\":1780358400,\"modifiedDate\":1780395511},{\"id\":\"8b08bd38-54ae-4441-bf29-a3f36387da51\",\"productUuid\":\"e540320a-f125-4021-8f1c-9cbc84c96d87\",\"objectID\":\"course-e540320a-f125-4021-8f1c-9cbc84c96d87\",\"productName\":\"Computing in Python I: Fundamentals and Procedural Programming\",\"productSlug\":\"learn/python/the-georgia-institute-of-technology-computing-in-python-i-fundamentals-and-procedural-programming\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/e540320a-f125-4021-8f1c-9cbc84c96d87-cd703d5892ba.jpg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"The Georgia Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"fullDescription\":\"\u003cp\u003eThis course starts from the beginning, covering the basics of how a computer interprets lines of code; how to write programs, evaluate their output, and revise the code itself; how to work with variables and their changing values; and how to use mathematical, boolean, and relational operators. \u003c/p\u003e\\n\u003cp\u003eBy the end of this course, you'll be able to write small programs in Python that use variables, mathematical operators, and logical operators. For example, you could write programs that carry out complex mathematical operations, like calculating the interest rate necessary to reach a savings goal, recommending apparel options based on weather patterns, or calculating a grade based on multiple percentages. \u003c/p\u003e\\n\u003cp\u003eStructurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn the fundamentals of computing in Python, including variables, operators, and writing and debugging your own programs.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHow a computer processes programming code\u003c/li\u003e\\n\u003cli\u003eThe write-run-debug cycle of writing code, running it, and revising it based on its output.\u003c/li\u003e\\n\u003cli\u003eProcedural programming, or how to write sequential lines of code.\u003c/li\u003e\\n\u003cli\u003eVariables, their types, and their role in complex programs.\u003c/li\u003e\\n\u003cli\u003eMathematical operators for arithmetic operations, exponents, and more.\u003c/li\u003e\\n\u003cli\u003eRelational operators for evaluating relative values or set membership.\u003c/li\u003e\\n\u003cli\u003eBoolean operators for resolving complex logical statements.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GTx\"],\"lastUpdated\":\"2026-06-02T13:55:39.080Z\",\"created\":\"2025-04-07T19:36:28.507Z\",\"hash\":\"dc2ecd6fd01bd293a2d07920a3e3ddfb1c868c209e126837213384128b15fdf0\",\"skills\":[\"Debugging\",\"Logical Operators\",\"Operations\",\"Procedural Programming\",\"Python (Programming Language)\",\"Relational Operator\"],\"skillsData\":[{\"skill\":\"Logical Operators\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Debugging\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Procedural Programming\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Relational Operator\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":9,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":6300,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GTx+CS1301xI+1T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The Georgia Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"david-joyner\"],\"tags\":[\"computer-programming\",\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":189,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1570883329,\"goLiveDate\":1766034000,\"modifiedDate\":1776281353}]},{\"label\":\"Data Science\",\"uuids\":[\"3cb02711-99a9-44ac-9acd-ef20cb346e43\",\"0fff466d-8d0a-418a-af92-f2058e121ef3\",\"91f52ef3-fa3f-4934-9d19-8d5a32635cd4\",\"b3c02aea-cbf6-4fc4-a730-0433860e2a35\"],\"cta\":{\"label\":\"Explore more Data Science courses\",\"url\":\"/learn/data-analysis\"},\"products\":[{\"id\":\"3aa9173e-8ea4-4d3a-a0b3-8ecd3002c8e4\",\"productUuid\":\"3cb02711-99a9-44ac-9acd-ef20cb346e43\",\"objectID\":\"course-3cb02711-99a9-44ac-9acd-ef20cb346e43\",\"productName\":\"Data Analysis for Management\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-data-analysis-for-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3cb02711-99a9-44ac-9acd-ef20cb346e43-6808f0de8a81.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3cb02711-99a9-44ac-9acd-ef20cb346e43-03f9663e7d55.png\",\"fullDescription\":\"$66\",\"shortDescription\":\"\u003cp\u003eLearn the skills to analyse, interpret, and communicate data with confidence and impact within your organisation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of how data-driven models can improve your ability to make decisions in a fast-paced and uncertain world, and the ability to use modelling to predict future trends. Tableau data visualisation and reporting skills, with which to clearly communicate your findings and business needs. A capstone project as proof of your ability to analyse, summarise, visualise, and report on insights extracted from a dataset. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.471Z\",\"created\":\"2025-04-07T19:36:28.390Z\",\"hash\":\"bbdc293c43b37c09d3b36bea06a722433cbd498764c5766e95267954a517a4fc\",\"skills\":[\"Big Data\",\"Blobs\",\"Business Intelligence\",\"Data Analysis\",\"Data-Driven Decision Making\",\"Decision Making\",\"Economics\",\"Finance\",\"Management\",\"Marketing\",\"Microsoft Excel\",\"Political Sciences\",\"Project Management Institute (PMI) Methodology\",\"Ruby On Rails\",\"Sales\",\"Statistical Analysis\",\"Tableau (Business Intelligence Software)\"],\"skillsData\":[{\"skill\":\"Statistical Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Data-Driven Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Microsoft Excel\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Tableau (Business Intelligence Software)\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence Software\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Business Intelligence\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":37,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+DAM+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3cb02711-99a9-44ac-9acd-ef20cb346e43-03f9663e7d55.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-data-analysis-for-management-online-certificate-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_data-analytics\",\"category_management\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516866,\"goLiveDate\":1780272000,\"modifiedDate\":1780395275},{\"id\":\"d141b393-2cd5-4571-81b9-5f1a0a1f5232\",\"productUuid\":\"0fff466d-8d0a-418a-af92-f2058e121ef3\",\"objectID\":\"program-0fff466d-8d0a-418a-af92-f2058e121ef3\",\"productName\":\"Master of Science in Data Science\",\"productSlug\":\"masters/maryville-university-master-of-science-in-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/0fff466d-8d0a-418a-af92-f2058e121ef3-aac5b4bc886c.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003eBig data means big opportunities for you and your career. When you earn \\r\\nyour online master’s in data science from Maryville University, you gain \\r\\nthe credential you need to become a key player in a field that’s changing \\r\\nbusiness and the world around us.\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eOur program was designed with input from employers and expert partners who \\r\\nuse big data across a diverse range of industries, so you can build \\r\\nproficiency in the most in-demand areas of the modern data science world — \\r\\nand use your skills to create a better future for us all.\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eGet Curriculum Details\u003c/p\u003e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.388Z\",\"created\":\"2025-04-07T19:36:28.776Z\",\"hash\":\"d57d745ac63c0067767f1c5e05dc9b8d3987f2d4d0d223531ef6e3e1ec2dad5e\",\"skills\":[\"Big Data\",\"Data Science\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/data-science/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Science in Data Science online\",\"subheading\":\"Learn how to collect and analyze data, manage teams, and create data-driven strategies to help organizations leverage the right data, at the right time, to make informed business decisions. Earn an experience-driven degree that can help prepare you to become a data scientist across various industries. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Master advanced topics\",\"description\":\"Expand your knowledge of data science and become proficient in forward-thinking topics including machine learning, data mining, big data, and deep learning.\"},{\"header\":\"Choose electives that align with your goals\",\"description\":\"Personalize your graduate degree with courses that align to your professional and personal interests, with electives in statistics and probability, business, and actuarial science.\"},{\"header\":\"Learn how to find the data that makes a difference\",\"description\":\"Prepare to collect and analyze data, manage teams, and create data-driven strategies that solve real-world challenges.\"}],\"introduction\":\"With Maryville University’s 100% online Master of Science in Data Science, you’ll earn an experience-driven degree that was built with input from employers and partners who use big data across a diverse range of industries. The graduate-level program blends classroom coursework with hands-on projects, allowing you to apply your knowledge to real-world scenarios and gain valuable experience. \"},\"excludedFromSearch\":false},\"productCreated\":1698266605,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"722e7f27-dc98-4ad8-b432-b8e50a2b3b81\",\"productUuid\":\"91f52ef3-fa3f-4934-9d19-8d5a32635cd4\",\"objectID\":\"course-91f52ef3-fa3f-4934-9d19-8d5a32635cd4\",\"productName\":\"Data Science: R Basics\",\"productSlug\":\"learn/r-programming/harvard-university-data-science-r-basics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/91f52ef3-fa3f-4934-9d19-8d5a32635cd4-d99e27f09d19.jpg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$67\",\"shortDescription\":\"\u003cp\u003eBuild a foundation in R and learn how to wrangle, analyze, and visualize data.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eBasic R syntax\u003c/li\u003e\\n\u003cli\u003eFoundational R programming concepts such as data types, vectors arithmetic, and indexing\u003c/li\u003e\\n\u003cli\u003eHow to perform operations in R including sorting, data wrangling using dplyr, and making plots\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:34.837Z\",\"created\":\"2025-04-07T19:36:28.699Z\",\"hash\":\"daded8b018951f4e4b12012a485de3f80ac1d7daca7b7b981afa7c689dd61375\",\"skills\":[\"Data Analysis\",\"Data Science\",\"Data Visualization\",\"Data Wrangling\",\"Document Preparations\",\"Dplyr\",\"File Organization\",\"Ggplot2\",\"Git (Version Control System)\",\"Github\",\"Linux\",\"Machine Learning\",\"Probability\",\"R (Programming Language)\",\"RStudio\",\"Sorting\",\"Unix\",\"Version Control\"],\"skillsData\":[{\"skill\":\"Sorting\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Inventory and Warehousing\"},{\"skill\":\"Git (Version Control System)\",\"category\":\"Information Technology\",\"subcategory\":\"Version Control\"},{\"skill\":\"Ggplot2\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Document Preparations\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Data Wrangling\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Version Control\",\"category\":\"Information Technology\",\"subcategory\":\"Version Control\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Github\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"File Organization\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"RStudio\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Unix\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Dplyr\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Probability\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Linux\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":25402,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+PH125.1x+2T2017\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"rafael-irizarry\"],\"tags\":[\"data-analysis\",\"r\",\"r-programming\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":219,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211330,\"goLiveDate\":1760500800,\"modifiedDate\":1765822787},{\"id\":\"74b777b3-2103-4785-a2df-cfc8baba091e\",\"productUuid\":\"b3c02aea-cbf6-4fc4-a730-0433860e2a35\",\"objectID\":\"course-b3c02aea-cbf6-4fc4-a730-0433860e2a35\",\"productName\":\"Python for Data Science\",\"productSlug\":\"learn/python/the-university-of-california-san-diego-python-for-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b3c02aea-cbf6-4fc4-a730-0433860e2a35-bb25bbe40de7.jpg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"The University of California, San Diego\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c7f335bb-f97c-4472-af09-65ae60197005-7d797d964ddb.png\",\"fullDescription\":\"$68\",\"shortDescription\":\"\u003cp\u003eLearn to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eBasic process of data science\u003c/li\u003e\\n\u003cli\u003ePython and Jupyter notebooks\u003c/li\u003e\\n\u003cli\u003eAn applied understanding of how to manipulate and analyze uncurated datasets\u003c/li\u003e\\n\u003cli\u003eBasic statistical analysis and machine learning methods\u003c/li\u003e\\n\u003cli\u003eHow to effectively visualize results\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCSanDiegoX\"],\"lastUpdated\":\"2026-06-02T13:55:32.048Z\",\"created\":\"2025-04-07T19:36:28.659Z\",\"hash\":\"00e481d29a9561568c8b075d34603df4a420e7bfa2823ad0c3301c900499d30b\",\"skills\":[\"Business Science\",\"Data Science\",\"Git (Version Control System)\",\"Matplotlib (Python Package)\",\"Pandas (Python Package)\",\"Python (Programming Language)\",\"Python Tools For Visual Studio\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Pandas (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Matplotlib (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Python Tools For Visual Studio\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"Business Science\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Git (Version Control System)\",\"category\":\"Information Technology\",\"subcategory\":\"Version Control\"}],\"level\":\"Advanced\",\"flexibility\":\"self_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":false,\"isPartOfProgram\":true,\"recentEnrollmentCount\":1215,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UCSanDiegoX+DSE200x+2T2017\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The University of California, San Diego\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"ilkay-altintas\",\"leo-porter\"],\"tags\":[\"computer-programming\",\"data-analysis\",\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":false,\"availabilityRank\":3,\"listPrice\":350,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568971270,\"goLiveDate\":1737352800,\"modifiedDate\":1765220882}]},{\"label\":\"Business\",\"uuids\":[\"c22ff74a-6bec-4357-b941-d3eaf56966c7\",\"0912928c-00cb-44ca-87a0-e0eb75584267\",\"333b8b06-ca26-4d73-853b-ef9ceee271ac\",\"1e2cae8c-1c67-4067-a3c0-360543e6a9b8\",\"b3f587fc-0cee-4dbd-8bac-b2687731a40d\"],\"cta\":{\"label\":\"Explore more Business courses\",\"url\":\"/learn/business-administration\"},\"products\":[{\"id\":\"d23b54b4-e3bb-442d-bdae-02dddec15b71\",\"productUuid\":\"c22ff74a-6bec-4357-b941-d3eaf56966c7\",\"objectID\":\"program-c22ff74a-6bec-4357-b941-d3eaf56966c7\",\"productName\":\"Finance\",\"productSlug\":\"masters/micromasters/mitx-finance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/c22ff74a-6bec-4357-b941-d3eaf56966c7-ba8214a85494.png\",\"productType\":\"MicroMasters\",\"attributes\":[\"Data Analysis \u0026 Statistics\",\"Economics \u0026 Finance\",\"Engineering\",\"Math\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"Comprehend the foundations of modern finance. ,Understand the basics of corporate finance, capital budgeting, real and financial options, capital structure, yield curve analysis, and corporate risk management. ,Apply financial decision making, the theory of efficient markets, valuation theory, financial securities, risk analysis, portfolio theory, derivatives pricing, hedging strategies based on duration and convexity, and asset pricing models. ,Identify the basic structure of financial reports and the process of recording transactions.  Understand how investors, creditors, and other users analyze financial statements to assess corporate performance. ,Perform applied computational techniques in R and apply advanced mathematical topics in financial engineering and quantitative finance using linear algebra, optimization, probability, stochastic processes, and statistics.\",\"shortDescription\":\"Accelerate your finance career. Fast-track your master’s degree in finance.\",\"productOverview\":\"$69\",\"courseCount\":6,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:42.394Z\",\"created\":\"2025-04-07T19:36:28.796Z\",\"hash\":\"d641b008e9636f959520cd440163514b33e1ea8c06aa59ece6cf6da76119fb27\",\"skills\":[\"Asset Management\",\"Basic Math\",\"Derivatives Markets\",\"Finance\",\"Financial Accounting\",\"Financial Analysis\",\"Forecasting\",\"Mathematical Finance\"],\"skillsData\":[{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Derivatives Markets\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Mathematical Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Risk Management\"},{\"skill\":\"Financial Analysis\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Asset Management\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Financial Accounting\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":[\"Advanced\"],\"flexibility\":[\"instructor_paced\",\"self_paced\"],\"weeksToComplete\":64,\"weeksToCompleteMin\":15,\"weeksToCompleteMax\":16,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":14,\"courseUuids\":[\"1bf266b1-0a55-43e5-ae9f-f0c9a51aa515\",\"6e8a49e3-e74b-4a74-81b7-ebaf9c82c620\",\"7c566601-6ddb-4013-aa8e-e0cf29482e35\",\"8a1c5e35-6538-428c-a707-27d94c907187\",\"c2e08ac2-cf55-4aaf-a470-d5ff69b25291\",\"cb9eacc2-8af3-4216-808e-daa4b41bdd95\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":19264,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\",\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"deborah-j-lucas\",\"deborah-j-lucas\",\"egor-matveyev\",\"egor-matveyev\",\"egor-matveyev\",\"jiang-wang\",\"jiang-wang\",\"john-core\",\"leonid-kogan\",\"leonid-kogan\",\"paul-f-mende\",\"paul-f-mende\"],\"tags\":[\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":2964.6,\"strikethroughPrice\":3294,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1693342057,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"30ec38c5-e4b6-4b41-8ce7-a7ae041b394e\",\"productUuid\":\"0912928c-00cb-44ca-87a0-e0eb75584267\",\"objectID\":\"course-0912928c-00cb-44ca-87a0-e0eb75584267\",\"productName\":\"Strategic Management Executive Programme\",\"productSlug\":\"executive-education/university-of-oxford-strategic-management-executive-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/0912928c-00cb-44ca-87a0-e0eb75584267-8a9b9a06f80e.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/0912928c-00cb-44ca-87a0-e0eb75584267-fd152c8629c4.png\",\"fullDescription\":\"$6a\",\"shortDescription\":\"\u003cp\u003eAcquire crucial leadership, strategy, and finance management skills through a six-month curated learning experience that integrates content from three prominent online Saïd Business School, University of Oxford programmes.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to successfully navigate change and uncertainty using an integrated approach to management. The leadership knowledge to think critically about the current business landscape and drive effective decision-making. The skills to bring greater value to your teams and organisation as you lead them forward to achieve strategic goals. Exclusive insights gained from the research and experience of leading faculty from the University of Oxford and over 60 guest experts. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.303Z\",\"created\":\"2025-04-07T19:36:28.741Z\",\"hash\":\"400d9e452cafcb21595541a52a38792850763f85c7442187053d4c522a001542\",\"skills\":[\"Blobs\",\"Finance\",\"Financial Management\",\"Leadership\",\"Management\",\"Professional Networking\",\"Ruby On Rails\",\"Strategic Management\"],\"skillsData\":[{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Financial Management\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Professional Networking\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Strategic Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":24,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":11,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+OSMEPS+1T2023\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/0912928c-00cb-44ca-87a0-e0eb75584267-fd152c8629c4.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-strategic-management-executive-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_management\",\"category_strategy\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1680110838,\"goLiveDate\":1780272000,\"modifiedDate\":1780396537},{\"id\":\"eab24d4e-8bf8-4ed1-bde9-6b7bdcb522ab\",\"productUuid\":\"333b8b06-ca26-4d73-853b-ef9ceee271ac\",\"objectID\":\"program-333b8b06-ca26-4d73-853b-ef9ceee271ac\",\"productName\":\"Master of Business Administration\",\"productSlug\":\"masters/maryville-university-master-of-business-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/333b8b06-ca26-4d73-853b-ef9ceee271ac-2619d905aded.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$6b\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.108Z\",\"created\":\"2025-04-07T19:36:28.795Z\",\"hash\":\"3cbff8b488b4f071e68e3463ff5a1514ebc30bcd5e7efb9bb12f7d9b3435dcfc\",\"skills\":[\"Leadership\",\"Master Of Business Administration (MBA)\",\"Research\",\"Visionary\"],\"skillsData\":[{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Visionary\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/business-administration/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University online MBA\",\"subheading\":\"Become a capable, confident business leader with Maryville’s online MBA program.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Choose from\",\"description\":\"AccountingData AnalyticsCybersecurity Incident ResponseCybersecurity Penetration TestingEmerging and Digital MediaFinanceHealth AdministrationHuman Resources ManagementManagementMarketingProject ManagementSoftware Development\"}],\"introduction\":\"This online MBA program consists of 36 credit hours for the general track or 39 for each of the 12 concentrations/certificates. Maryville’s online MBA program is designed to help you become a capable, confident business leader. Led by active professionals and industry experts, you’ll develop the skills, connections, and experience you need to become an expert in your current industry, accelerate your professional development, transition to a new field, or pursue an entrepreneurial path.\"},\"excludedFromSearch\":false},\"productCreated\":1698185276,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"f645eca3-1f66-4f07-8ed8-1350991bc270\",\"productUuid\":\"1e2cae8c-1c67-4067-a3c0-360543e6a9b8\",\"objectID\":\"course-1e2cae8c-1c67-4067-a3c0-360543e6a9b8\",\"productName\":\"Data Analytics for Business\",\"productSlug\":\"learn/business-administration/the-georgia-institute-of-technology-data-analytics-for-business\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/1e2cae8c-1c67-4067-a3c0-360543e6a9b8-50beebb61f2e.png\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"The Georgia Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"fullDescription\":\"$6c\",\"shortDescription\":\"\u003cp\u003eThis course prepares students to understand business analytics and become leaders in these areas in business organizations.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eAfter taking this course, students should be able to: \u003c/p\u003e\\n\u003cul\u003e\\n\u003cli\u003eapproach business problems data-analytically. Students should be able to think carefully and systematically about whether and how data and business analytics can improve business performance.\u003c/li\u003e\\n\u003cli\u003edevelop business analytics ideas, analyze data using business analytics software, and generate business insights.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GTx\"],\"lastUpdated\":\"2026-06-02T13:55:39.556Z\",\"created\":\"2025-04-07T19:36:28.499Z\",\"hash\":\"fab15917c27c14b88a5af4a0110a9138bd510c6f15f5da52c5bbf90b246856bc\",\"skills\":[\"Algorithms\",\"Business Analytics\",\"Controlled Experiments\",\"Data Analysis\",\"Decision Making\",\"Scientific Methods\"],\"skillsData\":[{\"skill\":\"Scientific Methods\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Controlled Experiments\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Business Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":\"Advanced\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":16,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":1055,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GTx+MGT6203x+2T2017\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The Georgia Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"frederic-bien\"],\"tags\":[\"business-analytics\",\"computer-programming\",\"data-analysis\",\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":825,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1570655261,\"goLiveDate\":1682913600,\"modifiedDate\":1779898848},{\"id\":\"e59ff1bf-67a1-4adb-9ee7-5db64c739298\",\"productUuid\":\"b3f587fc-0cee-4dbd-8bac-b2687731a40d\",\"objectID\":\"course-b3f587fc-0cee-4dbd-8bac-b2687731a40d\",\"productName\":\"MBA Essentials\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-mba-essentials\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b3f587fc-0cee-4dbd-8bac-b2687731a40d-6359a8c28b0d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b3f587fc-0cee-4dbd-8bac-b2687731a40d-7a64f7077f97.png\",\"fullDescription\":\"$6d\",\"shortDescription\":\"\u003cp\u003eBuild a toolkit of key strategic, managerial, and leadership skills for business.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:A stronger understanding of the three core pillars of business. Learn how the strategic environment, financial toolkit, and the human element can enhance your organisation’s strategic competitive advantage. Technical business and finance skills for understanding, analysing, and optimising business operations. Insights into human behaviour and influence that can be used to expand your influence internally and externally. Enhanced managerial competency and confidence in your move to strategic, influential business leadership, including the tools for professional career development. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.734Z\",\"created\":\"2025-04-07T19:36:28.694Z\",\"hash\":\"8b930575d7ad94614c7c9861635423ce9569ee1e4fb902e6ac65231dec2b391c\",\"skills\":[\"Blobs\",\"Business Acumen\",\"Business Concepts\",\"Economics\",\"Finance\",\"Financial Analysis\",\"Influencing Skills\",\"Leadership\",\"Marketing Strategies\",\"Master Of Business Administration (MBA)\",\"Mechanics\",\"Political Sciences\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Business Acumen\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Financial Analysis\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Business Concepts\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Mechanics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":53,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+PRE+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b3f587fc-0cee-4dbd-8bac-b2687731a40d-7a64f7077f97.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-mba-essentials-online-certificate-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_leadership\",\"category_management\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781654400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516854,\"goLiveDate\":1780358400,\"modifiedDate\":1780395232}]},{\"label\":\"Healthcare\",\"uuids\":[\"523506ca-9e3f-4b57-bbac-332a8c20d482\",\"1a0169cf-0f08-480a-ad38-131f447882c3\",\"c8abcf20-bd0d-403f-b46e-b5eef38974c8\",\"389d5e5e-7679-467e-b5bb-b21c9c86ca1f\",\"fedae69d-4418-4494-bd8e-87cef5dd205f\"],\"cta\":{\"label\":\"Explore more Healthcare courses\",\"url\":\"/learn/healthcare\"},\"products\":[{\"id\":\"eb9d211c-98c9-45cd-84a4-d727832a881b\",\"productUuid\":\"523506ca-9e3f-4b57-bbac-332a8c20d482\",\"objectID\":\"course-523506ca-9e3f-4b57-bbac-332a8c20d482\",\"productName\":\"Healthcare Leadership\",\"productSlug\":\"executive-education/university-of-toronto-healthcare-leadership\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/523506ca-9e3f-4b57-bbac-332a8c20d482-4a4f97601f3d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"University of Toronto\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/523506ca-9e3f-4b57-bbac-332a8c20d482-62f6968a9c3a.png\",\"fullDescription\":\"$6e\",\"shortDescription\":\"\u003cp\u003eLearn to build resilient healthcare teams by focusing on developing compassion, building trust, and promoting collaboration.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:Deeper insights into emotional intelligence and self-awareness to gain a better understanding of leading oneself before leading others. The knowledge, skills, and competencies to become a strategic and change-focused leader in the healthcare industry. A toolkit of strategies to lead and sustain high-functioning teams in a stressful and complex healthcare environment. The leadership tools and frameworks for impact and influence, and create a leadership development action plan which can continuously be refined and developed. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"University_of_TorontoX\"],\"lastUpdated\":\"2026-06-02T13:55:33.724Z\",\"created\":\"2025-04-07T19:36:28.559Z\",\"hash\":\"94d34eb87ec86ec53b5a50ffb5482e39b7e3d9fca2c0c292b86ba39389409406\",\"skills\":[\"Change Leadership\",\"Compassion\",\"Customer Relationship Building\",\"Emotional Intelligence\",\"General Practitioner\",\"Health Systems\",\"Influencing Skills\",\"Innovation\",\"Leadership\",\"Leadership Development\",\"Management\",\"Organizational Change Management\",\"Organizational Leadership\",\"Population Health\",\"Public Health\",\"Resilience\",\"Self-Awareness\",\"Team Leadership\"],\"skillsData\":[{\"skill\":\"Team Leadership\",\"category\":\"Business\",\"subcategory\":\"People Management\"},{\"skill\":\"Emotional Intelligence\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Self-Awareness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Organizational Change Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Health Systems\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"},{\"skill\":\"Change Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Organizational Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Population Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Public Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Customer Relationship Building\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"General Practitioner\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Compassion\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":10,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:University_of_TorontoX+HAL+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/523506ca-9e3f-4b57-bbac-332a8c20d482-62f6968a9c3a.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Toronto\"],\"externalUrl\":\"https://rotman-utoronto.getsmarter.com/presentations/lp/university-of-toronto-healthcare-leadership-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_university-of-toronto\",\"category_healthcare\",\"category_leadership\",\"location_canada\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081219,\"goLiveDate\":1780358400,\"modifiedDate\":1780396429},{\"id\":\"0996d7cf-5843-410c-b05a-f6db1b77254c\",\"productUuid\":\"1a0169cf-0f08-480a-ad38-131f447882c3\",\"objectID\":\"program-1a0169cf-0f08-480a-ad38-131f447882c3\",\"productName\":\"Bachelor of Arts in Human Development and Family Studies\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-arts-in-human-development-and-family-studies\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/1a0169cf-0f08-480a-ad38-131f447882c3-10f9fadc2632.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Study the relationships and experiences that shape children and familiesEvery person has a unique story. Every family has a unique dynamic. Our \\r\\nlived experiences shape how we grow, think, feel, and form relationships \\r\\nthroughout our lives. So when it comes to helping people navigate life’s \\r\\nintricacies and challenges, your approach should be as distinctive as the \\r\\nindividuals you serve.That’s why Maryville University designed a program that takes a \\r\\ncomprehensive and realistic view of human nature. Our online Bachelor of \\r\\nArts in Human Development and Family Studies degree explores the physical, \\r\\nsocial, emotional, and cognitive development of people and families across \\r\\nthe lifespan — and in the context of the greater world.You already have the drive and desire to change lives. With one brave \\r\\ndecision, you can earn the degree to match your passion.Get Curriculum Details\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.939Z\",\"created\":\"2025-04-07T19:36:28.782Z\",\"hash\":\"555949ed424c81dea51ece624ef0f3307c55354001db52ce2f2b86d789521282\",\"skills\":[\"Cognitive Development\",\"Family Studies\",\"Human Development\"],\"skillsData\":[{\"skill\":\"Cognitive Development\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Human Development\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Family Studies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/human-development-and-family-studies/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor’s Degree in Human Development and Family Studies online\",\"subheading\":\"Explore the physical, social, emotional, and cognitive development of people and families across the lifespan.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Early Childhood Development\",\"description\":\"Examine the cognitive, emotional, social, and language growth of young children within their family and community.\"},{\"header\":\"Family Life Education\",\"description\":\"Learn to teach effective communication, parenting, and coping skills to individuals, couples, and caregivers.\"},{\"header\":\"Youth Development\",\"description\":\"Develop the skills to foster positive growth in children and adolescents of all backgrounds, equipping them for a better future.\"},{\"header\":\"Adult Development and Aging\",\"description\":\"Explore the social, emotional, and family dynamics shaping individuals as they enter adulthood.\"}],\"introduction\":\"With Maryville University’s 100% online Bachelor’s Degree in Human Development and Family Studies, you’ll study the cognitive, emotional, physical, and social development of people and families throughout various stages in their lives. You’ll also examine human development across families, relationships and sexuality, and learn how individuals are shaped by relationships, community, and society at large.\\n\\nThis program offers a Child Life Specialist concentration and four track options:\"},\"excludedFromSearch\":false},\"productCreated\":1698359545,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"c63ab7fa-5e57-4bda-8786-aba7a6045126\",\"productUuid\":\"c8abcf20-bd0d-403f-b46e-b5eef38974c8\",\"objectID\":\"program-c8abcf20-bd0d-403f-b46e-b5eef38974c8\",\"productName\":\"MicroBachelors® Program in Introduction to Neuroscience\",\"productSlug\":\"bachelors/microbachelors/harvardx-introduction-to-neuroscience\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/c8abcf20-bd0d-403f-b46e-b5eef38974c8-fd55d5dff34b.png\",\"productType\":\"MicroBachelors\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Medicine\",\"Science\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"Explain how neurons use bioelectricity to send signals to other cells. ,Analyze small neuronal circuits and predict their behavior. ,Describe the role of neuromodulation in signaling in the nervous system. ,Describe the structures and functions of the sensory systems. ,Explain the functions of and predict the effects of damage to different brain regions.\",\"shortDescription\":\"Understand foundational concepts in neuroscience and the human nervous system while earning college credit.\",\"productOverview\":\"$6f\",\"courseCount\":4,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:40.813Z\",\"created\":\"2025-04-07T19:36:28.818Z\",\"hash\":\"b59d0b8aa22baaeeaacbfb3597c8135f2e90333b614bfbf5a5ba430d124a119f\",\"skills\":[\"Decision Making\",\"Neurobiology\",\"Neuroscience\",\"Problem Solving\",\"Research\"],\"skillsData\":[{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Neurobiology\",\"category\":\"Science and Research\",\"subcategory\":\"Neuroscience\"},{\"skill\":\"Neuroscience\",\"category\":\"Science and Research\",\"subcategory\":\"Neuroscience\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":20,\"weeksToCompleteMin\":19,\"weeksToCompleteMax\":20,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":20,\"courseUuids\":[\"3bb0073e-9d5d-4e43-bddf-f47c128e8da2\",\"70f0c8ed-1644-4c67-a5d9-7111368b4f5f\",\"f3ec0b52-25b8-4f44-a960-e553167fd200\",\"f8042b37-6a21-4afa-b9e2-6f51dcd694db\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":34744,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"david-cox\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":851.4,\"strikethroughPrice\":946,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1699390257,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"48385638-59e6-4f6f-8251-d354c01bd95e\",\"productUuid\":\"389d5e5e-7679-467e-b5bb-b21c9c86ca1f\",\"objectID\":\"course-389d5e5e-7679-467e-b5bb-b21c9c86ca1f\",\"productName\":\"Introduction to Biology - The Secret of Life\",\"productSlug\":\"learn/biology/massachusetts-institute-of-technology-introduction-to-biology-the-secret-of-life\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/389d5e5e-7679-467e-b5bb-b21c9c86ca1f-31a7731a68f2.jpg\",\"productType\":\"Course\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Medicine\",\"Science\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"$70\",\"shortDescription\":\"\u003cp\u003eExplore the secret of life through the basics of biochemistry, genetics, molecular biology, recombinant DNA, genomics and rational medicine.\u003c/p\u003e\",\"productOverview\":\"\u003col\u003e\\n\u003cli\u003eHow to describe the building blocks of life and how their interactions dictate structure and function in biology\u003c/li\u003e\\n\u003cli\u003eHow to predict genotypes and phenotypes given genetics data\u003c/li\u003e\\n\u003cli\u003eHow to explain the central dogma of molecular biology and convert DNA sequence to RNA sequence to protein sequence\u003c/li\u003e\\n\u003cli\u003eHow to use molecular tools to study biology\u003c/li\u003e\\n\u003cli\u003eHow to describe the principles of early sequencing as well as modern sequencing and the effects of these technologies on the filed of genomics\u003c/li\u003e\\n\u003cli\u003eHow to apply the principles of modern biology to issues in today's society\u003c/li\u003e\\n\u003c/ol\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-04-06T13:58:24.932Z\",\"created\":\"2025-04-07T19:36:28.611Z\",\"hash\":\"9f8c54f9f19e113960adc5541a3c27e1339e93ef25b8a5ddb472e3455860e84f\",\"skills\":[\"Auditing\",\"Biochemistry\",\"Biology\",\"Formative And Summative Assessments\",\"Genetics\",\"Genomics\",\"Macromolecule\",\"Molecular Biology\",\"Recombinant DNA Technology\",\"Ribonucleic Acid Sequencing\"],\"skillsData\":[{\"skill\":\"Genetics\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"Macromolecule\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Ribonucleic Acid Sequencing\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"Genomics\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"Biology\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"},{\"skill\":\"Recombinant DNA Technology\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"Biochemistry\",\"category\":\"Science and Research\",\"subcategory\":\"Chemistry\"},{\"skill\":\"Formative And Summative Assessments\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Auditing\",\"category\":\"Finance\",\"subcategory\":\"Auditing\"},{\"skill\":\"Molecular Biology\",\"category\":\"Science and Research\",\"subcategory\":\"Molecular, Cellular, and Microbiology\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":16,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":-922,\"productSource\":\"edX\",\"activeRunKey\":\"MITx/7.00x/2013_SOND\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"brian-white\",\"eric-s-lander\",\"graham-walker\",\"mary-ellen-wiltrout\",\"michelle-mischke\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":150,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1569000209,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"e6d8d420-eb1c-41d3-b39d-8c46c3f8d932\",\"productUuid\":\"fedae69d-4418-4494-bd8e-87cef5dd205f\",\"objectID\":\"course-fedae69d-4418-4494-bd8e-87cef5dd205f\",\"productName\":\"Psychology for High Performance\",\"productSlug\":\"executive-education/stanford-university-psychology-for-high-performance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/fedae69d-4418-4494-bd8e-87cef5dd205f-3f5e8c26573d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"Stanford Medicine\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fedae69d-4418-4494-bd8e-87cef5dd205f-bc1eb7bb3eef.png\",\"fullDescription\":\"$71\",\"shortDescription\":\"\u003cp\u003eUnlock your full potential. Develop practical tools for enhanced personal and professional performance.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Practical strategies for redefining success and failure from a binary approach to a process-oriented one. Skills that promote cognitive flexibility and maximize potential by helping you navigate conflicting and overwhelming thoughts. Knowledge of how to enhance performance by modifying your lifestyle around exercise, nutrition, and sleep. A better understanding of how to build and maintain new habits that improve performance.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"StanfordOnline\"],\"lastUpdated\":\"2026-06-02T13:55:40.189Z\",\"created\":\"2025-04-07T19:36:28.440Z\",\"hash\":\"15ea294b0ee63c61810bb19e6972febfc2ee367dddaa0046a366ddb8c59bb424\",\"skills\":[\"Health Education\",\"Psychology\",\"Self-Awareness\"],\"skillsData\":[{\"skill\":\"Health Education\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Self-Awareness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":2,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":16,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:StanfordOnline+PFHP+1T2023\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fedae69d-4418-4494-bd8e-87cef5dd205f-bc1eb7bb3eef.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Stanford Medicine\"],\"externalUrl\":\"https://sche-online.getsmarter.com/presentations/lp/stanford-psychology-for-high-performance-online-micro-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782086400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1680110794,\"goLiveDate\":1780358400,\"modifiedDate\":1780396488}]}],\"title\":\"Explore top courses\",\"cardLimit\":4,\"location\":\"explore-top-courses\",\"html_id\":\"explore-more-link\"}]\n"])</script><script>self.__next_f.push([1,"72:I[40284,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n73:T7c3,\u003cp\u003eArtificial intelligence (AI) is already having a major impact across the economy, coursing in sho"])</script><script>self.__next_f.push([1,"rt order across the global business environment. To truly understand the potential it holds, you first need to understand how the technology works. The Oxford Artificial Intelligence Programme aims to provide you with a sound framework of this technology: from its history, functionality, and capability, as well as its inherent ethical challenges. Over the course of six short weeks online you’ll develop an informed opinion about AI's applications with insights from University of Oxford faculty. Reflect on the implications and opportunities of AI, and build a business case for its implementation within your unique organizational context. \u003c/p\u003e\n\u003cp\u003eThis programme is designed for managers and business leaders across multiple functions and industries looking to understand the workings and possibilities of AI. It’s also applicable for technical working professionals such as CIOs, IT managers, and business analysts who want to better understand how artificial intelligence can be implemented within their organizations. \u003c/p\u003e\n\u003cp\u003eYou’ll get the opportunity to learn about artificial intelligence online, and develop a foundational understanding of how it works. However, as this is a non-technical programme, you will not be required to code. \u003c/p\u003e\n\u003cp\u003eTransform your strategic vision into reality with the \u003ca href=\"https://www.edx.org/executive-education/oxford-ai-driven-business-transformation-executive-programme\"\u003eOxford AI-Driven Business Transformation Executive Programme\u003c/a\u003e — an ideal cohort learning experience for ambitious leaders. This powerhouse programme bundles three flagship Oxford Saïd programmes: Artificial Intelligence, Strategic Innovation and Executive Strategy. As part of this cohort, you'll gain the knowledge and confidence to make informed decisions at the critical intersection of artificial intelligence, innovation, and strategic leadership.\u003c/p\u003e74:T65f,\u003cp\u003eWhile an MBA trains you to see the business world differently, financial expertise and business acumen, although vital, are not enough to influence yo"])</script><script>self.__next_f.push([1,"ur organization’s leadership. These core skills must be paired with strong leadership techniques and an understanding of your strategic environment to be truly effective. \u003c/p\u003e\n\u003cp\u003eThe MBA Essentials online certificate course from the London School of Economics and Political Science (LSE) is designed to help you understand your strategic environment, master financial details, and drive business success by influencing colleagues and consumers. You’ll be equipped with an essential MBA toolkit as you navigate the contemporary business environment, guided by esteemed LSE faculty.\u003c/p\u003e\n\u003cp\u003eThe LSE MBA Essentials online certificate course arms you with hard and soft business skills to maximize your competitive advantage and lead with influence.\u003c/p\u003e\n\u003cp\u003eThis course is ideal for any professional interested in improving their MBA skills in order to be successful in business. Managers, entrepreneurs, and specialists, including consultants and analysts, will benefit from the interactive, guided approach to learning and the opportunity to grow their global network online. The focus on the mechanics of leadership, influence, and strategy, combined with technical business and finance skills, provides a comprehensive learning experience for professionals in a range of roles and industries. The ability to apply MBA-derived skills to current and future roles will benefit those pursuing career growth, as well as those interested in undertaking a full MBA in the future.\u003c/p\u003e75:T69b,\u003cp\u003eDo you know what artificial intelligence (AI) means for your organization? It isn’t about robots taking jobs or replacing your workforce. AI is simply the process of programming a computer to make decisions for itself, which can make your business operations more efficient. Need a strategy to effectively implement AI technologies into your company? Then this artificial intelligence program is the one for you. The Artificial Intelligence: Implications for Business Strategy online short course from the MIT Sloan School of Management and the MIT Computer"])</script><script>self.__next_f.push([1," Science and Artificial Intelligence Laboratory (CSAIL) will show you how to capitalize on the value automation offers. It explores the potential of robotics, natural language processing, and machine learning (ML), and equips you with the knowledge and confidence to include them in your business strategy. Most importantly, this course will guide the creation of a road map for the implementation of AI and ML in your organization and provide you with the skills to drive innovation forward.\u003c/p\u003e\n\u003cp\u003eThis AI course looks at the organizational and managerial implications of the technologies. It’s aimed at managers, executives, and business leaders rather than those in tech or IT roles. So, you don’t need to be a software engineer or data scientist to keep up with the content. On this program, you’ll learn how AI and ML can be applied in the workplace to augment current operations. It’s about developing strategic decision-making skills about the use of these technologies in your business, analyzing their potential impact, and building the language to articulate your insights with your teams and organization.\u003c/p\u003e76:T73a,\u003cp\u003eIn today’s evolving business landscape, there’s a growing need for highly skilled leaders who can navigate complex challenges and empower their teams to succeed. Combining theory and practice, this Oxford Executive Leadership Programme is centered around refining and developing your leadership skills and purpose in line with your company’s strategic focus. \u003c/p\u003e\n\u003cp\u003eOver the course of eight weeks, you’ll explore core leadership themes, including: power and influence, motivation, authenticity and adaptability, change, complexity, and diversity. Gain the opportunity to critically reflect on your leadership approach, while using practical insights, tools, and frameworks to lead high-performance teams in dynamic environments and through times of change. \u003c/p\u003e\n\u003cp\u003eExpand your global network online with Saïd Business School, University of Oxford, as you learn alongside a cohort of like-minded pro"])</script><script>self.__next_f.push([1,"fessionals and gain essential skills for the future of work. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003eThe content of this course also forms part of the six-month online\u003ca href=\"https://www.getsmarter.com/products/oxford-strategic-management-executive-programme\" target=\"_blank\"\u003eOxford Strategic Management Executive Programme\u003c/a\u003e, designed to help you advance as a business executive.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis programme is designed for leaders and managers at all levels who want to further develop their skills to overcome challenges and become a driving force for change in their organization. The content would support business executives looking to improve their leadership skills, discover or refine their leadership purpose, and make an impact within their business. It would also be helpful for those in senior and middle management who are preparing to move into an executive management role, as well as aspiring leaders who want to gain the confidence to step up.\u003c/p\u003e77:Ta15,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAs concerns over climate change, resource scarcity, pollution and inequality become an unavoidable part of the business landscape, organisations of all kinds are being held increasingly responsible for their role in both addressing and contributing to sustainability issues. While, until recently, sustainability was an optional part of an organisation’s market strategy, increased regulation has resulted in integrated sustainability practices becoming an essential component of a company’s license to operate in many markets. \u003c/p\u003e\n\u003cp\u003eThat’s why the recently updated University of Cambridge Business Sustainability Management online short course has been created – to help organisations like yours secure their futures in a global market facing unprecedented shifts in sustainability needs. \u003c/p\u003e\n\u003cp\u003eLearn how to develop a practical action plan to drive change and deliver sustainable outcomes in your organisation or sphere of influence, guided by experts at the University of Cambridge Institute for Sustainability Leadership (CISL), an impact-led institute that activates leadership globally to transform economies for people, nature and climate.1\u003c/p\u003e\n\u003cp\u003eBy equipping yourself with the knowledge and tools to integrate sustainability into core business strategy, you’ll be prepared to meet the rising expectations of regulators, investors and consumers. Empower yourself to translate sustainability principles into practical, measurable outcomes – ensuring your organisation is not only resilient but positioned for long-term success in an increasingly complex world. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.cisl.cam.ac.uk/about\" target=\"_blank\"\u003eCISL\u003c/a\u003e (Feb, 2025)\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course is geared towards experienced professionals from all areas of business who want to drive impactful change in their organisations. By strengthening their corporate sustainability efforts, and developing a more holistic view of and approach to market necessities, these professionals will be equipped to innovate, remain competitive and secure a sustainable future for their businesses. \u003c/p\u003e\n\u003cp\u003eThe course is also ideal for entrepreneurs, operating in both the public and private sectors, who want to identify and rise to the task of the urgent and complex social, environmental, and financial challenges presented by growing sustainability needs. \u003c/p\u003e\n\u003cp\u003eAll students also benefit from two live \u003cstrong\u003eCISL Connect\u003c/strong\u003e sessions which bring together professionals from across sectors and geographies, broadening perspectives and expanding learning beyond a given cohort.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"78:Ta4a,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIn today’s business landscape, it’s no longer sufficient for organisations to simply acknowledge global sustainability challenges like climate change, resource depletion and inequality — they’re expected to lead the way through them. \u003c/p\u003e\n\u003cp\u003eWith the Sustainable Finance online short course from the University of Cambridge Institute for Sustainability Leadership (CISL), you’re one step closer to meeting new business needs. With topics covering the emerging regulatory landscape, disclosure standards, Environmental, Social and Governance (ESG) in financial reporting, and impact investing, this online course offers you the tools and insights needed to develop financial strategies that create value for society and invest in a sustainable future. \u003c/p\u003e\n\u003cp\u003eOver eight weeks, you’ll learn about the pressures, trends and opportunities in the current financial system. You’ll also investigate the strategic business implications of social and environmental challenges and discover how best to plan for the future. \u003c/p\u003e\n\u003cp\u003eWith expert guidance from CISL faculty and global experts, you’ll gain the skills to implement sustainable finance solutions in your own context, while improving your performance in your current role, understanding how to better meet regulatory needs, and bringing about positive, sustainable change to your organisation, clients and society. \u003c/p\u003e\n\u003cp\u003eThis course will be relevant to anyone interested in harnessing sustainable finance initiatives to bring about positive change – both professionals currently working in the finance sector, such as financial service providers, financial advisors, sustainability consultants and fund managers, as well as those outside the industry seeking a more practical understanding of how sustainable finance can strategically drive long-term business returns (including managers, marketing specialists, investors and those who work with NGOs). Policymakers in the public sector will also benefit from this finance course, as will anyone with an interest in integrating environmental considerations into development planning and finance. Similarly, this course is ideal for those looking to understand how mindsets, the broader financial system and regulatory systems are evolving in response to social and environmental pressures, with a focus on how these changes can be both financially and environmentally beneficial.\u003c/p\u003e\n\u003cp\u003eAll students also benefit from two live \u003cstrong\u003eCISL Connect\u003c/strong\u003e sessions which bring together professionals from across sectors and geographies, broadening perspectives and expanding learning beyond a given cohort.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"79:T5f3,\u003cp\u003eThe Real Estate Economics and Finance online certificate course prepares you to critically evaluate property investment options and make informed decisions based on sound economic and financial theories and research. Through these lenses, you’ll explore the functioning of urban real estate markets with guidance from the London School of Economics and Political Science (LSE) faculty and industry experts. You’ll also learn how to use different techniques to value property and how those valuations and portfolio considerations are used to make informed real estate investment decisions. \u003c/p\u003e\n\u003cp\u003eOver eight weeks, you’ll explore sustainable real estate practices and their value, as well as how best to fund the purchase of a property. At the end of the course, you will have completed a capstone project, demonstrating your ability to apply the theoretical frameworks you develop during the course to inform your assessment of property development and real estate opportunities. \u003c/p\u003e\n\u003cp\u003eThis course is aimed at those interested in estate and property management, property investment, and property development. It has wide, international application and will be valuable to professionals from a range of backgrounds who wish to better understand the real estate market.\u003c/p\u003e\n\u003cp\u003eThere are no formal prerequisites for this course, and no prior knowledge of real estate is required. However, good numeracy skills will be needed, as well as basic knowledge of Microsoft Excel. A financial calculator is not needed.\u003c/p\u003e7a:T6ec,\u003cp\u003eIn the context of an increasingly connected and complex world, it is vital to be able to analyze and anticipate the impact of public policy and evaluate interventions to make more informed, evidence-based policy decisions and recommendations.\u003c/p\u003e\n\u003cp\u003eThe Public Policy Analysis online certificate course from the London School of Economics and Political Science (LSE) merges research, theory, and practice, as it empowers learners with analytical frameworks for understanding the policy process. Over the co"])</script><script>self.__next_f.push([1,"urse of 10 weeks, you’ll gain the quantitative tools and techniques needed to conduct evidence-based public policy impact evaluations and develop effective policy communication skills. \u003c/p\u003e\n\u003cp\u003eBenefit from this multidisciplinary approach to public policy and practice your skills by engaging with real-world, global case studies. Guided by expert LSE faculty with topical research experience across a variety of policy areas in Europe, Africa, and the United States, you’ll develop practical skills and strategies for immediate application in policy-related projects, or within your organization.\u003c/p\u003e\n\u003cp\u003eThis course, developed by LSE’s School of Public Policy, is relevant for professionals working in public policy. Policy makers, civil servants, NGO staff, and individuals in public and private sector organizations seeking to influence public policy and better understand their current roles within policy formulation will find it beneficial. Those in the public sector, non-profit, consultancies, and think tanks – who want to enhance their impact by critically engaging with public policy, employing evidence-based impact evaluations, and developing the insight to make policy recommendations and decisions – will also benefit from this course.\u003c/p\u003e7b:Ta5e,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAs a health or wellness professional, having a sound understanding of the science behind nutrition is crucial for giving clients and patients informed advice about longevity, vitality, and holistic disease management. \u003c/p\u003e\n\u003cp\u003eThe Nutrition Science online short course from Stanford Medicine, provides you with a foundation in nutrition as it explores the role of micronutrients and macronutrients in the body, and how this relates to human health in different contexts of human development. \u003c/p\u003e\n\u003cp\u003eGuided by the renowned Prof. Christopher Gardner, you’ll learn to interpret nutritional evidence and make nutritional assessments and dietary analyses. You'll also gain the insight to recognize the value of optimal nutrition in terms of preventative care, develop the skills to critically examine contemporary research, and ultimately earn a certificate of completion from Stanford Medicine. \u003c/p\u003e\n\u003cp\u003eThe Nutrition Science online short course is aimed at healthcare professionals, including medical doctors, occupational therapists, dietitians, pharmacists, and nurses, as well as lifestyle specialists such as nutritionists, fitness instructors, coaches, health educators, and food writers. The curriculum is designed to help these professionals grow in their current roles by providing them with the knowledge and frameworks to advise patients and clients on dietary plans for healthy living and disease prevention. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe importance of health education\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHealth and nutrition education has become increasingly recognized due to the advent of COVID-19. This nutrition course introduces learners to basic concepts of nutrition and how these concepts are linked to health. Modules cover the major nutrient groups and their role in human health, as well as the different methods of nutrition assessment, highlighting the importance of dietary and nutritional guidelines. Additionally, the course offers nutritional information which can be used to maintain a healthy diet and prevent disease. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLooking for a more advanced course to deepen your expertise or pivot into a nutrition-focused role?\u003c/strong\u003e Learn how to translate the latest evidence-based research on metabolic health and GLP-1s into integrated and actionable weight management strategies that will strengthen your existing credibility in medical, wellness, or advisory settings. \u003ca href=\"https://www.edx.org/executive-education/stanford-medicine-science-of-weight-loss-and-glp-1s-online-short-course\" target=\"_blank\"\u003eExplore the Stanford Medicine Beyond Diets: The Science of Weight Loss, GLP-1s, and Metabolic Health online short course.\u003c/a\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"7c:T931,"])</script><script>self.__next_f.push([1,"\u003cp\u003eArtificial Intelligence (AI) is developing rapidly, transforming the way we work and interact. Yet, AI is rife with ethical challenges — from potential biases in algorithmic recruiting technology to the privacy implications of work surveillance applications. In order to implement AI effectively, it is essential to understand and address these ethical dilemmas, and to stay up to date on trends and best practices. \u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eEthics of AI\u003c/strong\u003e three-week online course from the London School of Economics and Political Science (LSE) examines the societal challenges and opportunities presented by AI. Through a condensed learning format, you’ll build an analytical toolkit and enduring skill set to apply to real-world issues. Discover how technological change can impact the distribution of economic resources and productivity gains, learn how AI can exacerbate or combat discrimination and power imbalances in the workplace, and investigate how technology is changing everyday social interactions. \u003c/p\u003e\n\u003cp\u003eOver the course of this high-quality three-week master class experience, you’ll unpack the ethical tensions inherent in AI with insights from faculty at LSE’s Department of Philosophy, Logic and Scientific Method — internationally renowned for a type of philosophy that is both continuous with the sciences and socially relevant. Build your intellectual curiosity, and update your personal and professional skill set in a consolidated amount of time. \u003c/p\u003e\n\u003cp\u003eThis highly topical and applicable online course is designed for a range of professionals within the public sector, private sector, and civil society who are faced with ethical issues relating to AI, data, and general technological advancement. Leaders working in organizations that deal with big data or who are looking to implement AI technologies will be empowered to guide their organizations toward responsible innovation by gaining tools for managing the social impact of potential technological changes. Professionals within the tech industry will also benefit from enhancing their knowledge of ethics and AI as a way to further their career development and personal growth. This course is applicable not only to those looking for professional development, but also to anyone interested in understanding the impact of AI on individuals and society.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"7d:T8ff,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cstrong\u003eDuration\u003c/strong\u003e : 6 weeks (excluding orientation) \u003c/p\u003e\n\u003cp\u003eThe concept of digital transformation as a critical component of business success is not new; however, its adoption has become increasingly urgent. With nimble startups leveraging advancements in digital technology, established industries are compelled to keep up to stay competitive. But, merely adopting the latest technology is not enough to compete on the digital front. Organizations that attempt digital transformation without a shared vision often fail to achieve their goals. To develop the confidence to invest in digital transformation strategies and capabilities that facilitate continuous performance, one needs a comprehensive understanding of effective digital transformation.\u003c/p\u003e\n\u003cp\u003eThe Yale School of Management Executive Education offers the Digital Transformation Strategy online program to equip individuals with the skills to drive transformation. This digital transformation strategy program spans six weeks and delves into strategic development, implementation, and change management needs for effective transformation. Participants gain an in-depth understanding of how digitalization adds value across all business functions, using global case studies to illustrate how digital technologies transform workforce requirements, customer relationships, and business value. The program adopts a holistic approach to achieving new modes of operation, focusing on the potential opportunities that digital transformation offers under the guidance of leading Yale SOM faculty.\u003c/p\u003e\n\u003cp\u003eThe program is specifically designed to equip senior and business leaders with the necessary skills and frameworks to lead a successful digital strategy and stay competitive in the market. It focuses on preparing them for technological disruption and adapting internal processes to align with industry trends, workforce requirements, and customer needs. The program is also beneficial for mid-level and technical managers and specialists, who will understand the real-world applications of new technologies and how to bridge the gap between technical insight and business outcomes. With a holistic approach, the program is relevant to diverse industries and job functions where digital transformation is crucial to staying ahead.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"7e:T60d,\u003cp\u003eAs technology continues to reshape industries, many companies are seeking large-scale digital transformation as a way to maximize results and get ahead of their competition. To succeed in the digital economy, established businesses must develop and apply new technology and organizational capabilities. \u003c/p\u003e\n\u003cp\u003eIn the Organizational Design for Digital Transformation online short course from the MIT Sloan School of Management, Faculty Director Jeanne Ross offers an in-depth exploration of the five key dimensions of digital transformation, and how successful transformation can occur when systematically driven. These five dimensions form the foundational design principles for organizations seeking to leverage new technologies for innovation. The program also explores how business leaders can influence their organizational mindset to change deeply held, traditional practices. Over the course of six weeks, you’ll examine ways to facilitate digital transformation in your company through business design and strategy, and earn an MIT Sloan digital certificate, online and at your own pace. \u003c/p\u003e\n\u003cp\u003eThis program is designed for leaders across sectors who are eager to make digital transformation a strategic priority and optimize their digital business models. Mid-, senior- and top-level managers, including C-suites and other leaders, can benefit from the opportunity to engage with industry experts within the MIT network, and learn to leverage an array of digital technologies to develop new value propositions for their customers.\u003c/p\u003e7f:Tcef,"])</script><script>self.__next_f.push([1,"\u003cp\u003eImproving prediction is one of the key challenges the medical industry faces in advancing patient care. Enhancing diagnosis, individualizing treatments, and understanding disease progression are all matters of prediction, an area where machine learning (ML) and artificial intelligence (AI) excel.1\u003c/p\u003e\n\u003cp\u003eDiscover the impact AI innovations can have in medicine — on both traditional health care systems and decision-making approaches — with the Artificial Intelligence in Health Care online short course from the MIT Sloan School of Management and the MIT J-Clinic. \u003c/p\u003e\n\u003cp\u003eThrough industry case studies, you’ll better understand AI’s applications and limitations, examine the challenges AI can help overcome, and explore how it’s already been successfully deployed in the sector. \u003c/p\u003e\n\u003cp\u003eYou’ll gain insight and knowledge from MIT, an institution renowned for developing ML methods with applications in health care. Regina Barzilay, your Faculty Director, is also globally recognized for her work in AI and breast cancer detection. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.technologyreview.com/s/613361/giving-medicine-a-dose-of-ai/\" target=\"_blank\"\u003eMIT Technology Review\u003c/a\u003e (Apr, 2019).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eWhether you work in business or medicine, this course will give you an understanding of the transformative role that AI and ML can play in the health care industry. Professionals working in the health sector will benefit from an understanding of the types of problems that AI techniques can help solve. This program covers key topics such as the basics of ML, neural networks, and deep learning. The knowledge gained throughout this course can be immediately and directly applied to roles within the health care sector. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eMachine learning:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eML is a field of artificial intelligence that uses algorithms to learn from and make predictions on data. This course will introduce you to machine learning algorithms and how they are used in the health care industry. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eNeural networks:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe MIT Sloan Artificial Intelligence in Health Care online course provides insights into the different types of neural networks and how they can be applied to health care data. Neural networks are a type of machine learning algorithm that are particularly well suited for tasks such as image recognition and classification. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eDeep learning:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eAdditionally, the AI in health care course will cover the basics of deep learning. Deep learning is the process of using artificial neural networks with many layers to learn complex patterns in data. It is a subfield of machine learning that is concerned with algorithms that learn from data that is unstructured or unlabelled. This course will introduce you to deep learning methods and how they are used in the health care industry. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eComputer science professionals:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe course is taught by computer science experts from MIT and the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL). CSAIL is one of the world’s leading centers for artificial intelligence research. The faculty members teaching this course are at the forefront of their field and are developing cutting-edge technology that is being used in multiple industries today.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"80:Ta0f,"])</script><script>self.__next_f.push([1,"\u003cp\u003eCorporations are under increasing scrutiny for their contributions to society and the environment. Against this backdrop, a business strategy that considers its environmental impact is vital. There is increased demand for corporate leaders with the ability to drive sustainability and shift the traditional methods of value creation towards the concept of the triple bottom line. \u003c/p\u003e\n\u003cp\u003eThe Oxford Leading Sustainable Corporations Programme takes an executive-level perspective on business sustainability, looking beyond traditional views of measuring and reporting on performance, to integrate environmental, social, and corporate governance (ESG) factors into your business practice. With a focus on corporate sustainability leadership, this course aims to equip leaders with the essential skills to address this critical business need. \u003c/p\u003e\n\u003cp\u003eExamine your corporation’s impact on the environment from multiple perspectives, including a view of climate change that accounts for risk, carbon emissions and natural resource management. With expert guidance, you'll develop the ability to drive effective carbon management strategies, while formulating key performance indicators (KPIs) for measuring your corporation’s sustainability efforts, and dependency on natural, social, and human capital. \u003c/p\u003e\n\u003cp\u003eOver the course of six weeks, you’ll gain access to expert insights and leading research from Saïd Business School, University of Oxford. Create a personal plan for developing, implementing, and leading strategies for achieving sustainable development goals (SDGs) in your organization, as you strive to effect positive change and reduce your organization’s impact on the environment. \u003c/p\u003e\n\u003cp\u003eThe Oxford Leading Sustainable Corporations Programme is relevant to a broad range of roles across industries. This course is designed for professionals interested in actively leading and accounting for low carbon, circular and climate positive business transitions. \u003c/p\u003e\n\u003cp\u003eWhether you’re a current or aspiring business leader, or a senior professional with an interest in pursuing sustainable business, you’ll benefit from the insights provided by this course on communicating and implementing business strategies that enable you to drive positive sustainable change. If you occupy a finance or operations function, or work in the banking, investment, IT, or manufacturing sectors, an understanding of new metrics of performance and integrated ESG accounting methods will help you facilitate the measurement of your corporation’s environmental impact.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"81:Taa6,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIn a matter of years, sustainability has shot to the top of the corporate priority list. However, this growing acknowledgement of sustainability’s urgency has not always been supported by a deeper grasp of what it means or how it can be achieved. In the face of a rapidly changing climate and escalating pressure from all quarters, sustainability can no longer be viewed as a narrow box-ticking exercise. It demands a holistic understanding of the concepts underpinning it and a broad view of the politics, economics, and social factors that impact it.\u003c/p\u003e\n\u003cp\u003eThe Sustainability: Environment, Economy and Society online certificate course from the London School of Economics and Political Science (LSE) equips you with an integrated perspective of sustainability through a social-science lens. Over six weeks, you’ll examine prevailing theoretical concepts in this space, and practically apply your learnings across a number of real-world scenarios. Guided by leading LSE academics, you’ll investigate the multidimensional nature of sustainability today, exploring key areas such as sustainability transitions, sustainable economics, and social development. You’ll also discover ways to navigate climate risk and preserve natural capital, all while developing strategies for financially viable sustainability in your own business context. At the end of the course, you’ll have gained a toolkit for incorporating sustainability into your current or future role, and the knowledge needed to lead your organization towards a greener tomorrow.\u003c/p\u003e\n\u003cp\u003eBy breaking sustainability concepts down into digestible insights, this course offers participants of all professions and experience levels the tools needed to contribute to circular economy development. Executives, directors, and managers will benefit from its in-depth examination of sustainability strategy from a business perspective, while investors and finance professionals will gain the knowledge to identify and utilize socially responsible investments. Individuals who operate in the public sector — including government employees, policymakers, and nonprofit workers — will develop their understanding of how social development and sustainability interact, and learn to lead cross-sector initiatives. Risk managers and compliance officers will enhance their ability to identify and navigate climate-related challenges, and environmental specialists or program consultants will develop the vocabulary to link sustainability value to the business world. Anyone anticipating that sustainability will become a daily consideration in their work will gain the skills to ‘hybridize’ their role and participate ably in the green economy of the future.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"82:T893,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAs public concern over sustainability challenges and ESG integration intensifies and climate-related organizational risks escalate, the ability to build more resilient business models that thrive in a net zero economy has fast become a strategic imperative. \u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eBusiness and Climate Change: Towards Net Zero Emissions\u003c/strong\u003e online short course from the Cambridge Institute for Sustainability Leadership (CISL) provides a comprehensive understanding of how to mitigate the business risks of climate change and oversee a transition to net zero emissions for long-term resilience and overall value. \u003c/p\u003e\n\u003cp\u003eOver eight weeks online, you’ll explore real-world examples of successful low carbon initiatives and discover how to utilize innovation to build a resilient, profitable business model for the future, stimulating a ‘triple bottom line’ of people, profit, and planet. On completion of this course, you’ll walk away with a practical action plan to transition to net zero emissions and the ability to lead change within your organization and beyond.\u003c/p\u003e\n\u003cp\u003eThis course is designed for any professional looking to upskill themselves in climate change risk mitigation and adaptation, as learning outcomes are applicable across industries.\u003c/p\u003e\n\u003cp\u003eClimate consultants, sustainability specialists, and environmental managers as well as those looking to contribute to ‘sustainable development goals’ (SDGs) will benefit from an exploration of the latest low carbon practices, and gain new insights relevant to their current context and role. Those in finance and operations will develop the tools to bring about a transition to net zero emissions, and discover how to shift their business models for long-term resilience and profitability. Senior managers and C-suite executives in both the public and private sectors will learn how to lead sustainable change and turn a net zero future into a strategic 21st century business priority.\u003c/p\u003e\n\u003cp\u003eAll students also benefit from two live \u003cstrong\u003eCISL Connect\u003c/strong\u003e sessions which bring together professionals from across sectors and geographies, broadening perspectives and expanding learning beyond a given cohort.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"83:Td88,"])</script><script>self.__next_f.push([1,"\u003cp\u003eCreating and operating the built environment accounts for over a third of all greenhouse gas emissions.1 The real estate sector plays a significant role in driving – but also addressing – the climate emergency and other critical sustainability issues like resource scarcity and social inequality. At the same time, the sector depends on natural resources, a stable climate and a thriving society, and must therefore consider key sustainability issues for its own survival. The sector therefore needs to be reimagined to support a sustainable future for all. \u003c/p\u003e\n\u003cp\u003eAdopting sustainable practices improves long-term resilience and increases competitive advantage. As the market changes, those who evolve and adopt these practices stand to benefit from \"green leases” and other sustainability-linked financing, operational cost savings, better energy performance and more. These practices also help organisations enhance their reputation and reduce investment risks while meeting increasing statutory demands and stakeholder requirements. \u003c/p\u003e\n\u003cp\u003eOn the Sustainable Real Estate: Creating a Better Built Environment online short course, you’ll learn how to mitigate risks and find opportunities associated with sustainability challenges in the built environment. Designed by expert faculty from the University of Cambridge Institute for Sustainability Leadership (CISL), the course explores how sustainability intersects with various aspects of the real estate sector, such as design, technology, policy and finance. With an overview of industry trends and emerging risks, you’ll examine how sustainable real estate can contribute to a more resilient and inclusive society, and positively impact communities and the natural environment. Towards the end of this eight-week course, you’ll develop a personal action plan to deliver a sustainable outcome in your own context. This strategy will help you realise the role you and your organisation can play in improving the sustainability of the built environment around you, your supply chains and the broader real estate network. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.weforum.org/stories/2024/06/building-sector-climate-change-construction-materials/\" target=\"_blank\"\u003eWorld Economic Forum\u003c/a\u003e (June, 2024).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course is for professionals who want to understand the sustainability challenges facing the real estate sector, and seek the knowledge to address those challenges. By taking this course, you'll prioritise sustainability goals and gain insights relevant to both public and private sectors. Real estate developers, entrepreneurs, city planners, architects, engineers and other built environment professionals will learn some of the latest planning, design and technology considerations, uncovering both risks as well as opportunities in sustainable development. Public sector professionals will have the opportunity to study the impact of a sustainable real estate sector on social and environmental systems, and explore solutions to related built environment challenges. Investment professionals will realise the impact of climate change and social inequality on real estate investments, as well as the value in sustainable built assets and businesses. \u003c/p\u003e\n\u003cp\u003eAll students also benefit from two live \u003cstrong\u003eCISL Connect\u003c/strong\u003e sessions which bring together professionals from across sectors and geographies, broadening perspectives and expanding learning beyond a given cohort.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"84:T808,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAs sustainability becomes an increasingly critical part of global consciousness, businesses are faced with one of their biggest opportunities for innovation to date. Today, companies have the chance to transform their practices to drive not only progress, but profits as well. \u003c/p\u003e\n\u003cp\u003eThe Corporate Sustainability Management: Risk, Profit, and Purpose online program from the Yale School of Management Executive Education provides a practical guide for incorporating sustainability into your business strategy. The program features a wide variety of on-the-job resources, insights from industry leaders, case studies, discussions, and real-world applications. At the end of six weeks, you’ll walk away with an understanding of the potential financial impact of sustainability issues, and be equipped with the best practices and tools for leveraging opportunities in sustainability to gain a competitive edge. \u003c/p\u003e\n\u003cp\u003eThis program benefits business leaders and executives looking to develop a competitive advantage by offering them the tools needed to give strategic direction on sustainability. It also provides valuable resources for professionals and specialists who want to drive positive change in their role, as well as those working in the risk management and business continuity space. In addition, the program equips consultants with the insight needed to better advise clients, and provides public sector policymakers and regulators with an in-depth understanding of the impact of sustainability measures on business.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eHow does this program differ from the Sustainable Finance and Investment online program?\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe Corporate Sustainability Management: Risk, Profit, and Purpose online program is designed to help you embed sustainability and sustainable practices into the core of your business strategies. The Sustainable Finance and Investment online program, on the other hand, focuses primarily on equipping you to make more informed analyses and decisions when investing in sustainable assets and products.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"85:T81d,"])</script><script>self.__next_f.push([1,"\u003cp\u003eWith an increasing number of environmental regulations and concerns from consumers and stakeholders, the topic of sustainability has moved to the forefront of business endeavors. Yet, despite the demand for greater accountability, organizations still need to remain profitable. In order to have a sustainable future, leaders need to learn to address these inherent challenges. \u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eBusiness Sustainability Strategy: Technology and Management\u003c/strong\u003e online short course explores the process of successfully navigating the trade-offs and tensions between sustainability and profitability. Guided by the MIT Sloan School of Management faculty and a host of guest experts, you’ll learn to pursue sustainability through innovation and behavioral change. Using the PROMISE framework as a lens to holistically examine business choices and sustainability goals, you’ll analyze some of the most prominent sustainability concerns facing modern companies today. You’ll engage in a range of diverse topics, including climate change, dematerialization, and the main types of market failures. After six weeks, you’ll walk away with a strategy for engaging others in developing sustainable business practices, with the skills and knowledge to drive long-lasting change within and beyond your organization. \u003c/p\u003e\n\u003cp\u003eThis six-week program offers business decision makers and strategy drivers the skills to drive sustainability management and leadership in their organizations. Professionals who are responsible for moving their businesses forward will gain the skills to oversee sustainability initiatives and ensure ethical business practices meet organizational goals. Those involved in the day-to-day operations of their organization who hope to move into a leadership position will gain the knowledge required to drive new strategies or company-wide policies. Additionally, professionals with environmental knowledge will have the opportunity to align their practice with the business world and learn to promote the value of sustainability in the marketplace.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"86:Tb12,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cstrong\u003eDuration\u003c/strong\u003e : 6 weeks (excluding orientation)\u003c/p\u003e\n\u003cp\u003eIn the landscape of today's volatile, uncertain, complex, and ambiguous (VUCA) world, relying solely on traditional communication channels is no longer sufficient. To thrive in this environment, organisations need to redefine their communication strategies to establish authentic connections and build lasting relationships with their audiences.\u003c/p\u003e\n\u003cp\u003eThis London School of Economics and Political Science (LSE) Strategic Communications in Society online certificate course provides a comprehensive overview of the role that strategic communications play in organisational and social change. The course delves into the power communications and communicators possess in effecting change while highlighting the ethical considerations inherent in these actions.\u003c/p\u003e\n\u003cp\u003eOver six weeks, you’ll gain the skills and insights needed to develop a more strategic approach to your communications practice and learn to help your organisation navigate an increasingly VUCA external environment. The course encourages you to reflect on the wider societal impact of your communications work and uncover ways to establish yourself as a unique, influential voice within your organisation who can effectively influence change.\u003c/p\u003e\n\u003cp\u003eThis course caters to a wide range of professionals in communications, public relations, marketing, media, and advertising. It’s particularly beneficial for experienced leaders in these fields, providing them with the necessary tools to excel in strategic communications and public relations. It’s also valuable for mid- to senior-level media and communication professionals aspiring to leadership roles. The course provides general managers and business leaders with tools to navigate complex messaging and engage diverse stakeholders. Additionally, it benefits government communications professionals and spokespeople seeking to enhance their strategic communications skills in response to a public demand for transparency. \u003c/p\u003e\n\u003cp\u003e\u003cimg src='https://www.getsmarter.com/rails/active_storage/blobs/eyJfcmFpbHMiOnsibWVzc2FnZSI6IkJBaHBBaW9kIiwiZXhwIjpudWxsLCJwdXIiOiJibG9iX2lkIn19--a61848d9cffc0c454fd9f9683a51724ffcdb90a4/cpd_accreditation_logo.png' width='234' height='214' /\u003e\u003c/p\u003e\n\u003cp\u003eThis Strategic Communications in Society online certificate course is certified by the United Kingdom CPD Certification Service, and may be applicable to individuals who are members of, or are associated with, UK-based professional bodies. The course has an estimated 54 hours of learning.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eNote: should you wish to claim CPD activity, the onus is on you. The London School of Economics and Political Science (LSE) and GetSmarter accept no responsibility, and cannot be held responsible, for the claiming or validation of hours or points.\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"87:T73a,\u003cp\u003eIn a contemporary business landscape marked by technological disruption and rapid change, industry leaders play an increasingly important role in shaping an environment that ensures continued growth. \u003c/p\u003e\n\u003cp\u003eThe Leading Sustainability: High Impact Leadership online short course provides you with the skills to lead with influence in any business setting, while giving you the opportunity to investigate different leadership styles, frameworks, and best practices. Explore new perspectives and strategies as you discover the value of high impact leadership in individual, team, and organisational contexts. Develop key competencies, equip yourself with the tools to unite teams over a common objective, and find your own purpose as a leader. \u003c/p\u003e\n\u003cp\u003eThis online course is guided by industry experts and faculty from the University of Cambridge Institute for Sustainability Leadership (CISL), who have many years of experience in supporting business leaders from around the world to bring about change in their organisations. \u003c/p\u003e\n\u003cp\u003eThis course is designed to improve the leadership skills of anyone, in any setting, who is looking to learn how best to unite teams and engage stakeholders. Those who aspire to leadership will benefit from building greater self-confidence in their ability to lead. They’ll analyse their own leadership style and explore ways to gain visibility as effective leaders in preparation for the next step in their career. Established leaders will have the opportunity to refine their leadership style, and learn how to boost team performance through team alignment, influence, and unity.\u003c/p\u003e\n\u003cp\u003eAll students also benefit from two live \u003cstrong\u003eCISL Connect\u003c/strong\u003e sessions which bring together professionals from across sectors and geographies, broadening perspectives and expanding learning beyond a given cohort.\u003c/p\u003e88:T65d,\u003cp\u003eWomen remain underrepresented in leadership positions globally. To succeed, women must learn to navigate both the external factors that hinder their access to leadership positions"])</script><script>self.__next_f.push([1," and the internal factors that could cost them opportunities for advancement. \u003c/p\u003e\n\u003cp\u003eThe online Women’s Leadership Program from the Yale School of Management Executive Education equips you with the knowledge and skills to develop your full professional potential as leaders in society. Through exploration of values-based leadership and emotional self-mastery, you’ll strengthen your emotional intelligence, understand your individual strengths, and learn to harness creative thinking to maximize the capacity for business innovation and problem-solving. Embark on a personal development journey and learn to utilize your distinctive abilities to help guide yourself, your teams, and your organization towards success. \u003c/p\u003e\n\u003cp\u003eThis online leadership course aims to equip existing and aspiring leaders with the confidence, self-awareness, and networking skills to effectively lead their teams and organizations. Business leaders and senior managers will benefit from gaining insight into the behaviors that have the potential to shape future business, as well as leadership skills to effect positive change within their organizations. It’s also beneficial to middle and junior managers looking to gain personal and professional leadership development in order to prepare to move into a senior or executive management role.\u003c/p\u003e\n\u003cp\u003eYale SOM Executive Education offers multiple online, on-campus and live-online women's leadership programs.\u003c/p\u003e89:T598,\u003cp\u003eIn today’s rapidly evolving business climate, it’s imperative that leaders are able to navigate environmental uncertainty with resilience and agility. \u003c/p\u003e\n\u003cp\u003eDrawing on key scientific principles, the Neuroscience for Business online short course from the MIT Sloan School of Management will help you understand how changing your thinking and behaviors can improve your performance in both personal and professional contexts. The program takes an action-based approach to leadership, equipping participants with the tools to help analyze thought patterns and rewire habits to become mor"])</script><script>self.__next_f.push([1,"e effective problem-solvers. \u003c/p\u003e\n\u003cp\u003eOver the course of six weeks, you'll explore neuroscience principles like neuroplasticity to rewire your brain and your organization to become more effective, agile, and resilient in your role. \u003c/p\u003e\n\u003cp\u003eThe design of this neuroleadership-focused online course is suited to current executives, managers, and leaders looking to improve their professional and organizational capabilities. Additionally, anyone looking to move into a leadership role will be able to develop key skills for growth. Those interested in applying neuroscience in areas such as coaching, management training, and leadership development will also benefit from this course. This applies to consultants, executive coaches, and learning and development professionals who want to enhance employee engagement and workplace culture.\u003c/p\u003e8a:T5e8,\u003cp\u003eTime and again, the business world has witnessed the many advantages of employing more women in leadership positions. Tackling gender bias and workplace challenges is becoming a necessity for organisations, society, and the economy at large. The Oxford Women’s Leadership Development Programme from Saïd Business School, University of Oxford offers you the opportunity to take a critical look at your own leadership style and strengths over the course of six weeks, online. \u003c/p\u003e\n\u003cp\u003eBy approaching leadership as a reflective practice, this programme is structured around three main themes: self-acceptance, self-management, and self-development. Through challenging the workplace gender biases that female leaders face, you’ll explore the skills needed to lead, influence, negotiate, and navigate difficult scenarios. \u003c/p\u003e\n\u003cp\u003eThis online leadership development programme aims to better equip current leaders to navigate the many challenges and gender biases that hinder female professionals in the workplace. The coursework is also designed to help aspiring female managers and executives develop the critical leadership skills to influence, persuade, empower, and mentor. Those preparing to tr"])</script><script>self.__next_f.push([1,"ansition into senior management or C-suite roles will be able to deepen their leadership knowledge by reflecting on crucible moments and approaches to challenging situations. This programme will serve those aiming to overcome gender barriers in business, and grow both within their careers and organisation.\u003c/p\u003e8b:T6e5,\u003cp\u003eThe eight-week Leadership in Action: From Self to Team to Impact online certificate course from the London School of Economics and Political Science (LSE) is designed to equip business leaders with the tools and expertise to survive, grow, and thrive in times of transformation. Whether it’s caused by disruptive technology or shifting market conditions, or as the result of internal organisational initiatives, leadership transitions, or mergers and acquisitions, change is a business constant, and the ability to manage it is key to corporate resilience. \u003c/p\u003e\n\u003cp\u003eExplore and develop your own authentic leadership strengths, while gaining the expertise to create coaching plans that apply widely accepted principles and models for professional development. With a comprehensive understanding of ethics in business and decision-making, as well the importance of psychological safety and diversity, you’ll have access to the techniques and frameworks needed to use change as an opportunity for enhanced competitive advantage. \u003c/p\u003e\n\u003cp\u003eThis course is designed to empower leaders and equip them with the tools to excel in times of external and internal change. Business leaders in both the private and public sectors will develop the skills and insights to anticipate, facilitate, and sustain change in their context. Entrepreneurs, managers of teams, heads of departments, and those aspiring to be in these positions, will learn how to plan and navigate for change as well as prove their readiness for promotion. HR professionals who are responsible for organisational development and change management will learn how to hire and train employees, while consultants will enhance their abilities to advise and support companies"])</script><script>self.__next_f.push([1," going through a transformation.\u003c/p\u003e8c:T666,\u003cp\u003eA traditional approach to leadership is no longer sufficient in a world that is changing at an exponential rate. Leadership in the 21st century requires continuous learning and adaptation to the evolving landscape, new technologies, and shifting customer preferences.\u003c/p\u003e\n\u003cp\u003eThe Leadership in an Exponentially Changing World online program from the MIT Sloan School of Management provides new approaches for leading teams toward effectively reaching organizational goals by drawing on the 4-CAPS+ Leadership Framework, developed by Faculty Director Deborah Ancona and her colleagues at MIT. Over the course of six weeks, you’ll examine your leadership style and how to leverage others effectively — both inside and outside teams and organizations — to aid in successfully addressing and overcoming organizational challenges. At the end of this online program, you’ll leave with a digital certificate of completion from MIT Sloan and the executive leadership competencies to mobilize individuals toward change. \u003c/p\u003e\n\u003cp\u003eThis MIT Sloan online course is designed for professionals looking to improve their leadership and management capabilities, while discovering their personal leadership style. Business leaders will expand and refine their current leadership knowledge, helping them facilitate innovation and adaptation and drive high-performance teams. Mid-level and senior managers will get a chance to engage with other professionals and develop their ability to lead teams more effectively, while meeting business objectives. Aspiring leaders will develop the confidence to demonstrate that they have the skills to lead.\u003c/p\u003e8d:T965,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cstrong\u003eDuration\u003c/strong\u003e : 6 months (Including orientation and 2 week-long breaks) \u003c/p\u003e\n\u003cp\u003eTo excel in today's fast-paced and complex business environment, executives require comprehensive and strategic skills that will enable them to advance their careers and drive their organisation toward success.\u003c/p\u003e\n\u003cp\u003eThe Oxford Strategic Management Executive Programme equips you with the knowledge and tools necessary to enhance your management capabilities and become an effective leader. This programme integrates content from three leading online Oxford programmes, offering you core leadership, strategy, and finance skills to give your company a competitive advantage. Participants will learn from the experiences of more than 60 guest experts. This learning journey will teach you how to manage teams more effectively, make informed financial decisions, and achieve strategic objectives that benefit the entire organisation.\u003c/p\u003e\n\u003cp\u003eIf you want to drive business success and become an impactful leader, this programme is for you. This programme provides a unique opportunity for leaders, senior executives, and managers to improve their skills and significantly impact their roles. Participants will learn to navigate the latest organisational challenges and develop effective strategies to capitalise on new business opportunities. In addition to gaining comprehensive and transformative knowledge, attendees will build a valuable professional network to help them achieve their career goals. This programme is suitable for anyone seeking to enhance their professional impact and advance their career.\u003c/p\u003e\n\u003cp\u003e\u003cimg src='https://www.getsmarter.com/rails/active_storage/blobs/eyJfcmFpbHMiOnsibWVzc2FnZSI6IkJBaHBBaVVkIiwiZXhwIjpudWxsLCJwdXIiOiJibG9iX2lkIn19--8aaf76a82ec7e251dda46a2adcef900e315d81b3/cpd_accreditation_logo.png' width='213' height='194' /\u003e\u003c/p\u003e\n\u003cp\u003eThis Oxford Strategic Management Executive Programme is certified by the United Kingdom CPD Certification Service, and may be applicable to individuals who are members of, or are associated with, UK-based professional bodies. The course has an estimated 54 hours of learning.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eNote: should you wish to claim CPD activity, the onus is on you. The London School of Economics and Political Science (LSE) and GetSmarter accept no responsibility, and cannot be held responsible, for the claiming or validation of hours or points.\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"8e:T694,\u003cp\u003eIn today’s evolving business landscape, there’s a need for leaders with the core management skills and knowledge to analyze and make complex business decisions across all facets of an organization. The Accelerated Management Program, from the Yale School of Management Executive Education, provides you with core skills and tools for managing a business more effectively. Through a unique integrated curriculum from a world-renowned business school, you’ll learn to overcome challenges across organizational functions, by understanding the connected elements of modern business. \u003c/p\u003e\n\u003cp\u003eOver the course of eight weeks online, you’ll engage with a raw case study (from Yale SOM’s unique directory of case studies) as you explore fundamental business management topics, such as decision-making using quantitative models, developing a competitive strategy, and leveraging social networks. You’ll also learn about the time value of money, and develop the ability to interpret financial statements and value a project or company. \u003c/p\u003e\n\u003cp\u003eThis online management program is beneficial for professionals at early, mid, and advanced career stages. It will benefit managers who want to improve their strategic and managerial abilities in current or future roles. Senior managers, executives, business owners, and entrepreneurs will have the opportunity to sharpen their analytical problem-solving skills with updated knowledge from first-class faculty. For non-management professionals, this non-credit-bearing online course offers the opportunity to develop key business and leadership skills, validated with a certificate of participation from Yale SOM Executive Education.\u003c/p\u003e8f:T6ad,\u003cp\u003eThe MIT Sloan Digital Business Strategy: Harnessing Our Digital Future online short course investigates the principles that frame research by esteemed MIT faculty and \u003cem\u003eThe New York Times\u003c/em\u003e best-selling authors, Erik Brynjolfsson and Andrew McAfee. This program focuses on a unique approach to finding a balance between traditional methods "])</script><script>self.__next_f.push([1,"and new ways companies can harness transformative technology to improve best practices. \u003c/p\u003e\n\u003cp\u003eWith an emphasis on enabling effective digital transformation, this MIT Sloan Executive Education online program focuses on the rebalancing of three key relationships: human minds and machines, physical products and digital platforms, and the core (centralized knowledge) and the crowd (decentralized knowledge). It’s through these lenses that you’ll explore the potential of disruptive technology for business, equipping you to drive innovation within your own organization. Throughout the online short course, you’ll be encouraged to apply your newfound business strategy insights to real-life scenarios and ultimately walk away with an MIT digital certificate of completion. \u003c/p\u003e\n\u003cp\u003eThis digital transformation-focused online program aims to provide CEOs, managers, C-suite executives, and entrepreneurs with the knowledge they need to analyze traditional business strategy models, and adapt these in light of current disruptive technologies. It’s also valuable for professionals with strategic decision-making responsibilities across a range of industries. Similarly, it will be beneficial to any member of a senior leadership team looking for a transformation-centered course in order to stay abreast of how the global business context is changing.\u003c/p\u003e90:T65e,\u003cp\u003eFailing to acknowledge the possibility of unlikely events is often the reason many organizations are underprepared and ill-equipped when facing a crisis. Yet, if there’s one thing that businesses should take away from the COVID-19 global health crisis, it’s the critical need to have strategies in place for the likelihood of potential risks. \u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eRisk and Crisis Management\u003c/strong\u003e online certificate course from the London School of Economics and Political Science (LSE) is designed to equip you with accountability and responsibility strategies to mitigate the impact of unforeseen risks and crises in your organization. Drawing on both private and publ"])</script><script>self.__next_f.push([1,"ic sector examples, the course provides you with an intensive, interdisciplinary perspective on the subject. Over eight weeks, you’ll learn from expert LSE faculty as you gain an in-depth understanding of key academic debates and central approaches to risk and crisis management to take forward into your current business strategies. \u003c/p\u003e\n\u003cp\u003eThe design of this course is suited to professionals in a variety of industries across the corporate environment, and in the public and non-profit sectors. Any professional looking to move into the risk or crisis management space will benefit from an intensive introduction to this subject. Leaders and executives who want to play a more active role in managing risk within their businesses will benefit from improving their understanding of risk and crisis strategies. This course is also applicable to analysts and consultants who currently deal with risk management and want to optimize their skills.\u003c/p\u003e91:T639,\u003cp\u003eA lack of funding, not knowing how to spend it effectively, and not adequately balancing the risks of venture financing are just some of the reasons that startups fail. Gaining an understanding of venture finance could enable you to secure funding for a business and help it to realize its potential, whether as an investment or your own entrepreneurial venture. \u003c/p\u003e\n\u003cp\u003eThe Oxford Entrepreneurship: Venture Finance Programme aims to provide you with this understanding through an exploration of the nature and dynamics of venture finance. Over the course of eight weeks, you’ll embark on an online learning journey that covers various investment avenues, including venture capital funds and crowdfunding. Led by Saïd Business School, University of Oxford faculty and industry experts, you’ll use a ‘two-hat’ approach to investigate venture finance from the perspective of both an entrepreneur and an investor. This course also explores how to navigate the funding process, from the initial fundraising to the final exit strategy.\u003c/p\u003e\n\u003cp\u003eThe coursework of this online programme"])</script><script>self.__next_f.push([1," is aimed at those who are planning, or currently involved in, a new business and would like to gain a comprehensive understanding of venture capital financing. It’s also ideal for current or aspiring investors wanting to break into the industry. Investors will learn to analyse different funding opportunities, while entrepreneurs will learn how to effectively present and prepare their venture as they go about the fundraising process. Basic financial knowledge or business acumen is recommended.\u003c/p\u003e92:T4b7,\u003cp\u003eInnovation is imperative in the fast-paced landscape of contemporary business. Forward-thinking managers understand that a strategy for innovation must be an integral part of an organization’s primary operation in order to remain competitive.\u003c/p\u003e\n\u003cp\u003eThis online course offers a unique iEcosystem framework, designed by MIT faculty, to help companies align internal and external processes, leverage key stakeholders, embrace technology and overcome business challenges through disruptive innovation. Gain access to this framework, along with a range of cutting-edge concepts and tools, enabling you to foster a culture of sustainable innovation in your organization.\u003c/p\u003e\n\u003cp\u003eThis online course in innovation management is designed for decision-makers who want to improve their organization’s capacity to formulate and implement innovative strategies, as well as entrepreneurs and business leaders launching new offerings. By exploring the key levers of innovation, it’ll offer you the tools to remove barriers and effectively drive change in your business. Whether you’re an executive, consultant, business strategist, or simply a professional with innovative ideas, this course could help you.\u003c/p\u003e93:T661,\u003cp\u003eIn today’s constantly shifting market, organizational change has become unavoidable. Transformative technology, business innovation, and global competition have made adaptability vital for companies that want to remain competitive in their industry. This includes having managers with the ability to perceive change "])</script><script>self.__next_f.push([1,"in the marketplace, and who are able to pivot strategy and retool an organization, not just to remain relevant but to thrive.\u003c/p\u003e\n\u003cp\u003eThe Kellogg Executive Education Strategic Change Management online program teaches you how to achieve and nurture sustainable change in your organization. You’ll gain the tools and insight to encourage creativity and implement change plans successfully. You’ll also learn to maintain strategic and organizational agility by creating a learning-ready company and effectively manage aversion to change.\u003c/p\u003e\n\u003cp\u003eThis online program is aimed at professionals ready to support their organization in maintaining a competitive edge through the anticipation and management of change. It will, therefore, be beneficial to senior and middle management who want to foster change in their company, as well as those in a specific change management role. While this program is geared towards those in medium to large organizations, it will also be highly relevant for leaders of small organizations who want to effectively manage growth and scaling. It is also valuable to seniors in the human resources (HR) department — those who are traditionally responsible for these developments — looking for deeper strategic insight into change management beyond their current understanding.\u003c/p\u003e94:Taac,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAs the world becomes more data driven, future-focused professionals need to develop the quantitative skills to inform corporate decision-making and managerial strategy. Guided by experts from the London School of Economics and Political Science (LSE), this online certificate course empowers you with the knowledge and practical tools to understand, interpret, and communicate data relevant to your role and organisation. \u003c/p\u003e\n\u003cp\u003eDevelop an understanding of how data-driven models can improve your ability to make decisions in a fast-paced world. Over the course of eight weeks, you’ll participate in a capstone project and apply the techniques and concepts covered to extract business insights from a real data set. You’ll also gain experience using Tableau – a leading business intelligence and data analytics software – to visualize and report on insights extracted from data sets.  \u003c/p\u003e\n\u003cp\u003eThis LSE course will equip managers and analysts in a variety of industries with the skills to make data-driven decisions. Marketing and sales analysts will gain the ability to extract and interpret key business insights for competitive advantage. Similarly, finance, HR, and business analysts will develop data analysis skills that can be directly applied in their role and organisation. There are no formal prerequisites for this course, but some numerical literacy is advantageous, as well as a basic working knowledge of Microsoft Excel. You’ll be granted a student license to download and use Tableau free of charge, for the duration of the course.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eThe content of this course also forms part of the 16-week online\u003ca href=\"https://www.edx.org/executive-education/lse-data-driven-management-executive-programme\"\u003eLSE Data-Driven Management: Analysis, Visualisation, and Storytelling Executive Programme\u003c/a\u003e, a powerful offering from LSE that combines visualisation and data analysis with business management acumen.\u003c/em\u003e\u003cbr /\u003e\n__\u003c/p\u003e\n\u003cp\u003e\u003cimg src='https://lh7-rt.googleusercontent.com/docsz/AD_4nXdFJ92h9_Tqq_Fyb-xo1f-H5dwRvbJ9vrBbBESQWbJzvZO9_YJrNjYXqCWoFfvR8q61o2YQIDSef_DkXUJsKGKriQq4xLnyQy44iWalmHhuQqyur-nclToluGv0hCxzXMqEuy9gRQ?key=soh3Wm7bwYjJDHysbRJaHm_f' width='195' height='178' /\u003eThis Data Analysis for Management course is certified by the United Kingdom CPD Certification Service, and may be applicable to individuals who are members of, or are associated with, UK-based professional bodies. The course has an estimated 70 hours of learning.\u003c/p\u003e\n\u003cp\u003eNote: should you wish to claim CPD activity, the onus is on you. The London School of Economics and Political Science (LSE) and GetSmarter accept no responsibility, and cannot be held responsible, for the claiming or validation of hours or points.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"95:T706,\u003cp\u003eData, and the value it supplies, has become an invaluable business asset in today’s digital economy. Data monetization — converting data and analytics into financial gain — is now a crucial source of economic value for organizations across the globe.1\u003c/p\u003e\n\u003cp\u003eExplore how your organization can realize the full and future value of its data assets in the Data Monetization Strategy: Creating Value Through Data online short course from the MIT Sloan School of Management. Guided by renowned Faculty Director Dr. Barbara Wixom, you’ll learn to identify opportunities to create value from data to generate financial returns, drive process improvements, and leverage data-based insights to enrich products. In six weeks, you’ll gain a comprehensive understanding of data monetization using CISR-developed frameworks to empower you and your teams to strategically maximize value creation through data. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://cisr.mit.edu/publication/2024_1101_HighPerformanceDataMonetization_WixomBeathDuane\" target=\"_blank\"\u003eCISR\u003c/a\u003e (Accessed April 2026).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThe growing importance of data as a primary driver of business strategy, requires that data-driven business leaders elevate data and analytics strategies to advance a new vision of business problem-solving. This course is relevant to data-driven business leaders and analytics leaders intent on creating economic value from organizational data. People in these roles may include, but are not limited to, chief data officers, chief information officers, chief technology officers, and chief analytics officers. Technology, data, and information managers, not to mention non-tech leaders and business directors, will elevate any existing knowledge and benefit from the practical frameworks unpacked in the course.\u003c/p\u003e96:T66f,\u003cp\u003eIn a world that’s increasingly data-driven, organizations need professionals who can extract meaningful insights from data to make better business decisions. \u003c/p\u003e\n\u003cp\u003eOn the Data Science with Python online short course from the Un"])</script><script>self.__next_f.push([1,"iversity of Cape Town (UCT), you’ll have the opportunity to develop practical data science and analysis skills for use in everyday business scenarios. Over the course of eight weeks, you’ll cover widely applicable Python libraries and learn how these methods can be, and are, used in day-to-day business situations. \u003c/p\u003e\n\u003cp\u003eGain an introduction into statistical learning, which will provide a foundation on the mechanics of machine learning. You’ll explore supervised learning using tree-based models and neural networks, as well as unsupervised learning using K-means and hierarchical clustering. You’ll also learn about the process of revealing more robust patterns to ensure models are useful. \u003c/p\u003e\n\u003cp\u003eThis course is aimed at professionals who want to close any gaps they may have in their data science skills and knowledge. IT professionals who need to rapidly enhance their data science toolkit with demonstrable and practical skills would benefit from the technical nature of the content. Professionals working in a variety of industries will learn how to increase efficiencies and identify new opportunities for their organization with key data and programming skills. \u003c/p\u003e\n\u003cp\u003eThis course is technical in nature. It is strongly recommended that you have a basic understanding of mathematics, statistics, and at least one programming language if you wish to reap the full benefits of the course.\u003c/p\u003e97:T684,\u003cp\u003eWith more and more businesses relying on statistical analysis to drive decision-making, the ability to extract meaning from data has become a highly valued skill. Data analysts play a key role in helping business leaders make informed choices, distinguish between effective and ineffective practices, cut costs, and solve key problems — they are, therefore, an integral part of any successful organizational team.\u003c/p\u003e\n\u003cp\u003eThe Data Analysis online short course from the University of Cape Town (UCT) will introduce you to the fundamentals of data analysis and the broader potential of analytics in business. Over the course "])</script><script>self.__next_f.push([1,"of eight modules, you’ll learn how data is collected, stored, organized, analysed, and interpreted, and you’ll be given the chance to practice data analysis techniques on real-world data sets. Ultimately, you’ll walk away with practical skills that you can apply immediately in your organization to address specific business needs in the areas of finance, sales, marketing, operational management, and human resource management.\u003c/p\u003e\n\u003cp\u003eAnyone interested in moving into the realms of data science and analytics will find this UCT online short course useful. The content is geared towards those eager to update their skill sets to remain relevant, as well as established professionals looking to unlock new opportunities within or outside their current organizations. Data analysts, and others who already work with data, can add to existing certifications by learning how to better leverage numbers to achieve results and drive growth. Students will need access to Microsoft Excel to complete the practical components of the course.\u003c/p\u003e98:T92c,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe convergence of various fields, such as data mining, statistics, optimisation, and computing, has given rise to machine learning, which is rapidly gaining adoption across diverse industries. One of the key advantages of machine learning is its capability to handle large datasets and solve complex problems. From commercial applications like search engines and recommendation systems (think Netflix and Amazon) to financial institutions for predicting customer behaviour, compliance, risk, and algorithmic trading, machine learning is proving to be a game-changer.\u003c/p\u003e\n\u003cp\u003eIf you're looking to upskill in machine learning and its applications, the London School of Economics and Political Science (LSE) offers an eight-week online technical course that covers a comprehensive range of machine learning methods. Through practical case studies and hands-on exercises, you'll learn how to apply machine learning models to real-world problems and interpret the resulting predictions to make informed business decisions. The course is designed to help you build your expertise in modern business analytics and gain valuable insights into how machine learning is used today.\u003c/p\u003e\n\u003cp\u003eIf you are a mid to senior manager, data specialist, consultant, analyst, IT, or business professional looking to integrate machine learning techniques to improve data analytics in your organization, this online certificate course is designed for you. This course offers an in-depth exploration of core principles and machine learning methods, which will benefit those interested in practical applications. Whether you are looking to upskill, transition into a data science role, or improve your understanding of business applications of data science, this course will help develop and validate your practical machine learning skills and knowledge.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cstrong\u003ePrerequisites\u003c/strong\u003e\u003c/em\u003e  \u003c/p\u003e\n\u003cp\u003e\u003cem\u003eThis course is technical in nature. It makes use of coding in R and covers the application of machine learning in business. Some algebraic and calculus knowledge is strongly advised, but is not required. Training in tertiary-level statistics and knowledge of a functional or object-oriented language are advantageous. HTML is not considered a programming language in this context. No specific software is required for this online certificate course.\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"99:T70c,\u003cp\u003eThe ability to use data effectively is crucial to the success of most modern organizations. This includes optimizing processes using operational data, finding new customers through consumer data, and understanding the immediate business environment using competitor data. But it’s not enough to simply have data; nor is it enough to employ a team of analysts to sift through the multiple haystacks of raw information in search of a needle of insight. To effectively use data, organizations need professionals who are able to communicate and disseminate data-driven insights in order to properly guide decision making.\u003c/p\u003e\n\u003cp\u003eThe MIT Sloan Communicating Data Through Storytelling online short course teaches you how to construct stories from data that persuade, motivate, and inspire action. Discover how to tailor logically sound presentations for a variety of audiences, as well as understand the best practices for presenting data with clarity rather than complexity. In the program, you’ll delve into the TOP-T (topic, orientation, point, transition) framework, developed by MIT Sloan faculty to make complex data more understandable.\u003c/p\u003e\n\u003cp\u003eThis course is ideal for any professional who regularly presents data-driven insights, whether that role is technical or not. If you’re an analyst or analytics manager, the program will enhance your ability to communicate insights, particularly when presenting specialist information to general audiences. If you’re a manager, decision maker, or occupy a functional role, it equips you with the skills needed to tell a clear story with data that can be shared with key stakeholders in the organization. If you’re a consultant or entrepreneur, you’ll have the opportunity to learn practical techniques for persuading and influencing clients.\u003c/p\u003e9a:T4f1,\u003cp\u003eEngage with effective postsecondary education teaching methods in this online short course, inspired by the in-person seminar program currently offered by Harvard’s Derek Bok Center for Teaching and Learning. The Harvard Bo"])</script><script>self.__next_f.push([1,"k Higher Education Teaching Certificate gives you the opportunity to reflect on your practices, portfolio, and teaching journey in this field. You’ll be exposed to the most relevant research on how students learn, and discover how to apply this insight in your own teaching context. \u003c/p\u003e\n\u003cp\u003eStudy pedagogical approaches through the lens of the higher education environment, including student engagement and classroom management. Use this opportunity to investigate reflective teaching methods and update your skills by adopting a more conscious, collaborative, and refined approach to your third-level education teaching practice. \u003c/p\u003e\n\u003cp\u003eNo matter what stage you’re at in your academic career, being an effective educator is key to progression and promotion. This online short course is designed for professors, lecturers, researchers, academic staff, or aspiring higher education teachers interested in improving their teaching practice, classroom management, and ability to meaningfully develop the mindsets of their students.\u003c/p\u003e9b:T881,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe evolution of the modern workplace — including the rapid progression of technical and environmental disruption — has made the upskilling and reskilling of employees a vital concern for organizations worldwide. These changes have increased the need for learning opportunities that address the specific requirements of businesses. At the same time, it’s heightened the demand for those with the skills to create and implement engaging, effective learning material.\u003c/p\u003e\n\u003cp\u003eThe Instructional Design online short course from the University of Cape Town (UCT) gives you the tools to create effective learning experiences and embrace a new role as an agent of change. Gain a holistic understanding of the fundamental principles of instructional design, including content curation and using learning management platforms, with a focus on African and emerging-market contexts. On the course, you’ll learn to use incentivisation tactics, particularly gamification, to achieve learning goals. You’ll also explore the links between instructional design and organizational goals, and build a portfolio of transformative instructional design work that applies directly to your current context.\u003c/p\u003e\n\u003cp\u003eBy offering a holistic approach to instructional design, this course provides you with the tools to make an impact as an agent of change within your organization. The current importance of upskilling and reskilling means that this course also allows you to increase your organizational impact if you work in human resources (HR) or corporate training. If you’re a teacher or educator, you’ll get the opportunity to expand your career to new horizons and apply your skills to broad contexts. You’ll also have the opportunity to gain up-to-date insights into the latest developments and applications of instructional design. If you’re interested in a career in the fast-growing instructional design industry, this course offers you key skills and a portfolio of instructional design work for application in multiple contexts. Ultimately, you’ll gain the knowledge and practical tools needed to foster long-lasting, positive change through education and training.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"9c:T5e0,\u003cp\u003eAs a result of accelerated global change, the integration of technology and education has become increasingly widespread. To excel in a modern classroom setting and the fast-evolving pedagogical landscape, educators need to adapt to new teaching and learning approaches to provide their students with an enhanced experience. \u003c/p\u003e\n\u003cp\u003eDiscover how to incorporate technology into your classroom activities, lesson plans, and teaching strategies on the Teaching With Technology online short course from the University of Cape Town (UCT). Guided by industry expert and associate professor Joanne Hardman, you’ll discover the history of technology as a teaching aid and develop the ability to initiate a pedagogical transformation using technology in your environment. \u003c/p\u003e\n\u003cp\u003eExplore highly practical and theoretical applications as you gain the tools you need to deliver excellent education to your students at every educational phase. Apply these learnings, not only in times of disruption, but throughout your career.\u003c/p\u003e\n\u003cp\u003eThe course is aimed at educators who are looking to improve their teaching skills and enhance the quality of the education they provide. Teachers and trainers interested in deploying technology and new pedagogical techniques into their teaching style will benefit from gaining the tools to build practical lesson plans and strategies. The flexible format of weekly modules and deadlines allows educators the opportunity to update their competencies around a busy schedule.\u003c/p\u003e9d:T4e4,\u003cp\u003eIn 2025, global PE deal value rose to $2.21 trillion (the second-highest on record), a 22.9% year-on-year increase from 2024.1\u003c/p\u003e\n\u003cp\u003eHowever, the techniques are specific to the sector and a nuanced understanding of the processes, terminology, and legal frameworks is essential for anyone looking to operate within it. \u003c/p\u003e\n\u003cp\u003eThis Oxford Private Markets Investments Programme will help you build on your existing financial industry experience to broaden your knowledge of this niche sector. \u003c/p\u003e\n\u003cp\u003eGain access and insight i"])</script><script>self.__next_f.push([1,"nto the world of private markets, and learn the necessary skills to capitalize on new opportunities. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.moonfare.com/blog/private-equity-2025-review\" target=\"_blank\"\u003e Moonfare\u003c/a\u003e (Accessed May 2026).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course is designed for finance professionals looking to take advantage of career opportunities in the emerging private market sector and upskill in order to remain competitive in the industry. If you’re a banker, investor, fund manager, analyst, trader, accountant, consultant, regulator or business journalist, you’ll benefit by broadening your knowledge of this niche but growing area of finance, and gain entry into the highly specialized world of private markets.\u003c/p\u003e9e:T60a,\u003cp\u003eTo effectively drive organizational success, business leaders and managers across functions require a firm grasp of finance. It’s a key component to understanding how an organization operates, and these professionals need to be commercially-minded to participate in financial discussions and decision making. \u003c/p\u003e\n\u003cp\u003eThe Managerial Finance online certificate course from London School of Economics and Political Science (LSE) equips you with a practical grounding in modern finance. Over the course of six short weeks, you’ll develop the tools to understand corporate finance, financial statements and reports, and fundamentals such as the time value of money. You’ll also learn how to apply these to your business context through forecasting methods, project evaluation, realistic performance plans, and the monitoring of financial outcomes. Increase your managerial impact with stronger financial insight, and make more informed contributions to organizational discussions and decisions. \u003c/p\u003e\n\u003cp\u003eAs employees are promoted to more senior positions or management, these new roles often call for greater financial accountability. This online certificate course focuses on providing vital corporate finance knowledge and skills to non-financial managers, and is geared towards anyone in a managerial or leader"])</script><script>self.__next_f.push([1,"ship position – as well as those aspiring towards one. You’ll develop your commercial acumen, as well as a practical understanding of the dynamic between a company's finances and its non-financial departments and projects.\u003c/p\u003e9f:T48a,\u003cp\u003eMaking informed investment decisions in commercial real estate hinges on understanding micro and macroeconomic theories and frameworks, and using practical financial analysis tools. The Commercial Real Estate Analysis and Investment online short course from the MIT School of Architecture and Planning (SA+P) draws on real-world examples of real estate investment and development projects, with a focus on unique tools, terms, and theories that have been pioneered and developed by the Faculty Director, David Geltner. On completion of this course, you’ll be armed with the skills needed for real estate valuation, investment analysis, and decision making, and you’ll earn an MIT SA+P digital certificate, validating your newfound real estate finance and development knowledge.\u003c/p\u003e\n\u003cp\u003eThis online short course is geared toward finance, property investment, and real estate professionals who want to understand how to apply financial tools to analyze the commercial real estate market and make informed investment decisions. This program has a technical focus, and previous financial or real estate investment experience will significantly benefit you.\u003c/p\u003ea0:T851,"])</script><script>self.__next_f.push([1,"\u003cp\u003eWhile algorithmic trading has been around for a long time, the rise of machine learning and artificial intelligence (AI) has substantially accelerated its course of development. This allows trading algorithms to find market efficiencies and better recognize profitable patterns of their own accord, making trades at a very high frequency. The performance of these algorithms, therefore, often exceeds those of professional traders and financial advisers. \u003c/p\u003e\n\u003cp\u003eThe Oxford Algorithmic Trading Programme from Saïd Business School, University of Oxford, equips you with a comprehensive understanding of the rules that drive successful algorithmic trading strategies and hedge funds, as well as a grounded introduction to financial theory and behavioral finance. Over the course of six weeks, you’ll learn four principles established by Programme Director Nir Vulkan to guide you through the process of evaluating an algorithmic trading model. You’ll also discover what biases are present in the market and how these behavioral traits create exploitable patterns. On completion, you’ll have the ability to assess whether a trading model or fund is worth investing in. \u003c/p\u003e\n\u003cp\u003eThis programme is aimed at working professionals in the trading and investment space or those not currently familiar with the algorithmic trading platform. It will be of value to anyone interested in hearing from industry leaders and top academics on the key issues facing algorithmic systematic traders. The programme will also interest professionals looking to learn about the predicted impact of AI and automation on the course of financial trading’s future. Private and part-time traders who wish to improve their trading abilities and experiment with algorithmic trading models will also benefit from the programme. This non-technical programme features optional activities for participants interested in engaging in the technical side of algorithmic trading by discovering how to build a model using Python. These activities are entirely voluntary and run through an integrated development environment. No extra software is required.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"a1:T756,\u003cp\u003eDespite the myriad market shocks of the past two decades, real estate has remained an in-demand and often lucrative investment option. However, many interested in the property market feel unequipped to navigate its challenges or seize its opportunities. To invest strategically, professionals need a solid foundation in the concepts, principles, and analytical methods involved in valuing and financing a property. \u003c/p\u003e\n\u003cp\u003eIn the Real Estate Finance and Investment online program from Kellogg Executive Education at Northwestern University, you’ll unpack the key factors needed to make effective investment decisions. Over the course of six weeks, you’ll examine the process of acquiring a profit-generating property, including valuing it, financing it, and measuring the impact of the tax laws governing it. You’ll also learn how to actively forecast expected cash flow and avoid common investment mistakes and risks. Each module includes a practical, real-world case study — designed specifically by an industry expert to consolidate learnings — giving you the confidence to execute effective investment decisions by the program’s end. \u003c/p\u003e\n\u003cp\u003eThis program is designed for any professionals interested in real estate investment who want to develop their knowledge of financing, valuation, and investing techniques. Chief among these are senior executives and investors operating in the real estate industry who are seeking to gain new insights, drive decision-making, and avoid common pitfalls. Real estate professionals such as advisers, analysts, consultants, and managers will also find value in the program’s exploration of key principles and analytical methods. All students will gain the practical skills and the confidence to accurately determine the potential return on a real estate investment, whether in their professional or personal capacity.\u003c/p\u003ea2:T616,\u003cp\u003eWith widespread transformation and infrastructure development on the agenda, the construction sector in sub-Saharan Africa is rich with potential. Succ"])</script><script>self.__next_f.push([1,"ess in this field requires sound planning, management, and coordination skills. \u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Construction Management online short course is designed to equip you with the practical skills to navigate the day-to-day management of both large- and small-scale construction projects. During this eight-week course, you’ll learn how to handle client relationships, address stakeholder needs, analyze health and safety risks, evaluate environmental considerations, and manage time and cost constraints. You’ll also gain a holistic understanding of the South African construction industry and the economic factors influencing it. \u003c/p\u003e\n\u003cp\u003eEnjoy expert instruction, and walk away knowing that you’ve completed South Africa’s only online, university-accredited construction management short course. \u003c/p\u003e\n\u003cp\u003eThis online short course is suited to those looking for a pragmatic overview of construction management principles and best practices. The content is designed for both established construction industry professionals eager to formalize their knowledge and those who are new to the field. Site managers, contractors, safety officers, quantity surveyors, and junior architects may also find it beneficial. The course prioritizes problem-based learning and uses real-world case studies and practical exercises to prepare students for the South African building industry.\u003c/p\u003ea3:T82f,"])</script><script>self.__next_f.push([1,"\u003cp\u003eEnvironmental, social, and governance (ESG) issues continue to gain momentum. But achieving targets like a net zero economy and equality will need the support of financial services.1 What’s more, companies have realized that integrating ESG criteria into business decisions goes beyond simply being more sustainable — it’s profitable too. \u003c/p\u003e\n\u003cp\u003eThe Sustainable Finance and Investment online program from the Yale School of Management Executive Education examines the ESG ecosystem: the terminology, activity, drivers, and participants. With this industry road map, you’ll become equipped to understand the core of sustainable finance systems with the skills to accelerate this shift in business. You’ll examine the challenges and opportunities of ESG data within the context of investment decision-making; explore its integration in asset-pricing models, portfolio management, and investment products; and learn how it can be used to determine investment strategies. The program features real-time data, gamified investment role playing, and interviews with a multitude of industry experts, giving you the practical skills, insights, and metrics to drive sustainable financial performance and investment strategies in your organization or career. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.ey.com/en_za/financial-services/how-can-sustainable-finance-support-the-road-to-net-zero\" target=\"_blank\"\u003e EY\u003c/a\u003e (Jan, 2021).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis program has been designed for business leaders and professionals in strategic roles who are aiming to make more informed, sustainable investment decisions. It will be beneficial to individuals from a wide range of industries, including investment, asset management, and banking. They’ll gain the skills to accelerate the transformation towards sustainable finance in their organizations, and learn to better report on sustainable investment returns. Consultants working in sustainability and project execution, as well as public policy professionals, will similarly gain insight into the ESG data and metrics that help shape sustainable investments.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"a4:T661,\u003cp\u003eIn recent years, the FinTech landscape has been defined by disruptive digital technology transforming banking and financial services. Since then, FinTech companies have successfully filled gaps left by existing financial institutions to serve customers’ evolving needs. The industry is now defined by innovation drivers, moving beyond disruption and towards widely adopted technology. \u003c/p\u003e\n\u003cp\u003eThis online short course offers an up-to-date look into the maturing FinTech industry. It provides expert guidance and insight into the shifting nature of the financial sector and a holistic understanding of the technologies and innovations set to shape the future of finance and business. Utilizing innovative pedagogical approaches pioneered by the Harvard Business School (HBS), this course adapts the Case Method Approach used in on-campus programs at HBS for online study, presenting real-life challenges that reflect the complex, dynamic nature of the FinTech landscape. Equip yourself with the knowledge to tackle transformative initiatives within the financial technology sector, and earn a premier certificate from Harvard’s Office of the Vice Provost for Advances in Learning (VPAL), in association with HarvardX. \u003c/p\u003e\n\u003cp\u003eThis online course is designed for business decision makers, financial professionals, and senior management professionals to better contextualize, interpret, and respond to the transformed financial services industry. It will benefit anyone within the financial technology and innovation space, particularly those wanting to adopt the creative methods and strategic approaches used within FinTech.\u003c/p\u003ea5:T699,\u003cp\u003e\u003cstrong\u003eDuration\u003c/strong\u003e : 8 weeks (excluding orientation)  \u003c/p\u003e\n\u003cp\u003eWhile blockchain and cryptocurrencies have emerged as powerful and disruptive technological forces, their decentralized nature has created novel challenges for traditional financial authorities and regulators. However, cryptocurrencies also bring opportunities; leveraging blockchain technologies, they provide new digital path"])</script><script>self.__next_f.push([1,"ways in the global finance system.\u003c/p\u003e\n\u003cp\u003eIn the Blockchain and Crypto Applications: From Decentralized Finance to Web 3 online short course, you’ll gain a sound understanding of the future of blockchain technology and the possibilities that lie ahead for crypto. From finance to the metaverse, you’ll explore the evolution of the tumultuous and dynamic crypto space as experienced by a range of MIT Sloan School of Management faculty and experts in the field. This includes some of the major trends that characterize new crypto waves and advancements. You’ll also explore the dichotomy of public opinion regarding cryptotechnologies, and the rapidly evolving legal and policy landscape.\u003c/p\u003e\n\u003cp\u003eThis program is ideally suited to experienced professionals and leaders interested in discerning hype from reality and capitalizing on real opportunities in cryptocurrency and blockchain. Whether to improve in their current role, enhance their skill set, or embark on a new career path, participants will benefit from the experts’ balanced take on the crypto space. Additionally, those ready to invest in and start their own blockchain or crypto venture will learn how to create a primer for an early stage project idea while considering technical, market, and regulatory challenges.\u003c/p\u003ea6:T5b2,\u003cp\u003eBlockchain technology has the potential to fundamentally change the way business is conducted, and to transform the foundations of our economic and social systems. The Blockchain Technologies: Business Innovation and Application online short course from the MIT Sloan School of Management draws on the work of leading MIT faculty and cryptoeconomics expert Christian Catalini, and examines blockchain technology from an economic perspective. \u003c/p\u003e\n\u003cp\u003eWith a focus on its organizational opportunities and limitations, the program will equip you with the tools to leverage blockchain technology to drive innovation and efficiency in your company. On completion, you’ll be able to implement a blockchain-based solution to address a business problem "])</script><script>self.__next_f.push([1,"within your own context.\u003c/p\u003e\n\u003cp\u003eThis course is not technical, but rather focuses on the applications of blockchain technology for business. It’s geared toward leaders and managers seeking a deeper understanding of the impact of blockchain technologies in an economic environment, and to identify areas for implementation in their organization. \u003c/p\u003e\n\u003cp\u003eThis program also counts toward an MIT Sloan Executive Certificate, which you can earn upon completion of four programs where at least three of the four come from your chosen certificate track and at least one is completed in person. Find full details \u003ca href=\"https://exec.mit.edu/s/certificate-programs/earn-a-certificate\" target=\"_blank\"\u003ehere\u003c/a\u003e.\u003c/p\u003ea7:T8b1,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe US healthcare system wastes billions of dollars annually as a result of administrative inefficiencies.1 In light of this, there’s an increasing demand for clinicians and health-services managers who understand the operational and economic impact of their everyday business decisions.2\u003c/p\u003e\n\u003cp\u003eThe eight-week Healthcare Management online program from the Yale School of Management Executive Education will give you a grounding in the business principles and organizational practices that underpin the modern healthcare system. \u003c/p\u003e\n\u003cp\u003eThroughout the program, you’ll gain practical health administration and operational skills to help you manage finances, maximize throughput, optimize patient care, and ultimately become a more effective leader. \u003c/p\u003e\n\u003cp\u003eWith a unique, integrated curriculum and specific industry case studies that shed light on the US healthcare system, you’ll find actionable insights applicable to your own context. Sharpen your healthcare-management skills, gain the tools to drive change in your organization, and earn a certificate of participation online from the Yale SOM Executive Education. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://jamanetwork.com/journals/jama/article-abstract/2752664?guestAccessKey=bf8f9802-be69-4224-a67f-42bf2c53e027\u0026utm_source=For_The_Media\u0026utm_medium=referral\u0026utm_campaign=ftm_links\u0026utm_content=tfl\u0026utm_term=100719\" target=\"_blank\"\u003e JAMA Network\u003c/a\u003e (Oct, 2019).\u003cbr /\u003e\n2\u003ca href=\"https://www.bls.gov/ooh/management/medical-and-health-services-managers.htm\" target=\"_blank\"\u003e Bureau of Labor Statistics\u003c/a\u003e (Jun, 2021).\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis program is aimed at both medical and non-medical professionals who are looking to gain a fundamental understanding of business and organizational principles, and their application in healthcare.\u003c/p\u003e\n\u003cp\u003eIt’s ideal for medical professionals who currently manage or aim to run their own private practices, and who require the financial and managerial skills to do so, or for those who are looking to transition into a more administrative or senior role within healthcare. Physicians, registered nurses, surgeons, and allied health professionals will also benefit from this introduction to the essentials of health-services administration.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"a8:T6ab,\u003cp\u003eThe South African Occupational Health and Safety Act stipulates that all local companies with more than 20 employees must have health and safety measures in place. However, many businesses don’t fully understand their legal responsibilities or know where to start when it comes to health and safety management in the workplace. For this reason, occupational health and safety (OHS) officers are an indispensable part of any organization. \u003c/p\u003e\n\u003cp\u003eThe Occupational Health and Safety online short course from the University of Cape Town (UCT) will equip you with the skills to ensure legal compliance and create a safe, productive working environment for employees. You’ll learn how to conduct risk assessments, effectively manage workplace hazards and stressors, compile an investigative report, and oversee OHS training at your organization. Ultimately, you’ll leave with knowledge that can be applied across corporate and industrial settings, and a certificate validating your competencies in occupational health and safety.\u003c/p\u003e\n\u003cp\u003eThose looking to advance their career prospects and take a lead on OHS matters at their companies will likely find this course beneficial. It’s suitable for both professionals looking to break into the field, and those who already have experience in occupational health and safety and want to build on an existing qualification. The content of this Saiosh-accredited online course is also ideal for business leaders who want to ensure employee safety and satisfaction, and guarantee compliance with legislation. The online learning approach builds in both structure and flexibility, and students will receive support from tutors throughout the 10-week journey.\u003c/p\u003ea9:T800,\u003cp\u003eIt’s well known that childhood plays a significant role in the shaping of physically and mentally healthy adults. Positive social, environmental, and behavioral factors can contribute towards a child thriving in later life. However, not all children are the same: each requires a unique approach, and it’s imperative t"])</script><script>self.__next_f.push([1,"hat the role of individual identity development within supportive environments is recognized. \u003c/p\u003e\n\u003cp\u003eStudy child psychology from this important perspective in the Child Development: Behavior and Mental Health online short course, designed by child development experts from Stanford Medicine. By capitalizing on each child’s personal interests and motivations, you'll learn to create a space that fosters positive interactions and optimal learning. Over the course of six weeks, you’ll look at practical, science-based approaches to encourage a child’s innate learning abilities, and positive behavioral discipline techniques to prevent and address children acting out. You’ll also explore the impact of parenting and grasp the importance of a child’s social connection with adults and peers. Lastly, the course examines the steps you can take to support a child’s mental health, in order to help them develop in a healthy and happy way.\u003c/p\u003e\n\u003cp\u003eProfessionals who engage with children, either in educational or healthcare contexts, will benefit from this practical, science-informed online course. These individuals will gain the techniques and knowledge to better support a child’s development while working in roles within the medical or healthcare industry, such as physicians, pediatric specialists, therapists, and social workers. Those within child-related occupations, including teachers, parents, caregivers, and school counselors, will have the opportunity to study positive child-rearing approaches and key developmental milestones. All learners will walk away with a clear, in-depth understanding of how to support and encourage a child as they develop — socially, emotionally, and physically.\u003c/p\u003eaa:T797,\u003cp\u003eCRISPR shares the same space as blockchain and IoT payments as one of the most disruptive innovations of recent years. This gene-editing tool has already impacted industries such as biofuel, agriculture, and healthcare, with its global market potential growing exponentially.\u003c/p\u003e\n\u003cp\u003eThe CRISPR: Gene-editing Applic"])</script><script>self.__next_f.push([1,"ations online short course from Harvard's Office of the Vice Provost for Advances in Learning (VPAL), in association with HarvardX, provides you with a comprehensive understanding of the CRISPR Cas9 gene-editing technology, its vast applications, and the market opportunities that genetic engineering presents. With a specific industry focus and through real-world case studies, you’ll explore the applications of CRISPR in biotechnology and how it will assist the development of disease-resistant cultivars, improve food yields, and allow biofuels to become a viable alternative energy source. You’ll analyze the possibilities of curing inherited genetic disorders, treating infectious diseases, and advancing the fight against cancer. Equipped with industry insight into the ethical implications of gene-editing, this course will give you a holistic understanding of the CRISPR landscape and its future potential. \u003c/p\u003e\n\u003cp\u003eThis is not a technical course and no lab skills or prior knowledge of genetic engineering is required to participate. This course gives a comprehensive overview of the CRISPR DNA editing landscape for investors or entrepreneurs looking for the knowledge needed to make strategic business decisions about this disruptive technology. Those working in biotechnology or pharmaceutical product development, sales, or manufacturing will also find value as the content explores the future applications of CRISPR across the economy. Professionals involved in policy and law can also benefit from building a greater understanding of the ethical considerations regarding CRISPR and genetic modification.\u003c/p\u003eab:T8da,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe ultimate purpose of any healthcare system is to provide high-quality patient care and promote population health and wellness. These intricate systems rely on a resilient network of medical workforces and caregivers. But in today’s increasingly volatile, uncertain, complex, and ambiguous (VUCA) world, rigid traditional leadership methods that hinge on hierarchical structures are no longer going to cut it. Mindful, self-reflective, and adaptive approaches to leading teams are imperative to supporting those who shoulder society’s critical medical functions.\u003c/p\u003e\n\u003cp\u003eDiscover what makes an outstanding leader in the healthcare sector – and develop a practical toolkit to become one – in the Healthcare Leadership online program from the Rotman School of Management at University of Toronto with faculty from the Institute of Health Policy, Management and Evaluation at the Dalla Lana School of Public Health.\u003c/p\u003e\n\u003cp\u003eOver six weeks online, you’ll gain a deeper understanding of how emotional intelligence can translate into leadership performance and organizational change. You’ll improve your ability to lead with impact and influence, while encouraging high-functioning teams in a stressful and complex environment. You’ll leave the program with your own leadership development action plan based on your current context to ensure your growth isn’t temporary, but an important part of your ongoing professional journey.\u003c/p\u003e\n\u003cp\u003eWith a focus on frameworks designed to enhance leadership performance in the dynamic medical and clinical industries, this program will prove useful to current and future healthcare professionals. If you’re a general practitioner, physician, nurse, surgeon, or allied health professional, this program will provide you with a practical, strategic toolkit. If you’re a non-medical professional facing new challenges and volatility in the healthcare space, the program’s content will equip you with the skills and insights to respond to such change while developing your unique leadership style. The competencies gained in this program – including change leadership, collaboration, self-awareness, team leadership, and innovative thinking – are broadly applicable to all leadership levels in healthcare.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"ac:T617,\u003cp\u003eThe greatest challenge to effectively managing and improving healthcare delivery isn’t availability, but access. Join a global health community in this online short course from Harvard's Office of the Vice Provost for Advances in Learning (VPAL), in association with HarvardX, as you analyze the influence that power and social structures have in shaping disease response. Through real-world case studies, you’ll investigate international approaches to fighting Ebola, HIV/AIDS, and MDR-TB, and understand the burden of mental health. You’ll evaluate how ideologies, problem framing, and the choice of metrics shape health policy. \u003c/p\u003e\n\u003cp\u003eWith guidance from expert university faculty, you’ll design your own global health intervention for actual implementation across public and private settings. Over the course of 10 weeks online, this program will also equip you with the managerial and soft skills to complement your medical knowledge, and you’ll ultimately leave with a premier certificate from Harvard’s VPAL, in association with HarvardX.\u003c/p\u003e\n\u003cp\u003eThis online short course is for anyone with a passion for healthcare innovation who is looking for solutions to better serve their communities. This includes professional clinicians and public health practitioners as well as established global health leaders such as advisors, policymakers, and government officials. This program would also be relevant for investors and donors of global health initiatives, or those working in a multilateral organization, bilateral agency, NPO, or NGO.\u003c/p\u003ead:T5ba,\u003cp\u003eShrinking margins and rising costs are driving public and private health systems to improve operational efficiencies and reduce expenses. Rigorous financial management could help to improve care provision and combat unnecessary spending.\u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eModelling Cost-Effectiveness in Healthcare\u003c/strong\u003e online certificate course from LSE equips you with marketable skills in cost-effectiveness modeling. This technical course has been designed by faculty and exper"])</script><script>self.__next_f.push([1,"ts from the Department of Health Policy at LSE who have a solid grounding in fundamental policy and economic skills, and the knowledge and expertise to apprehend global health challenges. Over eight weeks, you’ll explore cost-effectiveness modeling techniques and discover methods of sourcing quality data. Throughout the course, you’ll learn how to conceptualize a model, inform resource allocation decisions, and analyze a cost-effectiveness study.\u003c/p\u003e\n\u003cp\u003eThis course is suited to both health and finance professionals who deal with modeling costs in the healthcare sector. Health administrators and medical workers will learn how to better budget, assign, and prioritize resources. They’ll also benefit from enhancing their decision-making and resource allocation skills. Finance and insurance professionals will learn how to get the most out of their health products or services budgets, and will benefit from gaining insight into product pricing and R\u0026amp;D resource allocation.\u003c/p\u003eae:T65f,\u003cp\u003eAt some point in their careers, professionals in management roles are likely to require external support to better tackle challenges or boost productivity. Executive coaches specialize in offering such support, and because they help leaders to perform better, they can ultimately impact organizational performance as a whole.\u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Executive and Management Coaching online short course aims to familiarize you with key coaching philosophies and methodologies, and to empower you with the expertise to manage professional coaching relationships. You’ll acquire the knowledge to facilitate the various stages of the coaching process, and you’ll learn how to leverage technology to effectively coach clients in the digital age. Over 12 weeks, you’ll have the opportunity to observe five coaching meetings and conduct your own programme with an assigned partner. These required practical sessions will help you develop coaching competencies, and offer you a platform from which to grow in confidence and ski"])</script><script>self.__next_f.push([1,"ll. \u003c/p\u003e\n\u003cp\u003eAnyone interested in coaching as a profession may find this course beneficial. It’s designed for both existing executive coaches who want to further develop their brand, and professionals aspiring to become an internal business coach or external coaching consultant. It’s also suited to human resource professionals, department heads, and team leaders eager to enhance their ability to guide and support staff members. While the focus of this course is on executive coaching, it will likely be of value to anyone considering a career in the broader coaching field.\u003c/p\u003eaf:T764,\u003cp\u003eToday’s human resource (HR) function faces continuous evolution due to technological advances and an influx of data. HR now plays a critical role in ensuring that an organization's digital transformation not only considers technology, but the impact on employee experience, performance, and satisfaction as well. To drive business success, professionals in this industry need to transform their approach and develop the HR skills of the future. \u003c/p\u003e\n\u003cp\u003eGain the in-depth knowledge needed to lead adoption on the Digital Transformation in HR online certificate course from the London School of Economics and Political Science (LSE). Over eight weeks, you’ll develop a holistic overview of the key trends and methods for strategically implementing digital HR into your business to drive performance. Guided by industry leaders and expert LSE faculty, you’ll explore effective digital HR adoption and utilization strategies. You’ll also discover how to use a range of digital HR tools to enhance the management and productivity of your workforce. Learn how to use data and technology to enhance the capabilities of your HR function, and make more informed workforce and business decisions.\u003c/p\u003e\n\u003cp\u003eMiddle to senior HR professionals and managers, who focus on organizational performance, will benefit from the insights of digital human resource management (HRM) and people analytics presented on this course. Those at an executive level, who want to "])</script><script>self.__next_f.push([1,"upskill or reskill, will gain the knowledge to introduce technology and analytics into their portfolio. For those already working as data scientists or analytics professionals, the course provides oversight of people analytics and HR knowledge in order to broaden your skills. Graduates of HR programmes that didn’t cover digital or analytics training, could enhance their knowledge in digital HR to specialize or remain relevant.\u003c/p\u003eb0:T5a7,\u003cp\u003eEmployees are the lifeblood of an organization. Consequently, how staff members are selected, managed, motivated, and trained can have a significant impact on a business’s bottom line. As the professionals tasked with overseeing a company’s workforce, human resource managers are widely recognizsed as a vital cog in the broader business machine.\u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Human Resource (HR) Management online short course is designed to develop your ability to efficiently manage people. Taking a highly practical approach, the course equips you with the latest HR management knowledge, focusing on employment legislation, recruitment, performance management, and employee well-being. It aims to teach you practical skills that you can apply immediately to improve your practice. \u003c/p\u003e\n\u003cp\u003eGuided by a dedicated head tutor and support team, you’ll learn how to use strategic HR management to help your organization move closer to its goals.\u003c/p\u003e\n\u003cp\u003eThis course is suitable for professionals who want to learn how to practically implement effective HR management strategies and plans in any industry or organization. The content is especially suited to current and aspiring HR administrators, talent managers, training and development professionals, and team leaders. In addition, it’s likely to be beneficial for small business owners and entrepreneurs looking to improve their ability to recruit and manage personnel.\u003c/p\u003eb1:T7f6,\u003cp\u003eResearch has shown that there exists a strong link between employee engagement and performance.1 However, ensuring your employees remain engaged i"])</script><script>self.__next_f.push([1,"s challenging in a work environment that is increasingly online and flexible. Navigating these challenges requires managers who are able to effectively motivate, inspire, and ultimately engage those who report to them. \u003c/p\u003e\n\u003cp\u003eThe Managing People and Teams online certificate course from the London School of Economics and Political Science (LSE) teaches you to engage effectively with employees to motivate and inspire performance. On it, you’ll gain insights into managing flexible schedules and remote teams, and learn to promote diversity and employee well-being while guiding talent and driving retention through development. Take this expert-led opportunity to reflect on your leadership style and its impact on your team, as well as your own management abilities. You’ll also have the chance to draw on the expertise of LSE’s Department of Management, home to world-class education and research in business and management. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.gallup.com/workplace/285674/improve-employee-engagement-workplace.aspx?g_source=link_WWWV9\u0026g_medium=speedbump\" target=\"_blank\"\u003e Gallup\u003c/a\u003e (Nd). Accessed May 2026.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course's focus on broadly applicable management tools makes it beneficial for a wide range of roles and industries. If you’re an experienced manager, you’ll gain insights into motivating your team in any situation, including virtual environments. New managers, meanwhile, will learn the underlying motivations you can use to inspire your employees and drive performance. If you’re an aspiring manager, this course will provide you with a toolkit to navigate the modern organisation, while laying the groundwork for future leadership roles. For those working in human resources, this course offers tools you can use in your day-to-day management work, while giving you the confidence to advise other managers in their operations.\u003c/p\u003eb2:T47e,\u003cp\u003eAmid rapidly changing times, more and more businesses are recognizing the importance of investing in staff’s professional development to both impr"])</script><script>self.__next_f.push([1,"ove employee engagement and ensure that the company remains competitive. Consequently, those tasked with managing the upskilling and reskilling of personnel play a key part in sustaining business success.\u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Training and Development Management online short course provides an overview of current trends, techniques, and practices in the talent development field. It’s designed to teach you the skills you need to identify your workplace’s training needs, plan and implement effective programmes, and support successful adult learning to drive broader organizational change. \u003c/p\u003e\n\u003cp\u003eWith its pointed focus on employee learning and development, this course is ideal for managers, human resource professionals, and training practitioners who want to improve their ability to contribute in their current role. It’s equally suited to those looking to shift career focus and gain up-to-date knowledge to move into a talent development and training function.\u003c/p\u003eb3:T839,"])</script><script>self.__next_f.push([1,"\u003cp\u003eCyberattacks and threats are no longer a case of if, but rather when. Cybercriminals can use phishing emails to gain passwords and credit card details, install malware that disrupts or destroys a computer network, or even use ransomware to hold information hostage. What can you do to protect your business? The Cybersecurity: Managing Risk in the Information Age online short course from Harvard’s Office of the Vice Provost for Advances in Learning (VPAL), in association with HarvardX, offers an in-depth exploration of this complex landscape. This course will help you grow your ability to guard the integrity and confidentiality of your company’s digital information. You’ll learn how to identify and manage operational, litigation, and reputational risk. As you progress through the program, you’ll gain the tools and confidence to conduct vulnerability assessments and locate weaknesses within your organization’s networks, systems, and data, and develop strategies for responding to a cyberattack.Cybersecurity isn’t an IT or tech department responsibility, it’s an organization-wide imperative. That’s why this cybersecurity course is aimed at business leaders and executives, as well as specialists in web security, security administration, or information security roles. In fact, it’s for any professional who wants to understand the full implications of a cyber breach, and have the skills to communicate this to their company and stakeholders. The C-suite or senior management team will learn how to lead their organization in a time of rapidly increasing cyber risk. These leaders will also gain insight into setting an appropriate budget that allows the experts to prepare for and mitigate cyberattacks. This program is also suitably in-depth for cybersecurity professionals – risk analysts, technology specialists, and information security professionals. It unpacks the most common types of cyberattacks, provides strategies for protecting an organization from a threat and its associated risks, and will help professionals develop and lead a cybersecurity plan.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"b4:T966,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIn today’s fast-paced world, businesses that fail to leverage technology and adapt to changing conditions are less likely to reach their objectives. This has led to a greater demand for professionals who can identify the need for change and facilitate the design and implementation of process solutions. Additionally, business systems analysts play a vital role in bridging IT and leadership teams by guiding management toward understanding technical solutions, and equipping IT professionals to identify organisational goals.\u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Business Systems Analysis online short course explores how a variety of business systems analysis theories can be used to examine existing processes and implement change in a practical, effective way. Gain the skills to leverage IT business systems and technological tools as an analyst, and impact your organisation’s overall success and efficiency. Over the course of 10 weeks, you’ll learn the fundamentals of business systems analysis, identify system requirements, and translate these into project specifications and user-friendly solutions that support the strategic objectives of a business.\u003c/p\u003e\n\u003cp\u003eThis course is suitable for individuals who are new to business systems analysis as well as experienced employees who would like to formalise their expertise and keep their skills current in a competitive environment. Established IT professionals and business systems analysts will be able to sharpen their tool kit and earn a certificate of completion online from Africa’s leading university.1 Additionally, those individuals who are outside of the field but eager to leverage technical and business-oriented strategies to transform the way their company operates will find this course especially valuable. \u003c/p\u003e\n\u003cp\u003eThrough this course, professionals can enable career development by building practical techniques such as data modelling to design IT systems, data analysis to understand vital trends, and stakeholder communication to align and achieve business objectives. \u003c/p\u003e\n\u003cp\u003eThere are no formal prerequisites for this course, and the flexible online learning framework ensures that students are adequately supported to complete their studies on a part-time basis. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.topuniversities.com/world-university-rankings\" target=\"_blank\"\u003e QS Top Universities\u003c/a\u003e (Accessed May 2026).\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"b5:T85d,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAs the digital environment expands, methods behind cyberattacks become increasingly sophisticated, and the threats themselves take on new forms. Consumers are exceedingly conscientious about the protection of their shared data. And leading companies are learning that preserving trust is integral to customer experience, and a potent tool for strengthening their competitive advantage. In fact, many outperforming organizations distinguish themselves by sharpening their operational and strategic efforts in one specific area: cybersecurity.1\u003c/p\u003e\n\u003cp\u003eThe Institute for Management Development (IMD) Cybersecurity Risk and Strategy online program takes a practical, non-technical approach to help you understand and navigate the evolving cybersecurity landscape. Over five weeks, you’ll gain the tools to effectively leverage current data protection regulations and build on the security systems you already have in place. Guided by industry experts, you’ll explore the future of cybersecurity in relation to the mainstream adoption of artificial intelligence (AI) and the internet of things (IoT). Finally, you’ll evaluate whether your organization is prepared for what's to come and develop an action plan to identify, prepare for, and respond to various cyberthreats. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003e1\u003ca href=\"https://www.ibm.com/thought-leadership/institute-business-value/report/ceo\" target=\"_blank\"\u003e _IBM\u003c/em\u003e\u003c/a\u003e \u003cem\u003e(2021).\u003c/em\u003e \u003cbr /\u003e\n_\u003c/p\u003e\n\u003cp\u003eThis program expands on basic cybersecurity concepts and practices to explore senior-level planning and decision-making. As a result, it’s ideally suited to those who have an interest in the connection between business value and cybersecurity management, whether they have technical experience or not. Business leaders who are tasked with promoting greater security awareness, or non-technical executives who recognize the importance of prioritizing security, will gain insight into the operational realities of cybersecurity implementation strategies. Additionally, people in management positions will learn to motivate for the adoption of better cybersecurity strategies in their organizations.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"b6:T59f,\u003cp\u003eThe digital age has revolutionized the way that organizations do business. Unfortunately, however, it has also exposed companies, and their customers, to many new risks. With cyberattacks now a real threat in Africa and beyond, there’s a need across industries for professionals with the skills to address online security vulnerabilities.\u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Fundamentals of Cybersecurity online short course introduces you to the key elements of cybersecurity management, from both a South African and international perspective. Learn to become the defender of sensitive company data and learn how to make sound decisions to support your organization in both thwarting attacks and responding appropriately to incidents.\u003c/p\u003e\n\u003cp\u003eThis course is beneficial for employees at all levels, both technical and managerial, who currently work within cybersecurity. Those new to the industry or within administrative or information security roles will gain the latest knowledge of cybersecurity and develop a competitive edge within the growing job market. Management professionals will explore the regulations and legislation that affects cybersecurity, and learn to develop dedicated cybersecurity training programs and incident policies. All professionals will have the opportunity to gain the confidence and skills to identify threats and implement the necessary measures to protect an organization from cyber risks.\u003c/p\u003eb7:T476,\u003cp\u003eDigital strategies, emerging technologies, and innovation have increasingly become the focus in modern marketing. It’s essential that businesses address any skills gaps and develop a fundamental understanding of how to generate value through customer-centric digital marketing.\u003c/p\u003e\n\u003cp\u003eDuring this eight-week program, you’ll explore how key digital marketing tools – including social media and mobile technology – can be leveraged to improve the consumer journey. Delve into the role experimentation and analytics play in enabling data-driven insights to empower decisions regarding "])</script><script>self.__next_f.push([1,"the broader strategies of your organization.\u003c/p\u003e\n\u003cp\u003eThis program is aimed at business leaders, professionals, executives and entrepreneurs, who want to gain a better understanding of their customers, and learn how to use key digital marketing tools and an integrated digital marketing strategy to enhance business performance. In an ever-changing consumer and digital landscape, this is essential for anyone who wishes to explore the role of digital marketing within an organization and how it can be utilized to inform decision-making strategy.\u003c/p\u003eb8:T625,\u003cp\u003eTechnologies such as artificial intelligence are reshaping the way businesses think about their marketing strategies, as well as how they choose to harness different channels. \u003c/p\u003e\n\u003cp\u003eThe Oxford Digital Marketing: Disruptive Strategy Programme aims to provide you with the skills and confidence to respond to the forces driving disruption in the digital marketing landscape. You’ll investigate how consumer behavior and media consumption have evolved, and develop strategies for adapting your marketing approach to account for this. Led by faculty from Saïd Business School, University of Oxford, you’ll also learn how to capitalize on the power of social media, and effectively use emerging technology and digital marketing channels in your strategy.\u003c/p\u003e\n\u003cp\u003eDevelop a future-focused perspective on marketing as you learn to leverage data and analytics in your decision making and create value in the face of disruption. \u003c/p\u003e\n\u003cp\u003eThis Oxford Saïd programme is best suited to marketing managers working in leadership positions at digital agencies and other companies across industries. It’s also ideal for experienced professionals with a sound understanding of marketing principles who want to build on foundational training in digital and social media platforms with a course centered on future-focused strategy development in an age of disruption. The content is specifically designed for those who want to harness digital innovation in marketing and understand the opportunities"])</script><script>self.__next_f.push([1," that emerging trends and technologies will bring to organizations or clients.\u003c/p\u003eb9:T582,\u003cp\u003eMost organisations will, at some point, require the skills of a graphic designer. Professionals in this field play an integral role in enhancing a brand’s visual presence, and are highly valued for their ability to convey meaning through visual elements.\u003c/p\u003e\n\u003cp\u003eThis Graphic Design online short course from the University of Cape Town (UCT) will provide you with the technical skills and creative knowledge needed to make a start in this profession. Guided by a media expert, you’ll develop a basic understanding of how to use Adobe Illustrator or Affinity,* learn to work with digital images, and explore how to choose effective typefaces to create compelling content for both print and web platforms. As you gain design knowledge and proficiency in the relevant software, you’ll also learn more about the business of graphic design and how to create a professional portfolio.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003e*GetSmarter won’t provide the software needed for this course; you’ll be responsible for ensuring you have access to it.\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course is aimed at anyone considering graphic design as a new career opportunity. The content offers an introduction to the subject matter, and aims to equip students with a strong foundation in visual communications. Those looking to refresh existing graphic design knowledge may also find this course beneficial. There are no formal prerequisites for registration.\u003c/p\u003eba:T65b,\u003cp\u003eAs social media evolves, it provides organizations with new and exciting ways to share their message and engage their audiences. However, to drive real action, they need to understand the science behind social media and the key to harnessing it effectively for business success. \u003c/p\u003e\n\u003cp\u003eThe Social Media Strategy: Creating Engagement, Insight, and Action online short course from the MIT Sloan School of Management offers an in-depth look into the forces driving social media and how you can use them strategically to reach your organiza"])</script><script>self.__next_f.push([1,"tion’s goals. \u003c/p\u003e\n\u003cp\u003eDrawing on Sinan Aral’s book, \u003cem\u003eThe Hype Machine\u003c/em\u003e , you’ll gain an understanding of the technologies and trends impacting the social media landscape, as well as the neurological and economic factors that shape human behavior. Throughout this course, you’ll also learn about several powerful techniques to improve your social media marketing strategy. With guidance from MIT faculty and industry experts, you’ll walk away with the tools to leverage social media’s potential now and in the future. \u003c/p\u003e\n\u003cp\u003eThe functional and strategic skills taught in this social media strategy course from MIT Sloan can be applied across any organization, both in the public or private sector. Business leaders and marketing professionals will all benefit from the various case studies featured throughout the program, as well as the practical frameworks for navigating today’s social media environment. It’s also relevant for NGOs, governments, policymakers, and influencers who wish to influence and engage their audience in an effective but ethical way.\u003c/p\u003ebb:Tc7e,"])</script><script>self.__next_f.push([1,"\u003cp\u003eMarketing, media, and creative have long been key enablers of the profit-driven business-as-usual economy, influencing and impacting the sustainability crisis we face today. Professionals from these sectors have a unique opportunity to take meaningful action and change their purpose to drive sustainable solutions. From the heart of the system, and as the engines of value creation in our society, these industries can play a central role in delivering positive leadership and transformation in sustainable production, consumption, and behavior. \u003c/p\u003e\n\u003cp\u003eThe Sustainable Marketing, Communications and Brand Management online short course from the University of Cambridge Institute for Sustainability Leadership (CISL) equips you with skills and strategies to re-align the purpose of marketing, media, and creative to support long-term wellbeing for all people and planet. Over eight weeks, you’ll learn how to inspire and reignite the potential for brands and creative roles to enable positive change. You’ll also gain a heightened awareness of both marketing’s physical impact on people and the environment and its capacity to influence human behaviors and identities, and engage in challenging discussions on issues such as growth, greenwashing, and consumption. \u003c/p\u003e\n\u003cp\u003eYou’re invited to join a global cohort of industry pioneers, committed to reclaiming marketing’s role in the world. Through a combination of live sessions, peer support circles, and discussion, you’ll build vital connections that can help facilitate innovation and inspire collaborative action. With guidance from faculty and industry experts, you’ll also unlock practical strategies to drive transition and transformation in your sphere of influence, and develop the tools and confidence to maximize impact in your own career. At the end of the course, you’ll move from ambition to implementation with a practical Strategy for Action, setting you up to challenge the status quo and assume your place at the forefront of this change.\u003c/p\u003e\n\u003cp\u003eThis course is designed for marketing, media and creative professionals who wish to be at the forefront of sustainability transformation. Marketers, brand, product or account managers and salespeople, across all levels of leadership, will develop a future-ready skill set to navigate and expand their influence in this rapidly growing area. PR consultants, communications specialists and creatives, such as designers, directors, artists and photographers, will uncover strategies to make sustainability part of their practice and improve the authenticity of their outputs. Executives, entrepreneurs and business owners will gain a greater awareness of how to guide their organization towards social, ecological and climate targets and consciousness, while supporting the transformation of the sector from within. The course will benefit professionals across all industries who want to enhance their careers and drive positive change.\u003c/p\u003e\n\u003cp\u003eAll students also benefit from two live \u003cstrong\u003eCISL Connect\u003c/strong\u003e sessions which bring together professionals from across sectors and geographies, broadening perspectives and expanding learning beyond a given cohort.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"bc:T649,\u003cp\u003eThe Digital Marketing online short course from the University of Cape Town explores the pivotal role of digital marketing in getting target customers to engage with organizations. Throughout the course, you’ll learn how to craft an impactful digital marketing strategy uniquely tailored to the South African marketplace. You’ll gain valuable insights and tools to implement best practices across digital marketing facets, from website creation to copywriting and posting on social media. Over six weeks, you’ll explore the importance of web analytics and search engine optimisation (SEO), decode the essentials of a robust content marketing strategy, and learn about the evolution of online advertising. You’ll also discover the strategic significance of influencer marketing within the broader digital marketing framework. Enriched with cutting-edge research, case studies, and insights from Course Convener Dr Nqobile Bundwini and other industry experts, this course will equip you with the digital marketing knowledge to help you reach your business goals. \u003c/p\u003e\n\u003cp\u003eThis course is best suited to marketing professionals, whether already in the field or trying to get started, and business owners aiming to enhance their brand's online presence and engage with their target audience. It provides a strong introduction to digital marketing, making it a great learning opportunity for up-and-coming marketers. The online learning experience is personalized to each student's needs, and a support team is available around the clock to help. No prerequisites are required to enroll in this course.\u003c/p\u003ebd:T5e3,\u003cp\u003eThe work of a skilled copy-editor can significantly enhance the effectiveness of any published piece of writing. It’s the editor’s job to ensure that written material is clear, concise, compelling and error-free, and the University of Cape Town (UCT) Copy-editing online short course is designed to prepare you for this task. \u003c/p\u003e\n\u003cp\u003eGuided by an expert, you’ll learn how to apply the complex rules of grammar, res"])</script><script>self.__next_f.push([1,"tructure text for improved flow, and correct errors through proofreading. You’ll also discover more about book editing and working with authors, and you’ll improve your knowledge of the book-publishing process.\u003c/p\u003e\n\u003cp\u003eArmed with the ability to review copy critically, you’ll have the foundation to become an invaluable asset to any company that works with words.\u003c/p\u003e\n\u003cp\u003eThis course is suitable for aspiring copy-editors, proofreaders, and writers looking to move into a new in-house or freelance role. The content is also designed for publishing professionals who want to update their editing knowledge and those in related professions who are eager to expand their current skill set and improve their understanding of English grammar and syntax. \u003c/p\u003e\n\u003cp\u003eAssignments are completed and submitted in Microsoft Word. Therefore, learners must have a working knowledge of the program to complete this course. Required proficiencies include the ability to track changes, create paragraphs and indents on the ruler or in formatting, and insert endnotes and footnotes in a document.\u003c/p\u003ebe:T630,\u003cp\u003eHuman-Computer Interaction (HCI) has evolved extensively over time. Along with advancements in technology, HCI has the potential to transform our experience with machines by creating simpler, more powerful, and intuitive digital experiences.\u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eHuman-Computer Interaction for User Experience Design\u003c/strong\u003e online short course from the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) helps you reflect on the current state of user and computer interaction. Eight experts from MIT CSAIL have dedicated their research efforts to exploring the ways in which HCI can be enhanced, and they’re opening that research up to you through this online course so you can apply it for improved user experience (UX) and user interface (UI) design.\u003c/p\u003e\n\u003cp\u003eGuided by their industry insight, you’ll have the opportunity to imagine the future of HCI by reflecting on non-traditional interaction, speech recognition, and rapid proto"])</script><script>self.__next_f.push([1,"typing, among others. Over the course of six weeks online, you’ll examine real-world applications of technology aimed at bettering UX and UI design, as you take your understanding beyond interface by integrating future-focused HCI into your work.\u003c/p\u003e\n\u003cp\u003eThis program is designed to equip those who are interested in understanding the latest HCI research as part of their professional education, or are looking to explore a new career in human-computer interaction. Industry UX designers also stand to benefit by exploring HCI thinking and real-world applications, empowering them to conceptualize better interface designs.\u003c/p\u003ebf:Tb62,"])</script><script>self.__next_f.push([1,"\u003cp\u003eGlobal healthcare is currently navigating a significant period of transition. In the years following the international adoption of shared development benchmarks, investment in the sector has seen a marked increase across the globe. Despite this overall rise in spending, a considerable gap persists between different economic regions. High-income nations continue to allocate significantly more resources per person to health services compared to lower-income countries, where funding remains limited despite efforts to increase domestic investment in medical infrastructure and care.1 At the same time, advancement in technology has introduced new financial pressures, and healthcare labor markets are increasingly under threat. \u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eHealth Economics and Policy\u003c/strong\u003e online certificate course from the London School of Economics and Political Science (LSE) investigates the challenges facing healthcare and the economic principles that underpin the sector, while exploring policy proposals that could reduce inequality in the system. It’s been designed by faculty from the Department of Health Policy at LSE, which aims to influence and improve how health policy is designed, implemented, and evaluated through multidisciplinary research and teaching. Experts from the Department have made substantive contributions to health planning and delivery on the global stage. \u003c/p\u003e\n\u003cp\u003eOn the course, you’ll gain insight into healthcare financing and universal health coverage, and the complexities of the healthcare labor market. Ultimately, you’ll develop a balanced view of health and social justice, allowing you to assess healthcare’s inequalities and social determinants. \u003c/p\u003e\n\u003cp\u003e1\u003ca href=\"https://www.who.int/news/item/06-12-2025-most-countries-make-progress-towards-universal-health-coverage-but-major-challenges-remain-who-world-bank-report-finds\" target=\"_blank\"\u003e World Health Organization\u003c/a\u003e (Dec, 2025). \u003c/p\u003e\n\u003cp\u003eThis course is designed to provide you with the tools to understand the economics of the healthcare sector, and the policy solutions that can be used to address inequality. Professionals engaged in analysis, advocacy, and policy formulation will gain a contemporary understanding of healthcare economics, and its impact on topics including health funding and workforce dynamics. For those in the healthcare sector, this course will provide a global context on the state of the industry. The skills it teaches will prove beneficial to social scientists, public health specialists, and medical staff, whether working in health agencies, governments, or NGOs. \u003c/p\u003e\n\u003cp\u003eFor finance and economics professionals, this course offers insight into the economic challenges facing the healthcare sector. Learners will gain new perspectives on the economics of health insurance financing systems and the healthcare workforce, and how these can impact outcomes across contexts.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"c0:T744,\u003cp\u003eAs businesses grow and technology develops, the world is seeing increased levels of regulatory risk. This has led to the adoption of more stringent standards and regulations, which are increasingly changing how organizations manage their operations. The compliance function of an organization has never been more important, as it now needs to proactively govern everything from internal policies to employee behavior.\u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Compliance Management online short course teaches you the skills to create a culture of ethical compliance in your organization. Over eight modules, you’ll gain an in-depth understanding of compliance risk analysis and management that can be applied to your own context. Ensure the long-term sustainability of your business by adhering to regulations, implementing policies, and developing a strategic approach to managing compliance risk.\u003c/p\u003e\n\u003cp\u003eAfter completing this course, you’ll receive a one-year student membership to the Compliance Institute Southern Africa (CISA). Should you complete both UCT compliance online short courses offered by GetSmarter, within a one-year period, you’ll then get a two-year CISA membership. \u003c/p\u003e\n\u003cp\u003eThis course is suitable for professionals who work in corporate governance, compliance management, or a related field, and intend to apply compliance principles to their own organizations. It would also benefit those looking to enhance their existing knowledge and skills to move into a strategic role within their compliance team. Existing compliance professionals will be able to validate, refine, and develop their current skill set. It is also ideal for business leaders looking for an advanced set of skills to augment their legal, risk management, and compliance knowledge in order to assist their compliance team and improve company performance.\u003c/p\u003ec1:T835,"])</script><script>self.__next_f.push([1,"\u003cp\u003eMergers, acquisitions, public offerings, and corporate takeovers are all subject to the influence of an array of legal, economic, and social factors. This transactionary landscape is renowned for its complexity, so an understanding of these industry drivers, structures, and issues is not just useful, but critical to succeeding in this fiercely competitive space. \u003c/p\u003e\n\u003cp\u003eOn \u003cstrong\u003eThe Law and Economics of Mergers and Acquisitions\u003c/strong\u003e online certificate course, you’ll gain a toolkit for navigating the structures and legal issues of corporate transactions. Designed by experts from the London School of Economics and Political Science (LSE) Department of Law, the course gives you the knowledge, insight, and confidence to play an active role in managing deals. You’ll examine the different types of corporate transactions, including hedge fund attacks, private mergers and acquisitions (M\u0026amp;A) deals, and hostile takeovers. Drawing on case studies and modern finance and economic contract theory, which has significant practical relevance, you’ll become equipped to approach corporate transactions holistically. You’ll also examine the jurisdictional discrepancies across the UK, US, and EU member states, and learn to navigate the drafting and negotiating requirements. \u003c/p\u003e\n\u003cp\u003eThis course gives legal professionals, who are new to the field, the opportunity to gain a deeper understanding of the law and economics of corporate transactions. With fresh insight, they’ll be able to more efficiently deploy their existing legal expertise in the specific context of corporate transactions. Individuals in financial and professional services, which includes accounting and management consulting, will enhance their ability to manage corporate transactions, by gaining further knowledge in law, regulation, and contracting. Finally, this course also benefits professionals who wish to move into the M\u0026amp;A space by providing a holistic overview of the activities, as well as assist business owners and entrepreneurs who will gain the confidence to sell or exit their company.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"c2:T8c4,"])</script><script>self.__next_f.push([1,"\u003cp\u003eRapid digitization and questions of data privacy have led to the development of data protection laws across the globe, including the General Data Protection Regulation (GDPR). Designed to modernize laws that protect the personal information of individuals, these new data regulations impact how businesses and public sector organizations should handle customer and stakeholder information. The Data: Law, Policy and Regulation online certificate course from LSE explores the role of law in the digital space by contextualizing legal principles and concepts related to data and technology regulation. Ultimately, it empowers learners with the skills to navigate the changing legal environment shaping data law and policy. \u003c/p\u003e\n\u003cp\u003eThrough a socio-legal lens, you’ll engage critically with topical case studies and current data regulations, and gain insight into the legal challenges posed by digitization. Developed by leading academics from LSE’s Law School, the content draws on the strengths of the school’s innovative research and academic excellence to immerse you in pressing legal debates in data protection and algorithmic regulation. By the end of this online course, you’ll have gained the skills to think critically about the relationship between technology, policy, and the law. You’ll also walk away with a better understanding of the issues of digital data ownership and exploitation.\u003c/p\u003e\n\u003cp\u003eThis course is aimed at professionals looking to explore the global data protection concerns driving new internet and technology regulations. It’s designed to be open and applicable to people from various geographical or jurisdictional contexts eager to understand the core legal concepts and debates around data law and regulation, as well as data-driven decision making. Offering practical applications for both legal and business professionals, this course is relevant to business leaders, data analysts, and information technologists looking to gain expert perspectives on this current and critical issue. For legal consultants, public policy specialists, and law graduates, the course offers the opportunity to grow your knowledge in tech-driven policymaking, data privacy and protection, and data regulation issues.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"c3:T486,\u003cp\u003eAs professionals who offer much-needed assistance to licensed lawyers, paralegals play a vital role in professional legal environments.\u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Paralegal Practitioner online short course aims to equip you with both the legal knowledge and the practical skills to fill this important function. You’ll gain a comprehensive understanding of the South African legal system, and be introduced to the Bill of Rights, the South African Constitution, and areas of private law, criminal law, and business law.\u003c/p\u003e\n\u003cp\u003eTo give you a competitive edge, the course concludes with several modules on legal reading, writing, interviews, and research, preparing you to take on a wide range of technical and administrative responsibilities. \u003c/p\u003e\n\u003cp\u003eThis course is designed for aspiring paralegals, legal assistants, and legal secretaries eager to unlock new career opportunities and work at a law firm or in a commercial environment. The content will also appeal to existing paralegal practitioners who want to refine their skill set, update their knowledge of local law, and expand their scope of influence within their organisation.\u003c/p\u003ec4:T4c8,\u003cp\u003eProject management is an important skill for those eager to boost their impact on their organization. \u003c/p\u003e\n\u003cp\u003eThis online short course from the University of Cape Town (UCT) will guide you to discover new and established project management tools and techniques, and help you gain an understanding of a project life cycle.\u003c/p\u003e\n\u003cp\u003eWhatever industry you find yourself in, the transferable skills that this project management course gives you will help you to work more effectively and efficiently. You’ll learn how to build and lead project teams, handle time and budget constraints, and communicate workable solutions to stakeholders.\u003c/p\u003e\n\u003cp\u003eThis course is aimed at both those currently working in a project-oriented role and those aspiring to launch a career in formal project management. Professionals who are new to the field, or who are looking to upskill themselves,"])</script><script>self.__next_f.push([1," will gain the foundational knowledge and confidence they need to run projects more effectively to make a real difference to their company. At the same time, existing project managers can polish and consolidate their understandings, and earn a certificate as proof of their refined competencies. There are no formal prerequisites for this course.\u003c/p\u003ec5:T664,\u003cp\u003eIn today’s rapidly changing business landscape, traditional approaches to project delivery have become insufficient. Digital transformation, business innovation, and new customer needs have made it vital for professionals to adapt their project strategies to allow for the complexity and uncertainty associated with constant change.\u003c/p\u003e\n\u003cp\u003eThe Oxford Leading Strategic Projects Programme is unique in its contemporary approach, which equips you with both the leadership and strategic project management skills needed to facilitate successful project delivery. You’ll develop an understanding of the benefits associated with strategic project leadership, and gain the tools for redefining and achieving organization-wide success within today's volatile, uncertain, complex, and ambiguous (VUCA) environments.\u003c/p\u003e\n\u003cp\u003eThis programme is designed for professionals seeking to introduce strategic approaches and techniques for project leadership. It is relevant to anyone interested in creating a more sustainable environment for project success, and improving their ability to achieve organization-wide objectives.\u003c/p\u003e\n\u003cp\u003eWhether you’re in a senior strategic position or working within a project environment, you will benefit from the skills and knowledge shared on this course. Managers will improve the success of their projects by learning a more strategic approach, while business and operations professionals will understand how to effectively implement strategic projects they’re responsible for. Professionals will also improve their leadership skills to manage project teams and strategic initiatives more effectively.\u003c/p\u003ec6:T63e,\u003cp\u003eAn effective pricing strategy offers your o"])</script><script>self.__next_f.push([1,"rganization a key advantage over its competitors. Understanding how to implement one is a valuable tool in an increasingly interconnected business landscape with a growing number of parties wanting their share of the market. \u003c/p\u003e\n\u003cp\u003eThe Pricing: Using Data to Improve Pricing Performance online short course from MIT Sloan School of Management equips you with the skills and understanding to accurately and effectively price new or existing products or services, with a focus on providing economic value to the customer. In the course, you’ll learn to adopt a data-driven approach that explores regression analysis, survey techniques, and conjoint analysis. You’ll also discover the limitations of historical data in the context of pricing, and develop techniques and guidelines that will enable you to execute a successful pricing strategy for a variety of products and industries, enabling you to have a measurable impact on your organization. \u003c/p\u003e\n\u003cp\u003ePricing is a timeless and adaptable skill that can be used to improve business performance in a wide range of industries. Whether you are introducing new products, facing price competition, or looking to improve the value provided to customers, this course will provide practical skills for any professional who plays a hands-on role within pricing strategy. CEOs and entrepreneurs, finance and sales executives, analysts, and product managers looking to grow their business and increase sales through better pricing will gain the ability to have a measurable impact on their organizations.\u003c/p\u003ec7:T69b,\u003cp\u003eThe Fourth Industrial Revolution – or Industry 4.0 – presents the opportunity for organisations to reconfigure their operations. Along with the rapid evolution of digital technologies and manufacturing processes, changing consumer preferences, and other developments such as a global move towards sustainability are supercharging business transformation. This ever-changing environment demands that companies run their operations as efficiently and effectively as possible. Sound o"])</script><script>self.__next_f.push([1,"perations management ensures that resources are used intelligently to maximise efficiency, profit, productivity, and success. \u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Operations Management online short course will help you develop competencies in production, capacity, supply chain, and quality management. Discover the 10 key principles of effective operations management and learn how to improve planning, manage the production scheduling process, and use forecasting techniques to solve demand-related issues. Ultimately, you’ll formulate a sound operations strategy using lean thinking and leave the course with the ability to make informed management decisions to drive your company forward.\u003c/p\u003e\n\u003cp\u003eThis course is ideally suited to those currently employed in a business’s production or operations function, and those looking to launch a career in operations management. Professionals already working in this field will improve their ability to effect change in their organisations and boost performance in their current roles. In addition, individuals looking to move into an operations role will acquire transferable skills that could open up new opportunities across various industries.\u003c/p\u003ec8:T605,\u003cp\u003eAs more organisations adopt a dynamic approach to work, the demand for advanced project management skills increases. In particular, leaders who are well equipped are able to balance a range of considerations to achieve project goals – and broader business objectives – within time and budget constraints. \u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Advanced Project Management online short course outlines and unpacks the key subjects you need to grasp to move beyond project management basics and handle increasingly complex tasks. With a firm focus on strategic skills, this course will help you align project management activities with your organisation’s overarching aims to bring about real change. \u003c/p\u003e\n\u003cp\u003eA strong practical component allows you to develop tools that you can immediately apply to address pressing challenges"])</script><script>self.__next_f.push([1," and improve current and future role performance. In addition, you’ll walk away with a certificate backed by UCT that verifies your new, advanced project management competencies. \u003c/p\u003e\n\u003cp\u003eThis course is designed for professionals with existing project management knowledge or postgraduate experience in a relevant role who want to formalise their expertise or further build their skill set. Managers, business owners, events coordinators, and project team members will benefit by improving their ability to plan and execute high-level, large-scale projects. For those with limited time, course content is presented in manageable weekly modules, and students are assisted by an academic support team.\u003c/p\u003ec9:T62c,\u003cp\u003eSupply chains are the arteries of today’s globalized economy. In an increasingly complex and connected world, the supply chain has become a key source of competitive advantage. It offers opportunities to spearhead innovation, maximize profits, and positively impact your customers’ experience of your business or brand.\u003c/p\u003e\n\u003cp\u003eThe Supply Chain Management online short course from the University of Cape Town (UCT) introduces the basic concepts of production, inventory, storage, and transportation of goods and services, and what is needed to manage your supply chains efficiently and effectively. With a focus on competitive gain, you’ll explore the four functional areas of supply chain management and how they can work to set your business apart. Guided by faculty, you’ll understand what an integrated supply chain is, when to implement a supply chain management system, and how to ensure you stay up-to-date with trends. Using your own context as a case study, you’ll design an integrated supply chain plan and assess the potential competitive advantage of its implementation.\u003c/p\u003e\n\u003cp\u003eThis course is aimed at anyone seeking to grow their supply chain management knowledge and skills to remain relevant and unlock new career opportunities. It’s particularly suited to individuals already working in the areas of logist"])</script><script>self.__next_f.push([1,"ics, warehousing, transportation, inventory control, purchasing, marketing, sales, customer service, and retail. It’s also applicable to business owners or entrepreneurs who want to increase the efficiency of their supply chain functions.\u003c/p\u003eca:T4f1,\u003cp\u003eA company’s decision to expand operations beyond national borders can unlock many new business opportunities. However, international trade comes with its challenges, and professionals in this field must have an in-depth understanding of the forces at play. \u003c/p\u003e\n\u003cp\u003eThe University of Cape Town (UCT) Import, Export and Logistics Management online short course aims to give you this understanding so that you can manage the strategic and technical aspects of international trade. Using a case study of a fictional small business, this course will enable you to engage with overseas markets in a manner that’s legally compliant, financially efficient, and culturally sensitive. You’ll learn the principles of logistics management and walk away with knowledge to improve your business’s potential of trading success. \u003c/p\u003e\n\u003cp\u003eThis course is designed for professionals wanting to develop their skills in import, export, and logistics management, as well as those looking to formalize their existing knowledge and experience in this field to improve current role performance. Operations managers, logistics managers, business owners, and imports coordinators will benefit from the course, including those aiming to start their own import and export company.\u003c/p\u003ecb:T585,\u003cp\u003eIn an increasingly global marketplace, supply chains are intricately designed systems with multiple internal and external stakeholders. This course provides the knowledge and skills required to manage physical, information and financial flows across supply chains.\u003c/p\u003e\n\u003cp\u003eThrough frameworks, mathematical models, and real-world applications, you'll explore critical design elements: supply chain network design, supply chain finance, supplier management, production and demand planning, distribution strategies, and proc"])</script><script>self.__next_f.push([1,"ess and organizational design. By the end of this course, you'll be equipped to architect robust supply chain systems and lead cross-functional initiatives that balance operational excellence with strategic business objectives.\u003c/p\u003e\n\u003cp\u003eSupply Chain Design is an instructor-paced course. Course content is released on a weekly basis, and a comprehensive syllabus, deadlines, and requirements are provided in Week 0 of the course.\u003c/p\u003e\n\u003cp\u003eThis Supply Chain Design course is part of the \u003ca href=\"https://www.edx.org/masters/micromasters/mitx-supply-chain-management\" rel=\"noopener\" target=\"_blank\"\u003eMITx MicroMasters Credential in Supply Chain Management\u003c/a\u003e, offered by #1 ranked SCM Master's program at the Massachusetts Institute of Technology. \u003cstrong\u003eThis is an open enrollment course\u003c/strong\u003e , making it accessible for almost anyone, anywhere in the world to enroll and learn for free.\u003c/p\u003ecc:T5ff,\u003cp\u003eBuild on your existing knowledge of conditionals, loops, and functions by studying more about complex Python data structures, including strings, lists, dictionaries, and file input and output. Organized into five chapters, this course starts by covering the basics of data structures, then moves on to these four common data structures in Python: \u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eStrings let you perform far more complex reasoning with text.\u003c/li\u003e\n\u003cli\u003eLists let you process long lists of data, and even lists of lists of data for more complex reasoning.\u003c/li\u003e\n\u003cli\u003eDictionaries let you more clearly code for complex types of data, and even simulate some basic elements of object-oriented programming.\u003c/li\u003e\n\u003cli\u003eFile input and output brings your programs to life, allowing you to persist data across executions of the same program.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eBy the end of this course, you'll be able to write even more complex programs in Python that process and persist complex data structures. For example, you'll be able to write an ongoing gradebook application that tracks and updates your average over time, a program to calculate the net force based on several force magnitude"])</script><script>self.__next_f.push([1,"s and directions, or a program that can turn a string like this into a StRiNg LiKe tHiS. \u003c/p\u003e\n\u003cp\u003eStructurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered.\u003c/p\u003ecd:Ta4c,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThis is \u003cstrong\u003eCS50x\u003c/strong\u003e , Harvard University's introduction to the intellectual enterprises of computer science and the art of programming for majors and non-majors alike, with or without prior programming experience. An entry-level course taught by David J. Malan, \u003cstrong\u003eCS50x\u003c/strong\u003e teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development. Languages include C, Python, SQL, and JavaScript plus CSS and HTML. Problem sets inspired by real-world domains of biology, cryptography, finance, forensics, and gaming. The on-campus version of \u003cstrong\u003eCS50x\u003c/strong\u003e , CS50, is Harvard's largest course.\u003c/p\u003e\n\u003cp\u003eStudents who earn a satisfactory score on 9 problem sets (i.e., programming assignments) and a final project are eligible for a certificate. This is a self-paced course–you may take \u003cstrong\u003eCS50x\u003c/strong\u003e on your own schedule.\u003c/p\u003e\n\u003cp\u003eHarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the \u003ca href=\"https://www.edx.org/edx-terms-service\" title=\"Follow link\"\u003eedX honor code\u003c/a\u003e, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.\u003c/p\u003e\n\u003cp\u003eHarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our \u003ca href=\"https://vpal.harvard.edu/research-statement\" title=\"Follow link\"\u003eresearch statement \u003c/a\u003eto learn more.\u003c/p\u003e\n\u003cp\u003eHarvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact \u003ca href=\"mailto:harvardx@harvard.edu\"\u003eharvardx@harvard.edu\u003c/a\u003e and/or \u003ca href=\"https://www.edx.org/contact-us\" title=\"Follow link\"\u003ereport your experience through the edX contact form\u003c/a\u003e.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"ce:Ta09,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThis course provides an accessible but comprehensive introduction to the world of generative artificial intelligence. Organized into ten modules, it takes you on a journey from the earliest ideas of artificial intelligence to the state‑of‑the‑art techniques that power today’s most advanced generative systems.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThis innovative course was largely produced using generative AI tools\u003c/strong\u003e — including AI‑generated/assisted video instruction, interactive exercises, and AI‑supported grading — and demonstrates responsible, real‑world use of these technologies in learning.\u003c/p\u003e\n\u003cp\u003eYou’ll begin by learning the history of AI, exploring classical approaches based on symbolic reasoning, the rise of machine learning and statistical methods, and the recent breakthroughs that have enabled generative AI models to create text, images, and code. From there, you’ll explore what makes generative AI unique: its ability to produce new content by predicting patterns from massive datasets.\u003c/p\u003e\n\u003cp\u003eThis artificial intelligence course will then guide you through the core mechanics of these systems. You’ll learn how models break down text into tokens, how they use context windows to process information, and how neural networks — evolving from simple feedforward models to recurrent, convolutional, and ultimately transformer architectures — enable machines to generate coherent, creative outputs. You’ll examine attention mechanisms, training methods, and fine‑tuning techniques, as well as the alignment strategies used to ensure these systems behave in ways consistent with human goals and values.\u003c/p\u003e\n\u003cp\u003eThroughout, the generative AI course emphasizes not just theory but application. You’ll see how generative AI is used in education, business, software development, and creative fields, and you’ll gain the ability to analyze both its strengths and its limitations. In keeping with its theme, this course itself is innovative: much of the instruction, practice, and even grading is generated or assisted by AI tools, making it one of the first educational experiences to showcase generative AI not just as a subject of study, but as a partner in teaching.\u003c/p\u003e\n\u003cp\u003eBy the end of the course, you’ll have a clear understanding of how generative AI works, why it matters, and how to integrate it responsibly into your own work. Whether you are a professional, student, or simply curious about AI, you’ll be equipped with both foundational knowledge and practical insights to navigate this transformative technology.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"cf:Td62,"])</script><script>self.__next_f.push([1,"\u003cul\u003e\r\n\u003cli\u003e\u003cstrong\u003eLearn from world leaders and experts in investment and finance in EMDEs.\u003c/strong\u003e Featured speakers include presidents of multilateral development banks, and some of the world’s leading asset managers, investors and consulting firms specialized in investment and finance in EMDEs.\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eAccess the latest information on investment and finance trends, innovations and results.\u003c/strong\u003e The course provides access to cutting-edge investment and finance strategy resources, diagnostic tools, analysis and statistics on investment opportunities and trends, and progress with development finance goals.\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eCollaborate with thousands of investment, finance, development and policy experts around the world.\u003c/strong\u003e The course provides a global platform to collaborate and problem-solve with thousands of investment, finance, policy and development professionals around the world.\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eEarn a World Bank Group – edX certificate.\u003c/strong\u003e Upon successful completion of the course, receive a certificate of completion to add to your LinkedIn profile and resume.\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\u003cp\u003e\u003cstrong\u003eThis course is designed for:\u003c/strong\u003e\u003cbr /\u003e\r\n\u003cstrong\u003eInvestors\u003c/strong\u003e seeking to scale up their investments or invest for the first time in EMDEs, or seeking to invest in funds, bonds and sustainable investment vehicles in EMDEs will learn how to: \u003c/p\u003e\r\n\u003cul\u003e\r\n\u003cli\u003eDevelop roadmaps for investment in EMDEs.\u003c/li\u003e\r\n\u003cli\u003eUse investment diagnostic tools, de-risking and other investment support products of multilateral development banks.\u003c/li\u003e\r\n\u003cli\u003eInvest in sustainable investment bonds, funds and other vehicles.\u003c/li\u003e\r\n\u003cli\u003eAdopt principles and practice of impact investment.\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\u003cp\u003e\u003cstrong\u003eGovernment officials in EMDEs\u003c/strong\u003e seeking to strengthen their national financing strategies and increase their access to development finance of all kinds will learn how to: \u003c/p\u003e\r\n\u003cul\u003e\r\n\u003cli\u003eStrengthen financing strategies for national development.\u003c/li\u003e\r\n\u003cli\u003eImprove the country investment climate and domestic markets.\u003c/li\u003e\r\n\u003cli\u003eAttract investors and access international capital markets.\u003c/li\u003e\r\n\u003cli\u003eIdentify sectors where private sector solutions can create or expand markets, and make substantial contributions to development impact.\u003c/li\u003e\r\n\u003cli\u003eDeepen understanding of project finance and how to structure investments consistent with international standards.\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\u003cp\u003e\u003cstrong\u003eInternational development professionals\u003c/strong\u003e seeking to learn about the latest innovations in investment and finance aligned with the SDGs will learn about: \u003c/p\u003e\r\n\u003cul\u003e\r\n\u003cli\u003eThe new development finance agenda and initiatives underway to mobilize billions in development finance to attract and catalyze trillions more for resource of all kinds.\u003c/li\u003e\r\n\u003cli\u003eThe powerful and innovative new financial instruments and approaches that are being tested, deployed and scaled up globally to achieve the SDGs.\u003c/li\u003e\r\n\u003cli\u003eResults to-date with the financing for development agenda and actions needed to accelerate progress.\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\u003cp\u003e\u003cstrong\u003eFinancial sector actors\u003c/strong\u003e seeking to learn about their role in catalyzing additional finance into EMDEs will learn about: \u003c/p\u003e\r\n\u003cul\u003e\r\n\u003cli\u003eActions needed to strengthen the stability, efficiency, and inclusiveness of financial systems and services.\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\u003cp\u003e\u003cstrong\u003eOther professionals and students\u003c/strong\u003e are welcome to participate in the course.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"d0:T849,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAccessibility is essential for individuals and organizations that want to create high-quality websites and apps – and not exclude people from using their products and services. This course gives you the foundation in accessibility you need to excel in digital professions. It is designed for:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003edevelopers\u003c/li\u003e\n\u003cli\u003edesigners\u003c/li\u003e\n\u003cli\u003econtent authors\u003c/li\u003e\n\u003cli\u003eproject managers\u003c/li\u003e\n\u003cli\u003epeople with disabilities\u003c/li\u003e\n\u003cli\u003eand others\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eOptional material help you learn more about the topics you are most interested in.\u003c/p\u003e\n\u003cp\u003eIn this course, you will learn about the international standards for web accessibility from the W3C – including Web Content Accessibility Guidelines (WCAG) and WAI-ARIA for Accessible Rich Internet Applications – and first steps in applying them.\u003c/p\u003e\n\u003cp\u003eYou will also learn the broad scope of web accessibility, how people with disabilities use different assistive technologies and adaptive strategies, the business benefits of web accessibility, and where to find W3C resources on implementing accessibility.\u003c/p\u003e\n\u003cp\u003eThe course is structured so that you can focus on the topics that you are most interested in. Optional activities and additional materials provide more learning on specific topics. Learn \u003ca href=\"https://www.w3.org/WAI/courses/foundations-course/#what-you-get-from-the-course\" rel=\"noopener\" target=\"_blank\"\u003emore\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003eDon’t miss this unique course from the \u003ca href=\"https://www.w3.org/WAI/\" title=\"W3C Web Accessibility Initiative (WAI)\"\u003eW3C Web Accessibility Initiative (WAI)\u003c/a\u003e in cooperation with the \u003ca href=\"https://iite.unesco.org/\" title=\"UNESCO IITE\"\u003eUnited Nations Educational, Scientific and Cultural Organization (UNESCO) Institute for Information Technology in Education (IITE)\u003c/a\u003e. It brings together international expert trainers from Deque, Infoaxia, Intopia, Knowbility, The Paciello Group, and Web Key IT, and implements the open curriculum developed by the \u003ca href=\"https://www.w3.org/WAI/about/groups/eowg/\" title=\"W3C WAI Education and Outreach Working Group\"\u003eW3C WAI Education and Outreach Working Group (EOWG)\u003c/a\u003e.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"d1:T416,\u003cp\u003e\u003cem\u003ePlease Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve acquired in this course. Enroll to learn more, complete the course and claim your badge!\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eIn this course, you will learn what AI is and understand its applications and use cases and how it is transforming our lives. You will explore basic AI concepts including machine learning, deep learning, and neural networks as well as use cases and applications of AI. You will be exposed to concerns surrounding AI, including ethics, bias, jobs and the impacts on society.\u003c/p\u003e\n\u003cp\u003eYou will take a glimpse of the future with AI, get advice for starting an AI related career, and wrap up the course by demonstrating AI in action with a mini project.\u003c/p\u003e\n\u003cp\u003eThis AI for Everyone course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not.\u003c/p\u003ed2:T60f,\u003cp\u003eHumans have always sought to know their own future, be it the destiny of an empire or an individual's fate. Across cultures and history, we find people trying to find their place in the Universe by attempting to gaze into the future.\u003c/p\u003e\n\u003cp\u003eJoin us for this one-week, immersive learning experience as we explore “pre-scientific” prediction systems ranging from \u003ca href=\"https://www.youtube.com/watch?v=8NQhFrsOOjg\u0026list=PLltdM60MtzxNRBvbLF2P_6Nudvt3OzLQE\u0026index=3\"\u003eancient Chinese bone burning\u003c/a\u003e to the \u003ca href=\"https://www.youtube.com/watch?v=CYEynNATHzg\u0026index=1\u0026t=1s\u0026list=PLltdM60MtzxNRBvbLF2P_6Nudvt3OzLQE\"\u003eOracle of Delphi\u003c/a\u003e to \u003ca href=\"https://www.youtube.com/watch?v=0f27udZU9C8\"\u003emodern astrology\u003c/a\u003e and \u003ca href=\"https://www.youtube.com/watch?v=GfFXPeGvmbE\u0026feature=youtu.be\"\u003etarot\u003c/a\u003e, with practitioners and Harvard faculty leading the journey. We will examine the details of over a dozen prediction systems as well as theoretical frameworks connecting them.\u003c/p\u003e\n\u003cp\u003eThi"])</script><script>self.__next_f.push([1,"s module is a part of PredictionX, which examines our efforts to predict the future over all of recorded history. PredictionX courses will cover topics from omens and oracles in ancient civilizations, which this course discusses, to the evolution of the general approach to science most take today (which includes the course \u003ca href=\"https://www.edx.org/course/predictionx-john-snow-cholera-epidemic-harvardx-soc1-jsx\"\u003eJohn Snow and the Cholera Outbreak of 1854\u003c/a\u003e) as well as modern computer simulations and the role they play in predicting our futures today.\u003c/p\u003ed3:T657,\u003cp\u003eHuman Anatomy: Musculoskeletal Cases invites students to join medical and basic science faculty at Harvard Medical School (HMS) to learn about musculoskeletal injuries commonly seen in clinical practice.\u003c/p\u003e\n\u003cp\u003eFor each case, students visit the HMS Clinical Skills Center to observe the initial patient encounter and physical examination by an orthopedic surgeon. Following the patient encounter, students complete the interactive gross anatomy, histology and radiology learning sessions essential for understanding the case. The anatomy learning sessions include observing actual dissections in the Harvard Medical School anatomy laboratories revealing and explaining the human anatomy relevant for each clinical case.\u003c/p\u003e\n\u003cp\u003eAfter completing the case learning sessions, students review pertinent radiology images, commit to a tentative diagnosis from a list of differential diagnoses, and accompany the patient to a virtual operating room to observe the surgical treatment. In the virtual operating room, students observe narrated videos of actual surgical procedures.\u003c/p\u003e\n\u003cp\u003eClinical content for each case is developed in close collaboration with leading orthopedic surgeons and radiologists at Brigham and Women’s Hospital.\u003c/p\u003e\n\u003cp\u003eThis course will take you inside the anatomy laboratories where students entering medicine, dental medicine, and other health professions study anatomy by performing anatomical dissections. Content includes videos, photographs, and oth"])</script><script>self.__next_f.push([1,"er content, including anatomical images and videos showing cadaver dissection, that some people may find offensive, disturbing or inappropriate.\u003c/p\u003ed4:T4d1,\u003cp\u003eUse AI for Everyday Tasks\" equips you with the foundational knowledge and practical skills to leverage AI in your daily workflow. You'll begin by understanding the core concepts of generative AI, including LLMs and NLPs, and explore their everyday applications, from smart assistants to AI agents. This course emphasizes responsible and effective AI usage, ensuring you can integrate these technologies ethically. Dive into the basics of prompting, discover easy opportunities to experiment with AI, and try out sample prompts in Copilot, such as drafting emails, developing study plans, and creating podcasts. Commit to a daily AI experiment to build your skills incrementally. Learn to personalize fill-in-the-blank prompts with specific goals, timelines, and topics in Copilot, and use \"Think Deeper\" to expand on your results. Identify valuable prompting resources like the Copilot Prompt Gallery and Scenario library. Explore various AI tools and build on results using walkthrough examples. Check your knowledge throughout the course, recap key points, and sign up for a 50-day challenge to deepen your learning. This course empowers you to confidently and effectively use AI to enhance your productivity and creativity.\u003c/p\u003ed5:T472,\u003cp\u003eThis course is your first step toward understanding the capabilities of generative AI, powered by different models, including large language models (LLMs). \u003c/p\u003e\n\u003cp\u003eIn this course, you will learn about the fundamentals and evolution of generative AI. You will explore the capabilities of generative AI in different domains, including text, image, audio, video, virtual worlds, code, and data. You will understand the applications of Generative AI across different sectors and industries. You will learn about the capabilities and features of common generative AI models and tools, such as GPT, DALL-E, Stable Diffusion, and Synthesia. \u003c/p\u003e\n\u003cp\u003eHands-"])</script><script>self.__next_f.push([1,"on labs, included in the course, provide an opportunity to explore the use cases of generative AI through IBM Generative AI Classroom and popular tools like ChatGPT. You will also hear from the practitioners about the capabilities, applications, and tools of Generative AI. \u003c/p\u003e\n\u003cp\u003eThis course is designed for everyone, including professionals, executives, students, and enthusiasts, interested in learning about generative AI and leveraging its capabilities in their work and lives.\u003c/p\u003ed6:T5ab,\u003cp\u003eSupply chains are complex and global enterprises that require both analytical and practical perspectives to successfully balance efficiency with flexibility and resilience. This course provides the foundational skills required for supply chain management and logistics by introducing analytical tools and techniques used to design and operate logistics systems and integrated supply chains. \u003c/p\u003e\n\u003cp\u003eThrough mathematical models, hands-on applications, and real-world examples from industry, you’ll learn to harness mathematical models to master critical supply chain functions: demand forecasting, inventory management, and transportation planning and execution. By the end of this course, you'll be equipped to improve overall supply chain performance and strategically reduce total costs.\u003c/p\u003e\n\u003cp\u003eSupply Chain Fundamentals is an instructor-paced course. Course content is released on a weekly basis, and a comprehensive syllabus, deadlines, and requirements are provided in Week 0 of the course.\u003c/p\u003e\n\u003cp\u003eThis Supply Chain Fundamentals course is part of the \u003ca href=\"https://www.edx.org/masters/micromasters/mitx-supply-chain-management\" rel=\"noopener\" target=\"_blank\"\u003eMITx MicroMasters Credential in Supply Chain Management\u003c/a\u003e, offered by #1 ranked SCM Master's program at the Massachusetts Institute of Technology. This is an open enrollment course, making it accessible for almost anyone, anywhere in the world to enroll and learn for free.\u003c/p\u003ed7:T771,\u003cp\u003eLearn about contracts from former Harvard Law Professor Charles Fried, one of the world's l"])</script><script>self.__next_f.push([1,"eading authorities on contract law. Contracts are promises that the law will enforce. But when will the law refuse to honor a promise? What happens when one party does not hold to their part of the deal? This version of the course adds new units on Interpretation, Agency, Partnerships, Corporations, and Government Regulation.\u003c/p\u003e\n\u003cp\u003eWe are exposed to contracts in all areas of our life -- agreeing to terms when downloading a new computer program, hiring a contractor to repair a leaking roof, and even ordering a meal at a restaurant. Knowing the principles of contracts is not just a skill needed by lawyers, it illuminates for everyone a crucial institution that we use all the time and generally take for granted.\u003c/p\u003e\n\u003cp\u003eThis contract law course, with new materials and updated case examples, is designed to introduce the range of issues that arise when entering and enforcing contracts. It will provide an introduction to what a contract is and also analyze the purpose and significance of contracts. Then, it will discuss the intent to create legal relations, legality and morality, and the distinction between gifts and bargains. The course also investigates common pitfalls: one-sided promises, mistake, fraud, and frustration. With the knowledge of what makes contracts and how they can go wrong, Professor Fried will discuss remedies and specific performance. Finally, Professor Fried will introduce how contracts can create rights for third parties.\u003c/p\u003e\n\u003cp\u003eThe course's instructor, Charles Fried, has been teaching at Harvard Law School for more than 50 years and has written extensively on contracts. Not only is Professor Fried a leading authority on contract law, but he also utilizes a story-telling approach to explaining the topic, which creates a unique and interesting class experience.\u003c/p\u003ed8:T5fe,\u003cp\u003eThe global economy will need 25 million more project managers by 2030 (Project Management Institute). Demand for skilled practitioners is booming. If you’re just starting your project management journey, this course provides"])</script><script>self.__next_f.push([1," the ideal introduction to this in-demand field. It’s specifically designed for beginners, career starters, or career switchers, and no prior experience is required. \u003c/p\u003e\n\u003cp\u003eWhat do project managers do? Project managers plan, organize, and oversee projects to ensure they are completed on time, within budget, and meet the desired objectives. \u003c/p\u003e\n\u003cp\u003eIn this course, you’ll explore the core principles of project management, its benefits, and the challenges faced by professionals in the field. You’ll discover how current trends, such as remote work, Agile practices, and artificial intelligence, are reshaping the way projects are managed today. Plus, you’ll learn about the diverse career paths available in project management, and look at roles across various industries, skill requirements, and experience levels. \u003c/p\u003e\n\u003cp\u003eThroughout the course, you’ll access lectures, interviews with experienced project managers, readings, activities, and quizzes to build a solid appreciation of project management. And by the end, you’ll have gained valuable insights and practical knowledge from industry experts. \u003c/p\u003e\n\u003cp\u003eIf you’re looking for the perfect introduction to the exciting world of project management, ENROLL TODAY and get started on your path to your first project management role.\u003c/p\u003ed9:T429,\u003cp\u003eIdentifying effective policies is a process of trial and error, innovation and experimentation, success and failure. This course provides the basic scientific and statistical tools needed to identify whether a policy or program is generating impact. Organized into modules, the course covers topics ranging from the attribution problem to what is meant by statistical significance (margin of error) to the analysis of data generated by a randomized control trial. The course also helps answer practical questions related to impact evaluation, such as how large of a sample is needed and what can be done when compliance with an experimental design is imperfect or when data is missing for part of the sample.\u003c/p\u003e\n\u003cp\u003eThis course was "])</script><script>self.__next_f.push([1,"created collaboratively by Georgetown University and the World Bank's Strategic Impact Evaluation Fund with support from the Georgetown Center for New Designs in Learning and Scholarship, Georgetown University Initiative of Innovation, Development and Evaluation (gui2de), and The Open Learning Campus of the World Bank Group.\u003c/p\u003eda:T46f,\u003cp\u003eEvery country faces the challenge of how to use public resources effectively and efficiently. Without responsive public financial management (PFM), governments will find it difficult to use public funds to deliver essential services or focus on their long-term goals. How can countries’ PFM be evaluated in a way that supports inclusive, sustainable development?\u003c/p\u003e\n\u003cp\u003eWith a PEFA framework, we can assess and understand the strengths and weaknesses of a country’s PFM system and use this information to support improvements. PEFA assessment framework has become the gold standard in assessing PFM performance – with over 600 assessments done in over 150 countries around the world at all income levels. \u003c/p\u003e\n\u003cp\u003eThis course will provide an introduction to the PEFA Framework, how to understand and use it, and the process involved. The course also presents examples, offers guidance documents and background material. Participants will be invited to complete quizzes to test their understanding throughout the course. Participants will receive a course completion certificate after successfully completing the final quiz.\u003c/p\u003edb:T66a,\u003cp\u003eThis IMFx course is designed to strengthen participants' abilities to assess why Public Financial Management (PFM) is important; and how it supports macroeconomic stability, economic growth, and the achievement of the Sustainable Development Goals. \u003c/p\u003e\n\u003cp\u003ePresented by staff of the International Monetary Fund whoprovide advice to countries on their PFM institutions and reform plans, the course provides a practitioner's view to PFM starting with what PFM is, and why it is important. Over five parts, the course modules cover all stages of the budget cycle, and"])</script><script>self.__next_f.push([1," discuss key concepts from budget preparation, to government accountability in budget execution, and reform implementation. \u003c/p\u003e\n\u003cp\u003eYou will explore these topics through video lectures, relevant readings, and testimonies from senior policy-makers and civil society. During the lectures, presenters will use examples from countries at different stages of economic development. \u003c/p\u003e\n\u003cp\u003eThroughout the course, you will have the opportunity to engage with fellow participants from around the world, and with course staff through the discussion forum. Assessments in each course module will test your understanding of key concepts, allowing you to track the progress of your understanding. A case study at the end of the course brings together the different aspects of how governments should manage their money, and deliver public services. \u003c/p\u003e\n\u003cp\u003eThis course is offered by the IMF, with financial support from the United States Agency for International Development (USAID). \u003c/p\u003e\n\u003cp\u003eThe IMF’s online learning program receives financial support from the Government of Japan.\u003c/p\u003edc:T482,\u003cp\u003ePerhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the handwriting readers implemented by the postal service, speech recognition, movie recommendation systems, and spam detectors. \u003c/p\u003e\n\u003cp\u003eIn this course,part ofour\u003ca href=\"https://www.edx.org/professional-certificate/harvardx-data-science\"\u003eProfessional Certificate Program in Data Science\u003c/a\u003e, you will learn popular machine learning algorithms, principal component analysis, and regularization by building a movie recommendation system. \u003c/p\u003e\n\u003cp\u003eYou will learn about training data, and how to use a set of data to discover potentially predictive relationships. As you build the movie recommendation system, you will learn how to train algorithms using training data so you can pred"])</script><script>self.__next_f.push([1,"ict the outcome for future datasets. You will also learn about overtraining and techniques to avoid it such as cross-validation. All of these skills are fundamental to machine learning.\u003c/p\u003edd:T5be,\u003cp\u003eThe first in our \u003ca href=\"https://www.edx.org/professional-certificate/harvardx-data-science\" title=\"Harvard's Professional Certificate Program in Data Science\"\u003eProfessional Certificate Program in Data Science\u003c/a\u003e, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific problem, so you'll use a real-world dataset about crime in the United States. You will learn the R skills needed to answer essential questions about differences in crime across the different states. \u003c/p\u003e\n\u003cp\u003eWe'll cover R's functions and data types, then tackle how to operate on vectors and when to use advanced functions like sorting. You'll learn how to apply general programming features like \"if-else,\" and \"for loop\" commands, and how to wrangle, analyze and visualize data. \u003c/p\u003e\n\u003cp\u003eRather than covering every R skill you might need, you'll build a strong foundation to prepare you for the more in-depth courses later in the series, where we cover concepts like probability, inference, regression, and machine learning. We help you develop a skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, version control with git and GitHub, and reproducible document preparation with RStudio. \u003c/p\u003e\n\u003cp\u003eThe demand for skilled data science practitioners is rapidly growing, and this series prepares you to tackle real-world data analysis challenges.\u003c/p\u003ede:T4f0,\u003cp\u003e\u003cem\u003ePlease Note: Learners who successfully complete this IBM course can earn a skill badge —a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve acquired in this course. Enroll to learn more, complete the course and claim your badge!\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eKickstart your learning of Python for data science, as well as programming in gen"])</script><script>self.__next_f.push([1,"eral with this introduction to Python course. \u003cspan lang=\"EN\"\u003eThis beginner-friendly Python course will quickly take you from zero to programming in Python in a matter of hours and give you a taste of how to start working with data in Python. ~~~~\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003eUpon its completion, you'll be able to write your own Python scripts and perform basic hands-on data analysis using our Jupyter-based lab environment. If you want to learn Python from scratch, this course is for you.\u003c/p\u003e\n\u003cp\u003eYou can start creating your own data science projects and collaborating with other data scientists using \u003ca href=\"http://cocl.us/PythonforDataScienceMainPage\"\u003eIBM Watson Studio\u003c/a\u003e. When you sign up, you will receive free access to Watson Studio. Start now and take advantage of this platform and learn the basics of programming, machine learning, and data visualization with this introductory course.\u003c/p\u003edf:T68d,\u003cp\u003eThis is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines; neural networks and deep learning; survival models; multiple testing. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical).\u003c/p\u003e\n\u003cp\u003eThis is not a math-heavy class, so we try and describe the methods without heavy reliance on formulas and complex mathematics. We focus on what we consider to be the important elements of modern data science. Computing in this course is done in Python. There are lectures devoted to Python, giving tutorials from the ground up, and progressing with more detailed sessions that implement the techniques in each chatper. We also offer the separate and original version of this course called \u003ca href="])</script><script>self.__next_f.push([1,"\"https://www.edx.org/learn/statistics/stanford-university-statistical-learning\" rel=\"noopener\" target=\"_blank\"\u003eStatistical Learning with R\u003c/a\u003e – the chapter lectures are the same, but the lab lectures and computing are done using R.\u003c/p\u003e\n\u003cp\u003eThe lectures cover all the material in An Introduction to Statistical Learning, with Applications in Python by James, Witten, Hastie, Tibshirani, and Taylor (Springer, 2023. The pdf for this book is available for free on the \u003ca href=\"https://www.statlearning.com/\"\u003ebook website\u003c/a\u003e.\u003c/p\u003ee0:Tad1,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cem\u003ePlease Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve acquired in this course. Enroll to learn more, complete the course and claim your badge!\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course provides students with the fundamental knowledge required to use Excel spreadsheets to perform basic data analysis.The course consists of several videos, demos, examples, and hands-on labs to help you learn, and ends with a final assignment project which will help you put what you have learned into practice.\u003c/p\u003e\n\u003cp\u003eExcel is an important tool when working with data - whether it is for business, marketing, research, or data analysis purposes. This course is targeted at those people who have ambitions in Data Analytics or Data Scientist roles, as well as those who just have a need to use Excel to perform data analysis in their own company or environment.\u003c/p\u003e\n\u003cp\u003eLearners will gain useful experience in the cleaning and wrangling of data using functions, and in analyzing data using methods such as sorting, filtering, and pivot tables. This course starts with an introduction to spreadsheet applications such as Microsoft Excel and Google Sheets and discusses importing data from multiple different formats. During this introduction you will learn to carry out some basic-level data wrangling and data cleaning tasks and then you will expand your knowledge of data analysis via the use of sorting, filtering, and pivot tables in a spreadsheet.\u003c/p\u003e\n\u003cp\u003eThe emphasis is on applied learning and hands-on practice in this course, and with each hands-on lab, you will gain further experience in the manipulation and handling of data and start to understand the important role that spreadsheets can perform in a data analysis environment. The final assignment project will allow you to apply these newly acquired skills to analyze data in a business scenario. By the end of this course, you will have worked with several data sets and spreadsheets and demonstrated the basics of cleaning and analyzing data all without having to learn any code.\u003c/p\u003e\n\u003cp\u003eThis course makes it simple to get started using Excel for data analysis, as it does not require any previous spreadsheet or code-writing experience. The course also does not require you to perform any software downloads or installations. All that is required is a device with a modern web browser, and the ability to use (or create) a Microsoft account to access Excel online at no-cost. Although the hands-on labs steps are specifically related to using ‘Excel for the web’, if you already have the full desktop version of Excel, you should be able to use that to follow along quite easily with the labs.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"e1:Tae1,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cem\u003e\"A free eight-week Science of Happiness course that will offer practical, research-backed tips on living a happy and meaningful life.\"\u003c/em\u003e - The Huffington Post\u003c/p\u003e\n\u003cp\u003eWe all want to be happy, and there are countless ideas about what happiness is and how we can get some. But not many of those ideas are based on science. That's where this course comes in.\u003c/p\u003e\n\u003cp\u003e\"The Science of Happiness\" is the first MOOC to teach the ground-breaking science of positive psychology, which explores the roots of a happy and meaningful life. Students will engage with some of the most provocative and practical lessons from this science, discovering how cutting-edge research can be applied to their own lives. Created by UC Berkeley's Greater Good Science Center, the course will zero in on a fundamental finding from positive psychology: that happiness is inextricably linked to having strong social connections and contributing to something bigger than yourself--the greater good. Students will learn about the cross-disciplinary research supporting this view, spanning the fields of psychology, neuroscience, evolutionary biology, and beyond.\u003c/p\u003e\n\u003cp\u003eWhat's more, \"The Science of Happiness\" offers students practical strategies for tapping into and nurturing their own happiness, including trying several research-backed activities that foster social and emotional well-being, and exploring how their own happiness changes along the way.\u003c/p\u003e\n\u003cp\u003eThe course's co-instructors, Dacher Keltner and Emiliana Simon-Thomas, are not only leading authorities on positive psychology but also gifted teachers skilled at making science fun and personal. They'll be joined by world-renowned experts discussing themes like empathy, mindfulness, and gratitude--experts including Barbara Fredrickson, Paul Ekman, Sonja Lyubomirsky, and Jon Kabat-Zinn. Health professionals who register can earn continuing education units for their participation.\u003c/p\u003e\n\u003cp\u003eConsider signing up for this course with a friend or group - tweet about your registration, share it on Facebook, and use the buddy system to stay on track. Join the conversation on The Greater Good Science Center Facebook page, or in the BerkeleyX: GG101x The Science of Happiness Facebook group.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eThis program is offered in collaboration with edX, which is an online program manager (OPM) company. The roles and responsibilities of the OPM partner in the offering of the program are to provide the learning platform for the delivery of academic content, technical support for said platform, marketing support for the courses and programs, and creation of any credentials earned by the learner. UC Berkeley and UC Berkeley faculty are responsible for the creation of accessible academic content, instruction, grading and assessment.\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"e2:T51a,\u003cp\u003eAre you ready to take up the challenge of public leadership? \u003c/p\u003e\n\u003cp\u003eThe world in which each of us–and all of us–now live is full of pressing problems and future risks. But it is also full of hope, aspiration, and opportunity. In Leadership: Creating Public Value, you will learn how to face and meet today’s challenges and design a public value proposition that is both actionable and value creating. \u003c/p\u003e\n\u003cp\u003eWithin the course, you will use an integrated analytic framework to help you understand concrete problems or opportunities for collective action. This framework focuses on the three key elements of producing a publicly valued result: understanding the specific conditions you hope to improve; designing and developing the necessary operational capacities; and securing the public support and financial resources required to launch and sustain your effort at the desired scope and scale.\u003c/p\u003e\n\u003cp\u003eThrough case studies, you will see real public leaders seeking to challenge the status quo. You will be asked to reflect on their thought and action using the analytical frameworks and concepts developed and applied throughout the course. By the end of the course, you will understand how to create long-term public value by envisioning and enacting a better, more just, future for us all.\u003c/p\u003ee3:T72f,\u003cp\u003eInnovation and accompanying science and technology are now seen not only to have a profound connection to our health and daily life, but also to the society’s economic growth and its corresponding ability to generate societal wellbeing and solve societal challenges -- and these economic and societal issues are deeply interrelated. This course focuses on science and technology policy – it will examine the science and technology innovation system, including case studies on energy, computing, advanced manufacturing and health sectors, with an emphasis on public policy and the federal government’s R\u0026amp;D role in that system. It will review the foundations of economic growth theory, innovation systems theory and"])</script><script>self.__next_f.push([1," innovation organization theory, as well as the basic approaches to science and technology policy, building toward a sophisticated understanding of these areas. The class will review a theory of direct and indirect economic factors in the innovation system, note the innovation-based competitive and advanced manufacturing challenges now facing the U.S. economy, review comparative efforts in other nations, study the varied models for how federal science and technology mission agencies are organized, and the growth of public-private partnership models as a way for science mission agencies to pursue mission agendas. Emphasis will also be placed on examining the organization and role of medical science and energy innovation agencies and gaps in the health, energy, and advanced production innovation economic models, as well as related innovation systems policy issues. The course will close with an examination of the science and technology talent base as a factor in growth and the education approaches that support it, and a discussion of the future of jobs and employment given increasing automation.\u003c/p\u003ee4:T5ab,\u003cp\u003eStudents will emerge from the course with a strong grasp of the fundamentals of innovation systems and the economic and technology development factors behind them, and with a clear framework to approach science and technology policymaking. They will understand the basics of innovation-based economic growth theory, and also take an in-depth look at the innovation systems in health and energy.\u003c/p\u003e\n\u003cp\u003eMore specifically, students will develop an understanding of the following innovation policy areas:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe drivers behind science and technology support, including economic growth theory, direct and indirect innovation factors, Kondratiev innovation waves, innovation systems theory, the “valley of death” between research and late stage development, and public-private partnership models;\u003c/li\u003e\n\u003cli\u003eThe organizing framework behind US science agencies, their missions and research organizational models, as we"])</script><script>self.__next_f.push([1,"ll as the DARPA model as an alternative;\u003c/li\u003e\n\u003cli\u003eThe competitiveness challenge in advanced production technologies, including global innovation models;\u003c/li\u003e\n\u003cli\u003eThe organization of innovation at both the institutional and personal, face-to- face levels;\u003c/li\u003e\n\u003cli\u003eChallenges in the energy, computing and health innovation systems and also within legacy economic sectors in general;\u003c/li\u003e\n\u003cli\u003eKey issues in the science and engineering talent base and education system and pending employment and productivity issues.\u003c/li\u003e\n\u003c/ul\u003ee5:T7e5,\u003cp\u003eHave you ever wondered how you might be able to lead a more fulfilling and resilient life? Perhaps you want to feel at ease more often than you feel stressed, but you don’t know how? Maybe you find yourself in a place where it’s difficult to consider another perspective or find a solution to a problem you’re having? \u003c/p\u003e\n\u003cp\u003eIf you’ve ever felt stressed, burned out, anxious or sad, you’re not alone. These moments are challenging and make it difficult to find a way forward. However, you can use science-backed tools to help manage these experiences and the emotions that come along with them. Regardless of any personal or professional obstacles you are facing, Building Personal Resilience: Managing Anxiety and Mental Health will help you use applied psychology and five proven skills to transform your feelings of stress, anxiety, and burn out into mental strength. \u003c/p\u003e\n\u003cp\u003eWith a focus on proven psychology philosophies and science-driven skills to overcome challenges, Building Personal Resilience: Managing Anxiety and Mental Health breaks down five core components to creating better stress management habits. A practical overview of Cognitive Behavioral Therapy (CBT) will give you a foundation for building your resilient skillset. By recognizing your own cycle of thoughts, emotions, and behaviors (TEB), you will be able to shift your perspective. To infuse energy back into a lackluster day, a “Charge Up Plan” will be the resource you can call on. When life feels scary, there are to"])</script><script>self.__next_f.push([1,"o many choices, and you’re tempted by avoidance, you will know the exact steps to face your fears and a dependable method for problem solving. \u003c/p\u003e\n\u003cp\u003eWe all face challenging decisions and experience stressful situations at some point in our lives. Building mental strength and personal resilience is possible when you focus on implementing simple but powerful tools in your everyday life.\u003c/p\u003e\n\u003cp\u003eBecome your most resilient self with Building Personal Resilience: Managing Anxiety and Mental Health.\u003c/p\u003ee6:T725,\u003cp\u003eWhat is happiness? What makes you happy?’ Can you get happier through study and effort?\u003c/p\u003e\n\u003cp\u003eMaybe you have pondered these questions over the course of your life, but haven’t been able to come up with any definitive answers. Still, you’d like to think that happiness is something you can understand and manage, right? ****\u003c/p\u003e\n\u003cp\u003eThis is a class that answers these questions and shows you how you can use the answers to build a happier life. It introduces you to the modern science of human well-being and shows you how to practice it. Unlike other happiness courses, Managing Happiness goes a step further and demonstrates how you can share the ideas with others, thus bringing more happiness and love to the world and supercharging your own well-being efforts. ****\u003c/p\u003e\n\u003cp\u003eLed by Harvard professor, author, social scientist, and former classical musician Arthur Brooks, this course will introduce cutting-edge survey tools, the best research, and trends in social science, positive psychology, neuroscience, and philosophy to help learners unlock the strategies to create a more purposeful life, full of long-lasting enjoyment and satisfaction. Managing Happiness uses philosophical and technical insights to challenge your assumptions about happiness — helping you break bad habits that hold you back and build good ones you can use for the rest of your life. ****\u003c/p\u003e\n\u003cp\u003eHappiness is a core competency for those that want to be in charge of their lives — both personally and professionally. The concepts learned in t"])</script><script>self.__next_f.push([1,"his course will lead to enduring improvements and lifelong learning. At the end of the course, you will take away key concepts and actionable insights to apply to your daily routines. People around you will notice the difference.\u003c/p\u003e\n\u003cp\u003eStart getting happier today, with Managing Happiness.\u003c/p\u003ee7:T7c3,\u003cp\u003eMaintaining and troubleshooting sophisticated medical instruments is not an easy task. In order to deliver effective care, the technician requires the knowledge of different aspects of biology and engineering. The different devices work in so many different ways and the literature about repair and troubleshooting is often hard to come by. It can be quite frustrating to search for solutions every time the operator encounters a problem. There is added pressure because the availability of medical devices is critical for therapeutic and diagnostic care. The longer a device stays out of operation, the slower the hospital would be able to deliver care to the patients.\u003c/p\u003e\n\u003cp\u003eThis course has been designed by the interdisciplinary collaboration of both TU Delft biomedical engineers as well as the local expertise of the medical technicians of the Nick Simons Institute in Nepal to help new and emerging biomedical engineers/technicians working in low-income hospitals to care for biomedical equipment.\u003c/p\u003e\n\u003cp\u003eThis course provides a compilation of the techniques hospitals use to effectively maintain and troubleshoot the medical devices so that repair time is reduced and the availability and safety of the medical devices is improved. Completing this course adds a complementary skill set to prior competence of the learner to perform maintenance routines and diagnose problems in sophisticated equipment with care. A faster service routine will help smoothen the process flow of the hospital and help extend the care to more patients. On a personal level, the learner can rely on the knowledge gained from this course as ‘the blueprint’ for whenever they have to maintain/troubleshoot any medical device. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAccredited Co"])</script><script>self.__next_f.push([1,"urse\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThis course is accredited by the Dutch Association for Specialists in Sterile Medical Tools (VDSMH). Learners who successfully complete the course and obtain a certificate can request Professional Development Points.\u003c/p\u003ee8:T4e3,\u003cp\u003eIn this hands-on course, you'll learn how to perform engineering simulations using a powerful tool from Ansys, Inc. This is a problem-based course where you'll learn by doing. The focus will be on understanding what's under the blackbox so as to move beyond garbage-in, garbage-out. You'll practice using a common solution approach to problems involving different physics: structural mechanics, fluid dynamics and heat transfer.\u003c/p\u003e\n\u003cp\u003eWe'll solve textbook examples to understand the fundamental principles of finite-element analysis and computational fluid dynamics. Then we'll apply these principles to simulate real-world examples in the tool including a bolted rocket assembly and a wind turbine rotor.We'll discuss current industry practices with a SpaceX engineer. By working through examples in a leading simulation tool that professionals use, you'll learn to move beyond button pushing and start thinking like an expert.\u003c/p\u003e\n\u003cp\u003eThis course teaches fundamental concepts and tool use in an integrated fashion using the power of online learning. All learners will have access to a free download of Ansys Student.\u003c/p\u003e\n\u003cp\u003eJoin us to discover why simulations have changed how engineering is done and how you can be a part of this revolution.\u003c/p\u003ee9:T46b,\u003cp\u003eHave you ever flown in an airplane and are you curious about how flying works? Are you interested in the fundamental concepts behind flying? How does a wing generate lift? And how can we fly as optimally as possible? \u003c/p\u003e\n\u003cp\u003eThis course provides an introduction to the fundamentals of aeronautics, using a tour through the history of flight, starting with ballooning and continuing on to airplanes and helicopters. \u003c/p\u003e\n\u003cp\u003eExperts from the Faculty of Aerospace Engineering of Delft University of Technology will help you explore and disc"])</script><script>self.__next_f.push([1,"over the fundamentals of flight, in three blocks. First, you will explore the history of flight including ballooning and obtain a basic understanding of aircraft and the earth's atmosphere. Topics include stability, navigation, propulsion and the structure of aircraft. Block two examines the principles of aerodynamics. You will learn for instance how the shape of an airfoil or wing impacts the amount of lift generated. Block three covers flight mechanics, including various flight phases, such as descending, climbing or cruise, and the most optimal flying conditions for each phase.\u003c/p\u003eea:T7c8,\u003cp\u003eSolid waste management (SWM) is a crucial function of local governments around the world, and directly affects public health, the environment, and livelihoods. However, rapid urbanization and population growth place multiple pressures on solid waste management systems, particularly in cities in low- and middle-income countries. In particular, the urban poor are most affected by lack of access to basic SWM services, such as waste collection and disposal.\u003c/p\u003e\n\u003cp\u003eYet, the sector also provides numerous opportunities: Improving solid waste management provides a cleaner and healthier environment; improves livability for all city residents; and attracts new investment and tourism, which improve a city’s economic competitiveness, creating jobs, and new business opportunities. SWM also contributes to new sources of energy thus tackling climate change challenges. In these ways, SWM is directly relevant to the World Bank’s goals of ending extreme poverty and boosting shared prosperity.\u003c/p\u003e\n\u003cp\u003eHistorically, the highest expenditures of local governments is in the SWM sector but – particularly in low- and middle-income country cities – the bulk of expenses goes towards collection and transport instead of treatment and disposal. Another challenge is ensuring the financial sustainability of SWM projects and cost recovery once SWM infrastructure has been created. The world is generating increasing amounts of waste, with large amoun"])</script><script>self.__next_f.push([1,"ts (primarily plastics) ending up in the oceans. However, there is also a paradigm shift from thinking about waste as something to be disposed – “out of sight out of mind” – to a resource that can be used for energy generation, reduce the use and costs associated with virgin resources, and improve our climate change efforts.\u003c/p\u003e\n\u003cp\u003eGiven this background, this e-learning course is designed to look at the SWM sector, with a focus on MSW, from several angles in order to simplify concepts and promote understanding of this sector.\u003c/p\u003eeb:T4d5,\u003cul\u003e\n\u003cli\u003eGain a solid understanding of core concepts of SWM, with a focus on municipal solid waste (MSW), and the importance of the sector on economic development and environmental protection\u003c/li\u003e\n\u003cli\u003eEvaluate various technology options based on the financial, technical, and operational capacities of each technology and treatment/disposal options\u003c/li\u003e\n\u003cli\u003eDistinguish between infrastructure (capex) and operations and maintenance (opex) costs, as related to various technologies, and gain insight into cost recovery methods; learn about various funding mechanisms to establish SMW projects\u003c/li\u003e\n\u003cli\u003eExamine various policy options at national and local levels to determine what would be most suitable given individual country and city scenarios and learn how institutions and coordination can improve service delivery and financial performance of the sector\u003c/li\u003e\n\u003cli\u003eGain awareness of technological innovations in the sector, the key role of informal workers and women (particularly in low- and middle-income countries), and the changing perceptions of the waste sector towards resource management\u003c/li\u003e\n\u003cli\u003eFamiliarize and apply solutions for improvement in the sector, while learning from practical examples and case studies\u003c/li\u003e\n\u003c/ul\u003eec:T702,\u003cp\u003eHumanity faces an immense challenge: providing abundant energy to everyone without wrecking the planet. If we want a high-energy future while protecting the natural world for our children, we must consider the environmental consequences of energy pr"])</script><script>self.__next_f.push([1,"oduction and use. But money matters too: energy solutions that ignore economic costs are not realistic, particularly in a world where billions of people currently can’t afford access to basic energy services. How can we proceed? \u003c/p\u003e\n\u003cp\u003eEnergy Within Environmental Constraints won’t give you the answer. Instead, we will teach you how to ask the right questions and estimate the consequences of different choices. \u003c/p\u003e\n\u003cp\u003eThis course isrich in details of real devices and light on theory. You won’t find any electrodynamics here, but you will find enough about modern commercial solar panels to estimate if they would be profitable to install in a given location. We emphasizes costs: the cascade of capital and operating costs from energy extraction all the way through end uses. We also emphasize quantitative comparisons and tradeoffs: how much more expensive is electricity from solar panels than from coal plants, and how much pollution does it prevent? Is solar power as cost-effective an environmental investment as nuclear power or energy efficiency? And how do we include considerations other than cost? \u003c/p\u003e\n\u003cp\u003eThis course is intended for a diverse audience. Whether you are a student, an activist, a policymaker, a business owner, or a concerned citizen, this course will help you start to think carefully about our current energy system and how we can improve its environmental performance. \u003c/p\u003e\n\u003cp\u003ePhoto credits: \u003c/p\u003e\n\u003cp\u003e\u003cem\u003eSolar Farm\u003c/em\u003e CC-BY Michael Mees on flickr\u003cbr /\u003e\n\u003cem\u003eSmokestack\u003c/em\u003e CC-BY Patrick on flickr\u003c/p\u003eed:T58e,\u003cp\u003eIn this course, learn all about the 17 Sustainable Development Goals (SDGs). \u003c/p\u003e\n\u003cp\u003eIn September 2015, the world’s leaders signed on to this new agenda, answering the call for a global vision of important social, economic and environmental needs to support the planet and its people in long-term prosperity and survival. The goals include a set of key areas of focus, as well as detailed targets to put our planet on track for this continuing sustainability through 2030 and beyond. \u003c/p\u003e\n\u003cp\u003eS"])</script><script>self.__next_f.push([1,"ustainable development is not just a problem for future generations. It is a shared global responsibility now and forevermore to be thoughtful stewards of our entire world – from developed countries to developing countries, from high-level policymakers to individuals. \u003c/p\u003e\n\u003cp\u003eThis course is for: \u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAnyone new to the concept of the Sustainable Development Goals who wants to understand what they are, why they’re important and how to achieve them\u003c/li\u003e\n\u003cli\u003eGraduate students and advanced undergraduate students interested in the key concepts and practices of sustainability\u003c/li\u003e\n\u003cli\u003ePolicymakers and sustainable development practitioners looking for a concise overview of the goals and their targets\u003c/li\u003e\n\u003cli\u003ePrivate-sector actors, such as those who work in corporate sustainability and responsibility or at universities – who want their work to be more sustainable and align with global progress\u003c/li\u003e\n\u003c/ul\u003eee:T5cc,\u003cp\u003eDigital Agricultural Technologies (DATs) are innovations that enable farmers and agribusiness entrepreneurs to leapfrog to increase their productivity, efficiency, and competitiveness, facilitate access to markets, improve nutritional outcomes and enhance resilience to climate change. These technologies range from mobile apps to digital identities for farmers to solar applications for agriculture to portable agriculture devices. DATs are increasingly becoming indispensable in the global food and agriculture sector, from fast and convenient information delivery to providing virtual marketplaces. Considering the fact that digital technologies can accelerate agro-food outcomes is juxtaposed with low adoption rates of the same, the World Bank’s operations are increasingly incorporating digital agriculture as a critical element in its operations. Thus, it is important to study digital agriculture technologies in further detail.\u003c/p\u003e\n\u003cp\u003eThis five-week course will provide a high-level overview of DAT concepts, potential impact, range of technologies available, used cases as well as forward-looking tech"])</script><script>self.__next_f.push([1,"nologies. The course will introduce the participants to different agriculture data platforms already available and will encourage them to discover the scope and utility of the open data platforms for analytics and intelligence in agriculture. Participants will be required to engage in discussion forums with their peers and complete quizzes throughout the course.\u003c/p\u003eef:T9ed,"])</script><script>self.__next_f.push([1,"\u003cp\u003eDid you know that experts estimate an additional three billion people will live in cities by 2050? What will the impact be on the current world population – half of which currently lives in cities and contributes to about three-fourths of global economic output? The opportunities are vast –but so, too, are the potential issues. \u003c/p\u003e\n\u003cp\u003eIn \u003cem\u003eSustainable Cities\u003c/em\u003e , you will learn about the major challenges currently faced by urban areas around the world – including poverty, unemployment, poor housing infrastructure, and constraints on productivity – and the extraordinary potential of these areas to enable change in the future. From infrastructure to culture to economic opportunity, learn how harnessing the power of urban development for global progress is imperative. \u003c/p\u003e\n\u003cp\u003eThis course examines how urban sustainability can be delivered with increasing productivity and reduced inequality; provision of universal basic services and infrastructure; protection of the urban environments; and other solutions and investments, both speculative and in action around the world. \u003c/p\u003e\n\u003cp\u003eYou will emerge from this course understanding how governments, private stakeholders and other actors can improve urban development to heed the call of Sustainable Development Goal 11 – “making cities and human settlements inclusive, safe, resilient and sustainable“ by 2030. \u003c/p\u003e\n\u003cp\u003eThis course has been developed through a partnership between \u003cstrong\u003ethe SDG Academy\u003c/strong\u003e and the \u003cstrong\u003eIndian Institute for Human Settlements (IIHS)\u003c/strong\u003e , which is working to transform the current nature of urban education and practice in India. \u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThis course is for:\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eAnyone interested in the concept of sustainable cities\u003c/strong\u003e – including those interested in the development of their own local community – who wants to understand the foundations of modern urban development\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGraduate students and advanced undergraduate students\u003c/strong\u003e in architecture, real estate development, sustainable development, sustainable business, international development, public policy, and other related fields\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSustainable development practitioners\u003c/strong\u003e interested in the elements of sustainability that impact urban areas worldwide\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ePrivate-sector actors\u003c/strong\u003e , such as those who work in real estate development, technology, telecommunications, transportation, or energy – whose work can contribute to and redefine urban areas\u003c/li\u003e\n\u003c/ul\u003e"])</script><script>self.__next_f.push([1,"f0:T5a4,\u003cp\u003eWe are living in a contentious time in history. Fundamental disagreements on critical political issues make it essential to learn how to make an argument and analyze the arguments of others. This ability will help you engage in civil discourse and make effective changes in society. Even outside the political sphere, conveying a convincing message can benefit you throughout your personal, public, and professional lives. We will be using selected addresses from prominent twentieth-century Americans—including Martin Luther King Jr., John F. Kennedy, Margaret Chase Smith, Ronald Reagan, and more—to explore and analyze rhetorical structure and style. Through this analysis, you will learn how speakers and writers persuade an audience to adopt their point of view.\u003c/p\u003e\n\u003cp\u003eBuilt around Harvard Professor James Engell’s on-campus course, “Elements of Rhetoric,” this course will help you analyze and apply rhetorical structure and style, appreciate the relevance of persuasive communication in your own life, and understand how to persuade and recognize when someone is trying to persuade you. With this in mind, the newest edition of the course includes a discussion of persuasive speech in social media, and the impact of Generative AI on the practice of rhetoric. This course will inspire you to share your viewpoint and discover the most powerful ways to convince others to champion your cause. Join us to find your voice!\u003c/p\u003ef1:T92f,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAll of us carry explicit or implicit theories of learning. They manifest themselves in the ways we learn, the ways we teach, and the ways we think about leadership and learning.\u003c/p\u003e\n\u003cp\u003eIn Leaders of Learning, you will identify and develop your personal theory of learning, and explore how it fits into the shifting landscape of learning. This isn’t just about schools, it’s about the broader and bigger world of learning.\u003c/p\u003e\n\u003cp\u003eThe education sector is undergoing great transformation, and in the coming decades will continue to change. How we learn, what we learn, where we learn, and why we learn; all these questions will be reexamined. In Leaders of Learning, we will explore learning, leadership, organizational structure, and physical design.\u003c/p\u003e\n\u003cp\u003eHarvardX requires individuals who enroll in its courses on edX to abide by the terms of the \u003ca href=\"https://www.edx.org/edx-terms-service\"\u003eedX honor code\u003c/a\u003e. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.\u003c/p\u003e\n\u003cp\u003eHarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our \u003ca href=\"http://harvardx.harvard.edu/research-statement\"\u003eresearch statement\u003c/a\u003e to learn more.\u003c/p\u003e\n\u003cp\u003eHarvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact \u003ca href=\"mailto:harvardx@harvard.edu\" title=\"HarvardX Email Address\"\u003eharvardx@harvard.edu\u003c/a\u003e and/or \u003ca href=\"https://www.edx.org/contact-us\"\u003ereport your experience through the edX contact form.\u003c/a\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"f2:T941,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThis test preparation course, developed by the experts who create, administer and score the TOEFL iBT test, will help English language learners improve their skills.\u003c/p\u003e\n\u003cp\u003eThe TOEFL iBT test is the world’s most trusted and widely accepted English-language assessment. It has helped millions of people achieve their dreams to study, work or live abroad. More than 12,500 universities, government agencies and other institutions in over 160 countries worldwide accept TOEFL iBT scores for making important decisions.\u003c/p\u003e\n\u003cp\u003eThis course will help you understand what you can do to achieve your best TOEFL iBT test score. Instructors will guide you through each section (Reading, Listening, Speaking and Writing) and, using archived past test questions, will explain the kinds of questions you can expect. You will receive valuable advice, including how to register for the test, how it is scored and how to prepare for test day.\u003c/p\u003e\n\u003cp\u003eThis course is highly interactive, using videos, sample questions with explanations, short quizzes and collaborative discussion boards. You will also have access to real test materials from past tests. During the weeks covering Speaking and Writing, all course participants can receive scores for their practice-test responses.\u003c/p\u003e\n\u003cp\u003eIn addition, there will be free resources and discounted test prep offers throughout the course. Finally, you will receive valuable insider tips to help you do your best on the TOEFL iBT test so you can apply to the university or job of your dreams.\u003c/p\u003e\n\u003cp\u003eWho takes the TOEFL iBT test? More than 35 million people from all over the world have taken the TOEFL iBT test to demonstrate their English-language proficiency.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eStudents planning to study at an institution or university\u003c/li\u003e\n\u003cli\u003eCandidates for scholarships and professional certification\u003c/li\u003e\n\u003cli\u003eEnglish-language learners who want to track their progress\u003c/li\u003e\n\u003cli\u003eStudents and workers applying for visas in certain countries\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe TOEFL iBT test is offered in three convenient formats:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe traditional TOEFL iBT test on a computer at a test center\u003c/li\u003e\n\u003cli\u003eTOEFL iBT Home Edition, taken from home and monitored online by a human proctor and artificial intelligence (AI) technology\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThis course will help you prepare for the TOEFL iBT test, regardless of where and how you take it.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"f3:T7c5,\u003cp\u003e\u003cstrong\u003eIELTS\u003c/strong\u003e is the world's most popular English language test for those wanting to study in higher education in an English-speaking country.\u003c/p\u003e\n\u003cp\u003eThis IELTS course will prepare you to take the IELTS Academic tests with confidence. You will have immediate access to over 80 hours of interactive practice materials covering each of the four skills: listening, speaking, reading and writing.\u003c/p\u003e\n\u003cp\u003eThis innovative preparation course has been designed and written by experienced English teaching professionals from The University of Queensland, an IELTS testing centre and one of the world's leading centres of learning. All of the course writers have extensive experience enabling students to reach their academic IELTS goal of entering a university where English is the primary language.\u003c/p\u003e\n\u003cp\u003eEach section of this course includes engaging multi-media presentations reviewing key test-taking skills, strategies and techniques. These are accompanied by a wide variety of authentic IELTS-style exercises and interactive activities that provide focused practice of the skills, strategies and techniques that you need to perform at your best.\u003c/p\u003e\n\u003cp\u003eIn the new release of this IELTS preparation course, you will find a number of enhancements to an already-successful formula. The course appears with new videos and improvements to the explanation of answers as well as a number of new and engaging practice activities. Significantly, we have responded to requests from existing users to offer more comprehensive feedback on your writing using several new features.\u003c/p\u003e\n\u003cp\u003eAs the course is self-paced, you can complete all of the course units in sequence, or only select the areas you want to focus on to prepare for the IELTS Academic tests. In completing this course, you will feel fully prepared to complete the IELTS Academic tests.\u003c/p\u003e\n\u003cp\u003eStudents who select Verified enrolment in this course will have access to additional materials provided by the IELTSx course team.\u003c/p\u003ef4:T5b6,\u003cp\u003eThis self-paced online storytelling cour"])</script><script>self.__next_f.push([1,"se reveals the secrets behind the powerful tool that is storytelling. This four-week learning experience will equip you to tell stories your audiences will love. The power of storytelling is critical for captivating, educating, and influencing your audience whether in public speaking, social media, creative writing, or everyday real-life situations.\u003c/p\u003e\n\u003cp\u003eTelling great stories is not intuitive for most of us however, which is why so many people struggle with good storytelling. You can quickly unlock the art of storytelling and learn how to tell your own stories, including your personal story, using time-tested techniques that will keep your audience on the edge of their seats.\u003c/p\u003e\n\u003cp\u003e\"The Craft of Storytelling\" dives into storytelling tips such as:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eSetting the scene\u003c/li\u003e\n\u003cli\u003eBuilding a dramatic arc\u003c/li\u003e\n\u003cli\u003eEmpathizing with your audience\u003c/li\u003e\n\u003cli\u003eEliminating rabbit trails\u003c/li\u003e\n\u003cli\u003eLocking the conflict\u003c/li\u003e\n\u003cli\u003eThe \"Ice Road Trucker\" effect\u003c/li\u003e\n\u003cli\u003eEmploying key delivery techniques\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eTaught in a fun and conversational way, \"The Craft of Storytelling\" draws from the instructor's experience telling stories in podcasts, radio, print, documentaries, at parties, and live on stage in front of hundreds of people. Join this free course and learn engaging storytelling techniques and develop communication skills. Become a better storyteller and share your story with the world.\u003c/p\u003ef5:Tdc6,"])</script><script>self.__next_f.push([1,"\u003cp\u003eHow can we ensure that we don’t fail the next generation of children? What investments do we need to make an impact? What implementation decisions do we need to make for program success?\u003c/p\u003e\n\u003cp\u003eAn estimated 250 million children in low- and middle-income countries risk not meeting their development potential in the first five years of life—leading to lifelong impacts on health, learning, behavior, and overall adult productivity. During this critical time, strategic interventions can ensure children have a strong foundation to lead healthy, productive lives as engaged citizens.\u003c/p\u003e\n\u003cp\u003eThere is an urgent need to increase access to high-quality early childhood development intervention programs on national and global scales. While the science behind the importance of early development and funding for these programs has increased globally, policy development, research, and implementation best practices have not been widely adopted. As the COVID-19 virus disrupts health, nutrition, childcare, and education services, and stretches social and child protection systems to their limits, children and families least able to cope are being hit hardest with inequities in childhood development widening. Evidence-based policies that support families and young children are needed now more than ever. This course examines best practices in child and family policies, advocacy, financing, and pathways to scale—showing you how to generate an innovative, scalable intervention strategy that supports early childhood development. ****\u003c/p\u003e\n\u003cp\u003eThe course begins with a review of basic early childhood development concepts and successful implementation programs around the world. We learn why some programs succeed where others do less well and what strategies are key for enabling widespread adaptation of quality programming. For those working around the world in early childhood development programs, this course allows you to reflect and evaluate your own organization by reviewing real-world case successes, as well as a new global perspective from other learners. You will complete the course with new plans and ideas ready to implement within your program.\u003c/p\u003e\n\u003cp\u003eSuccessful implementation requires partnerships across implementation and research in real-world contexts. Together, Harvard University and UNICEF will bring global experience from communities to policy makers, evidence and experts from around the world. Aisha Yousafzai (Harvard TH Chan School of Public Health) and Pia Britto (UNICEF) will introduce you to real-world experts in programs, policy and research including Dr. Marquita Davis, Deputy Director of Early Learning at Bill \u0026amp; Melinda Gates Foundation speaking about Head Start; Dr. Christine Powell from the Caribbean Institute for Health Research at the University of the West Indies in Kingston, Jamaica speaking about Reach Up; Sumitra Mishra, Executive Director of Mobile Creches speaking about Mobile Creches; Sabrina Habib, the Co-Founder and Chief Exploration Officer at Kidogo speaking about Kidogo; Ayah Younis, Writer and Illustrator in Jordan from Ahlan Simsim; Marie Louise Samuels, Former Director Early Childhood Development in the Department of Basic Education in South Africa speaking about Grade R, and Claudia Andrea Zamora Reszczynski, Specialist in the National Team of Chile Crece Contigo at the Ministry of Social Development and Family of Chile speaking about Chile Crece Contigo.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eExpert affiliations are listed for identification purposes only.\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"f6:T59f,\u003cp dir=\"ltr\"\u003eHP AI Teacher Academy 2.0 has been updated for 2026 and is designed to equip educators with the essential knowledge, skills, and metacognitive practices to understand, use, and evaluate generative AI systems and tools. The course has also been redesigned to support over 14 languages. \u003cb\u003eGet a free verified certificate with referral code: 6FJGJOTX7MFH5M2H\u003c/b\u003e\u003cbr\u003e\u003c/br\u003e\u003cbr\u003e\u003c/br\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nThrough six interactive, self- guided modules, participants will learn about AI literacy, effective prompting techniques, practical applications, limitations of generative AI, and strategies for integrating AI into teaching. By the course’s end, educators will be prepared to navigate AI’s risks and benefits, leveraging it ethically and effectively in educational settings. New for 2026 is a module focused on designing and facilitating powerful learning and student experiences with AI. (Approximate time: 4 hrs.)\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nThe course encourages participants to join a LinkedIn online community to enhance their learning and connect with fellow educators focused on AI in education. This community offers a space to share projects, discuss trends, and seek guidance on generative AI. It also provides networking opportunities, access to practice prompts, and participation in an “Ask Me Anything” (AMA) series, keeping members informed and engaged with ongoing resources and discussions.\u003c/p\u003ef7:T90f,"])</script><script>self.__next_f.push([1,"\u003cp dir=\"ltr\"\u003e\u003cb\u003eUnderstand Generative AI:\u003c/b\u003e\u003c/p\u003e\n\n\u003cul\u003e\n\u003cli\u003eDefine generative AI and identify its key components\u003c/li\u003e\n\u003cli\u003eRecognize common generative AI technologies in education, like AI tutors and content generators.\u003c/li\u003e\n\u003cli\u003eExplore domains of generative AI and their educational applications.\u003c/li\u003e\n\u003cli\u003eDiscuss the ethical and social implications of generative AI, focusing on responsible use.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cb\u003e\n\nUnderstand Prompt Engineering:\u003c/b\u003e\u003c/p\u003e\n\n\u003cul\u003e\n\u003cli\u003eExplain prompt engineering and its educational benefits.\u003c/li\u003e\n\u003cli\u003eTeach how to write effective prompts for instructional use.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cb\u003e\n\nIdentify Practical Applications of AI in Education:\u003c/b\u003e\u003c/p\u003e\n\n\u003cul\u003e\n\u003cli\u003eUse generative AI for administrative tasks, lesson planning, instructional material creation, and differentiated instruction.\u003c/li\u003e\n\u003cli\u003eReview and edit AI-generated content for accuracy.\u003c/li\u003e\n\u003cli\u003eEvaluate the benefits and limitations of generative AI in instructional planning.\u003c/li\u003e\n\u003cli\u003eUtilize generative AI for creating assessments and providing personalized feedback to students.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cb\u003e\n\nIdentify best practices for AI use, including privacy protection, bias awareness, and responsible data handling.\u003c/b\u003e\u003c/p\u003e\n\n\u003cul\u003e\n\u003cli\u003eDevelop AI literacy in students, emphasizing understanding AI capabilities and limitations.\u003c/li\u003e\n\u003cli\u003eAddress academic integrity, distinguishing between original work and AI- generated content, and ensuring compliance with privacy policies like GDPR, FERPA and COPPA.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cb\u003e\n\nAssess Student Learning\u003c/b\u003e\u003c/p\u003e\n\n\u003cul\u003e\n\u003cli\u003eUse generative AI to support assessment, feedback, and data analysis”\u003c/li\u003e\n\u003cli\u003eAssessment Creation\u003c/li\u003e\n\u003cli\u003eIndividualizing feedback\u003c/li\u003e\n\u003cli\u003eVary levels of metacognition to promote authentic work\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cb\u003e\n\nDesigning Powerful Learning Experiences\u003c/b\u003e\u003c/p\u003e\n\n\u003cul\u003e\n\u003cli\u003eUnderstand how generative AI can support the design of learning experiences that create agency, purpose, curiosity, and connection\u003c/li\u003e\n\u003cli\u003eApply design thinking strategies to create a powerful learning activity\u003c/li\u003e\n\u003cli\u003eUse AI to support metacognitive practices\u003c/li\u003e\n\u003c/ul\u003e"])</script><script>self.__next_f.push([1,"f8:T6b6,\u003cp dir=\"ltr\"\u003eThis course harnesses science-backed techniques applicable across different learning platforms, equipping you with the strategies you need to thrive as an online learner.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nIn this course, you will:\u003cb style=\"font-weight: normal;\"\u003e\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nReflect on your Identity as a Learner: Learn about the history and benefits of learning online and reflect on how embarking on this new journey of learning online fits into your broader narrative as a lifelong learner.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nDevelop Digital Literacy Skills: Acquire essential skills for navigating and utilizing online learning technologies effectively, including familiarity with Learning Management Systems, the unique features of the edX platform, and using AI to support your learning.\u003cb style=\"font-weight: normal;\"\u003e\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nEnhance Metacognitive Skills: Learn to develop awareness of your own learning behaviors and thought processes, a key aspect of successful online learning.\u003cb style=\"font-weight: normal;\"\u003e\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nApply Effective Study Strategies: Examine a range of study strategies based on current research, covering awareness, balance, community engagement, and dedication to learning.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nLeverage Community Resources: Discuss how to effectively utilize peer interactions and community resources to enhance your learning experience.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nImprove Time Management: Cultivate strong time management skills tailored for online learning, including techniques like the Pomodoro method and understanding your chronotype for optimal learning.\u003c/p\u003ef9:T68d,\u003cp\u003eThis course will help you envision how Indigenous histories, perspectives, worldviews, and approaches to learning can be made part of the work we do in classrooms, organizations, communities, and our everyday experiences in ways that are thoughtful and respectful. In this course, reconciliation emphasizes chan"])</script><script>self.__next_f.push([1,"ging institutional structures, practices, and policies, as well as personal and professional ideologies to create environments that are committed to strengthening our relationships with Indigenous peoples.\u003c/p\u003e\n\u003cp\u003eFor educators, this means responding to educational reforms that prioritize improved educational outcomes for Indigenous learners. In addition, educators must support all learners to develop their knowledge and understanding of Indigenous people's worldviews and cultures as a basis for creating equitable and inclusive learning spaces. To support these goals, teachers, administrators, young people, school staff, and researchers will learn from Indigenous Elders, educational leaders, and culturally relevant learning resources as part of their experiences in this course.\u003c/p\u003e\n\u003cp\u003eFor others who want to build their own competence and the capacity of those around them to engage with in relationships with Indigenous peoples based on intercultural understanding, empathy, and respect, this course will help get you get started in this process.\u003c/p\u003e\n\u003cp\u003eThis course is regularly updated and may change. If you're signing up now, revisit this page for the latest details a few weeks ahead of the start date. While this is an instructor-paced course, this course will not be moderated by an instructor or TA.\u003c/p\u003e\n\u003cp\u003eThe verified certificate is 50USD.\u003c/p\u003efa:T616,\u003cp\u003e\u003cspan lang=\"EN-GB\"\u003eThis course aims to help you learn the basics of the Arabic language required for a simple conversation without needing to study Arabic grammar first. The well-designed, semi-genuine video conversations, practice worksheets, and hands-on exercises accommodate your different learning levels and styles. This design objective is to cover the four communicative skills required to learn a foreign language—reading, writing, listening, and speaking. \u003c/span\u003e\u003c/p\u003e\n\u003cp\u003eYou will also learn numerous words and become familiar with the a-b-c’s of Arab culture, as well as the best ways to approach Arabic speakers. You will be introduced to some types of non-ve"])</script><script>self.__next_f.push([1,"rbal communication that are popular in the Arab region, which you are expected to know.\u003c/p\u003e\n\u003cp\u003eSince this course is a doorway to the Arabic language, we will teach you the shapes and sounds of the Arabic letters as well. Arabic is a member of the Semitic language family. This means that the directionality of Arabic script is right to left, in addition to a number of other characteristics that you will discover during your learning journey in this course.\u003c/p\u003e\n\u003cp\u003eSeveral professionals including linguists, educators, and e-learning platform developers collaborated to put this course together. The goal is to apply the best scientific and pedagogical methods proven to help non-Arabic speakers learn Arabic.\u003c/p\u003e\n\u003cp\u003eThis course will undoubtedly be an enjoyable journey if you have a passion for knowledge and exotic adventures in the Arab world with all its diverse cultures.\u003c/p\u003efb:T4b8,\u003cp\u003e¡Bienvenidos y bienvenidas! (Welcome!) In this Spanish course, you will learn basic vocabulary to talk about yourself and your everyday life, in the present and in the past, in simple and brief communication situations, as well as about plans for an immediate future. At the end of the course you will be able to communicate in everyday situations according to the A1 proficiency level as described in the Common European Framework of Reference for Languages (CEFRL, Council of Europe).\u003c/p\u003e\n\u003cp\u003eThe course, which is designed for English speakers, offers a variety of exercises after going through the stages of content presentation, comprehension and production. You have videos, small texts and audios to improve your pronunciation, glossaries, activities for oral practice with other course students, quizzes, grammar cards and recommendations on external Internet resources to continue learning more and more Spanish.\u003c/p\u003e\n\u003cp\u003eThe topics on which the activities revolve are work life, family life, city life and outdoor life. As you can see, a bit of everything to be able talk about yourself and to engage in everyday communication.\u003c/p\u003e\n\u003cp\u003eWe hope you li"])</script><script>self.__next_f.push([1,"ke our menu. ¡Buen provecho! (Bon appétit!)\u003c/p\u003efc:T5c7,\u003cp\u003e\u003cstrong\u003e¡Bienvenidos y bienvenidas! (Welcome!)\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn this Spanish course, you will learn basic vocabulary to talk about yourself and your everyday life, in the present, in the future and in the past, in simple and brief communication situations. You will learn expressions of time, how to express things that will happen in the future, vocabulary related to the shopping list, how to express an opinion, talking about your health, and about experiences and activities that happened in the past. At the end of the course you will be able to communicate in everyday situations according to the A2 proficiency level (elementary) as described in the \u003cem\u003eCommon European Framework of Reference for Languages\u003c/em\u003e ​​(CEFRL, Council of Europe). \u003c/p\u003e\n\u003cp\u003eThe course, which is designed for English speakers, offers a variety of exercises after going through the stages of content presentation, comprehension and production. You have videos, small texts and audios to improve your pronunciation, glossaries, activities for oral practice with other course students, quizzes, grammar cards and recommendations on external Internet resources to continue learning more and more Spanish. \u003c/p\u003e\n\u003cp\u003eThe topics on which the activities revolve are work life, family life, city life and outdoor life. As you can see, a bit of everything to be able talk about yourself and to engage in everyday communication. \u003c/p\u003e\n\u003cp\u003eWe hope you like our menu. ¡Buen provecho! (Bon appétit!)\u003c/p\u003efd:T603,\u003cp\u003eEl francés es el noveno idioma más hablado del mundo y es también la lengua oficial en 33 países. Esto hace que sea un requisito imprescindible en muchas empresas, instituciones gubernamentales y ONG’s que hacen uso de este idioma. Existen más de 200 millones de hablantes alrededor del mundo. \u003c/p\u003e\n\u003cp\u003eEn este curso vas a adquirir bases muy fuertes para dialogar con franceses, canadienses o toda persona de habla francés. Tendrás la capacidad de hablar acerca del clima, de pedir en un resta"])</script><script>self.__next_f.push([1,"urante o en una tienda, entre varias temáticas más que serán interesantes y enriquecedoras.\u003c/p\u003e\n\u003cp\u003eAprenderás las bases del idioma, desde los verbos básicos como être (ser/estar), avoir (tener), la pronunciación de las letras en francés y de las vocales nasales tan francesas. De igual forma la conjugación, del presente, del pasado y del futuro. Vocabulario básico como los números, los colores y expresiones muy importantes para expresarse con un francófono. Podrás escuchar la pronunciación correcta de profesores franceses nativos con unos años de experiencia en la enseñanza del francés.\u003c/p\u003e\n\u003cp\u003eEl contenido está diseñado para personas como tú, que quieren viajar, vivir y trabajar en un país francófono o profesionales que tienen la necesidad de aprender el idioma para trabajar en una empresa o entablar lazos comerciales con una empresa francófona. Si el francés, idioma de origen latín como el español, es de tu interés al final del curso podrás poner en práctica los conocimientos adquiridos.\u003c/p\u003efe:T5d7,\u003cp\u003eThe cell is a powerful case study to help us explore the functional logic of living systems. All organisms, from single-celled algae to complex multicellular organisms like us, are made up of cells. In this course, you will learn the how and why of biology by exploring the function of the molecular components of cells, and how these cellular components are organized in a complex hierarchy.\u003c/p\u003e\n\u003cp\u003eThis course is designed to explore the fundamentals of cell biology. The overarching goal is for learners to understand, from a human-centered perspective, that cells are evolving ensembles of macromolecules that in turn form complex communities in tissues, organs, and multicellular organisms.\u003c/p\u003e\n\u003cp\u003eWe will focus, in particular, on the mitochondrion, the organelle that powers the cell. In this context, we will look at the processes of cell metabolism. Finally, we will examine the F1F0 ATP synthase, the molecular machine that is responsible for the synthesis of most of the ATP that your cells re"])</script><script>self.__next_f.push([1,"quire to do work. To underscore the importance of cell biology to our lives, we will address questions of development and disease and implications of science in society.\u003c/p\u003e\n\u003cp\u003eBy the end of four weeks, we hope learners will have a deep intuition for the functional logic of a cell. Together we will ask how do things work within a cell, why do they work the way they do, and how are we impacted?\u003c/p\u003e\n\u003cp\u003eJoin us as we explore the extraordinary and wonderfully dynamic world of the cell.\u003c/p\u003eff:T56a,\u003cp\u003eWhat’s living in your food? Many of the foods that we consume daily owe their distinct characteristics and flavors to microbes, specifically through a biochemical process of fermentation (using bacteria, fungi, and other microorganisms to produce diverse foods). Gourmands and everyday consumers can quickly name some of the most popular fermented foods we consume—beer, yogurt, pickles—but, what about that coffee you drank this morning, or the chocolate bar you are saving for later? \u003c/p\u003e\n\u003cp\u003eThrough hands-on, at-home exercises, you will experiment with your food to grow your own microbial environments to make mead, sourdough, tempeh, and more—and discover the important role science plays in food fermentation. In Food Fermentation: The Science of Cooking with Microbes, you will explore the history of food and beverage fermentations and how it changes and enhances flavors, aromas, and tastes. You will engage with your peers in kitchen science, discussing how and why fermentation does or does not happen and what conditions you should consider to create the right growth opportunities. \u003c/p\u003e\n\u003cp\u003eFrom chemistry to microbiology to your dinner plate, this course will analyze the role of microbes in production, preservation, and enhancement of diverse foods across a variety of culinary traditions.\u003c/p\u003e\n\u003cp\u003eIgnore the old adage. Are you ready to play with your food?\u003c/p\u003e100:T50e,\u003cp\u003ePsychology is the study of how we feel, see, hear, speak, learn and narrate our story in the world. Cognitive psychologists primarily focus on how our m"])</script><script>self.__next_f.push([1,"ind works and how it develops from the moment we are born and through childhood to reach its full capability. This course is intended for anyone with an interest in Psychology, it does not require any previous expertise or knowledge of the subject.\u003c/p\u003e\n\u003cp\u003eLearners will explore the key ideas, models and findings of the main cognitive functions, including memory, language, attention and perception.\u003c/p\u003e\n\u003cp\u003eThe course will also provide insights into the core research methods used to study the mind, brain and behaviour (from behavioural experiments to the study of patients with brain damage, and the use of neuroimaging techniques). In doing so, learners will understand the main methods and materials used to explore human feelings, sensations and thinking as well as the way humans learn and interact with their own selves and others.\u003c/p\u003e\n\u003cp\u003eThis course will give learners an understanding of the historical development of modern Psychology, and a familiarity with what we now know about our own mind-body system through an exciting journey inside our mind and how it evolves throughout our lives with the help of brain plasticity.\u003c/p\u003e101:T661,\u003cp\u003eMathematics is the language of Science, Engineering and Technology. Calculus is an elementary mathematical course in any Science and Engineering Bachelor. Pre-university Calculus will prepare you for the Introductory Calculus courses by reviewing five important mathematical subjects that are assumed to be mastered by beginning Bachelor students: functions, equations, differentiation, integration and analytic geometry. After this course you will be well prepared to start your university calculus course. You will learn to understand the necessary definitions and mathematical concepts needed and you will be trained to apply those and solve mathematical problems. You will feel confident in using basic mathematical techniques for your first calculus course at university-level, building on high-school level mathematics. We aim to teach you the skills, but also to show you how mathematics wi"])</script><script>self.__next_f.push([1,"ll be used in different engineering and science disciplines.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eEducation method\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis is a self-paced course consisting of 7 modules (or weeks) and 1 final exam. The modules consist of a collection of 3-5 minute lecture videos, inspirational videos on the use of mathematics in Science, Engineering and Technology, (interactive) exercises and homework.\u003c/p\u003e\n\u003cp\u003eThe videos, practice exercises and homework are available free of charge in the audit track. In the ID-verified track, necessary if you pursue a certificate, you can additionally access the final exam.\u003c/p\u003e\n\u003cp\u003eThis course has been awarded with the 2016 Open Education Award for Excellence in the category 'Open MOOC' by the Open Education Consortium.\u003c/p\u003e102:T894,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIn this course, we go beyond the calculus textbook, working with practitioners in social, life and physical sciences to understand how calculus and mathematical models play a role in their work.\u003c/p\u003e\n\u003cp\u003eThrough a series of case studies, you’ll learn:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eHow standardized test makers use functions to analyze the difficulty of test questions;\u003c/li\u003e\n\u003cli\u003eHow economists model interaction of price and demand using rates of change, in a historical case of subway ridership;\u003c/li\u003e\n\u003cli\u003eHow an x-ray is different from a CT-scan, and what this has to do with integrals;\u003c/li\u003e\n\u003cli\u003eHow biologists use differential equation models to predict when populations will experience dramatic changes, such as extinction or outbreaks;\u003c/li\u003e\n\u003cli\u003eHow the Lotka-Volterra predator-prey model was created to answer a biological puzzle;\u003c/li\u003e\n\u003cli\u003eHow statisticians use functions to model data, like income distributions, and how integrals measure chance;\u003c/li\u003e\n\u003cli\u003eHow Einstein’s Energy Equation, E=mc2 is an approximation to a more complicated equation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eWith real practitioners as your guide, you’ll explore these situations in a hands-on way: looking at data and graphs, writing equations, doing calculus computations, and making educated guesses and predictions.\u003c/p\u003e\n\u003cp\u003eThis course provides a unique supplement to a course in single-variable calculus. Key topics include application of derivatives, integrals and differential equations, mathematical models and parameters.\u003c/p\u003e\n\u003cp\u003eThis course is for anyone who has completed or is currently taking a single-variable calculus course (differential and integral), at the high school (AP or IB) or college/university level. You will need to be familiar with the basics of derivatives, integrals, and differential equations, as well as functions involving polynomials, exponentials, and logarithms.\u003c/p\u003e\n\u003cp\u003eThis is a course to learn applications of calculus to other fields, and NOT a course to learn the basics of calculus. Whether you’re a student who has just finished an introductory Calculus course or a teacher looking for more authentic examples for your classroom, there is something for you to learn here, and we hope you’ll join us!\u003c/p\u003e"])</script><script>self.__next_f.push([1,"103:T4ca,\u003cp\u003e\u003cstrong\u003eWhat will you learn?\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThis foundation maths course provides learners with the foundational skills necessary to excel in mathematics.\u003c/p\u003e\n\u003cp\u003eThis standalone course may assist learners who wish to undertake \u003ca href=\"https://www.edx.org/xseries/adelaidex-mathtrackx?index=product\u0026queryID=d8259b59ed34a6fc8aa7cc14dbb0982e\u0026position=3\u0026results_level=first-level-results\u0026term=adelaide\u0026objectID=program-6fe2404d-1a01-4c51-bff9-f350a7f5d219\u0026campaign=MathTrackX\u0026source=edX\u0026product_category=xseries\u0026placement_url=https%3A%2F%2Fwww.edx.org%2Fsearch\" rel=\"noopener\" target=\"_blank\" title=\"AdelaideX’s MathTrackX XSeries Program\"\u003eAdelaideX’s MathTrackX XSeries Program\u003c/a\u003e, however, it is not a mandatory course within the MathTrackX Program.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eWho should study this foundation mathematics course?\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFor school leavers, it acts as a maths bridging course between their prior educational experiences and the requirements of tertiary education. Professionals who want to refresh their knowledge or return to higher education will benefit from the course's tools and techniques, equipping them to effectively communicate their mathematical ideas in a business or an academic setting.\u003c/p\u003e104:T790,\u003cp\u003eA strong foundation in mathematics is critical for success in all science and engineering disciplines. Whether you want to make a strong start to a master’s degree, prepare for more advanced courses, solidify your knowledge in a professional context or simply brush up on fundamentals, this course will get you up to speed.\u003c/p\u003e\n\u003cp\u003eThis course allows you to get a solid basis by refreshing and reviewing your bachelor-level calculus.\u003c/p\u003e\n\u003cp\u003eThe course focuses on functions of one variable. In the first 5 weeks you will learn all the basic integration, differentiation and approximation techniques required in a first calculus course of an engineering bachelor education. In the final week these topics will all come together as you solve and analyze several ordinary differential equations.\u003c/p\u003e\n\u003cp\u003eW"])</script><script>self.__next_f.push([1,"e use examples that are based on real-life applications so you can practice your mathematical skills in an engineering context. Our courses in calculus offer enough depth to cover what you need to succeed in your engineering master’s or profession in areas such as modeling, physics, fluid dynamics, dynamical systems and more.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThis is a review course\u003c/strong\u003e\u003cbr /\u003e\nThis self-contained course is modular, so you do not need to follow the entire course if you wish to focus on a particular aspect. As a review course you are expected to have previously studied or be familiar with most of the material. Hence the pace will be higher than in an introductory course.\u003c/p\u003e\n\u003cp\u003eThis format is ideal for refreshing your bachelor level mathematics and letting you practice as much as you want. Through the Grasple platform, you will have access to plenty of exercises and receive intelligent, personal and immediate feedback.\u003c/p\u003e\n\u003cp\u003eThis course is part of our series \u003cstrong\u003eMastering Mathematics for Engineers\u003c/strong\u003e , and together with the course Calculus II part of the program \u003cstrong\u003eMastering Calculus\u003c/strong\u003e.\u003c/p\u003e105:T49b,\u003cp\u003eCreated specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, Fat Chance prioritizes the development of a mathematical mode of thought over rote memorization of terms and formulae. Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting. \u003c/p\u003e\n\u003cp\u003eIn Modules 1 and 2, you will be introduced to basic counting skills that you will build upon throughout the course. In Module 3, you will apply those skills to simple problems in probability. In Modules 4 through 6, you will explore how those ideas and techniques can be adapted to answer a greater range of probability problems. "])</script><script>self.__next_f.push([1,"Lastly, in Module 7, you will be introduced to statistics through the notion of expected value, variance, and the normal distribution. You will see how to use these ideas to approximate probabilities in situations where it is difficult to calculate their exact values.\u003c/p\u003e106:T420,\u003cp\u003e\u003cimg style=\"max-height:175px\" align=\"right\" alt=\"\" src=\"https://www.edx.org/sites/default/files/edx-prize-logo-2018-nominee.png\"/\u003eGain expertise in the growing field of Supply Chain Management through an innovative online program consisting of five courses and a final capstone exam. The MicroMasters Program in Supply Chain from MITx is an advanced, professional, graduate-level foundation in Supply Chain Management. It represents the equivalent of one semester's worth of coursework at MIT.\u003c/P\u003e   \r\n\r\n\u003cp\u003eThe MicroMasters program certificate will showcase your understanding of supply chain analytics, design, technology, dynamics and end-to-end supply chain management. Build on the program certificate and take advantage of a great opportunity to be accepted into the #1 ranked supply chain management Masters Degree program for a fraction of the cost.\u003c/P\u003e\r\n\r\n\u003cp\u003e\u003cb\u003e\u003ci\u003ePlease be advised that certain courses in the program may require online proctoring for assessments. Specific details will be provided at the start of the given course.\u003c/p\u003e\u003c/b\u003e\u003c/i\u003e107:T5dd,\u003cp\u003eThe demand for expertise in AI and machine learning is growing rapidly. By enabling new technologies like self-driving cars and recommendation systems or improving old ones like medical diagnostics and search engines, AI is transforming how we live, work, and play. This series will enable you to take the first steps toward understanding programming fundamentals so you can solve important real-world problems and future-proof your career.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis professional certificate series combines CS50’s legendary Introduction to Computer Science course with a new program that takes a deep dive into the concepts and algorithms at the foundation of modern artificial intelligence. This series wil"])</script><script>self.__next_f.push([1,"l lead you through the most popular undergraduate course at Harvard, where you’ll learn the common programming languages, then carries that foundation through CS50’s Introduction to Artificial Intelligence with Python. Through hands-on projects, you’ll gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence.\u003c/p\u003e\r\n\r\n\u003cp\u003eBy course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own. Enroll now to gain expertise in one of the fastest-growing domains of computer science from the creators of one of the most popular computer science courses ever.\u003c/p\u003e108:T54d,\u003cp\u003eIn today's ever-changing business landscape, it is more important than ever for leaders to have an understanding of artificial intelligence and data analytics. AI is expected to drive significant growth and value for the global economy, generated by the companies and countries that leverage it over the coming years. With that in mind, it's critical for leaders, managers, executives, and board members to develop their AI skills and understand how to leverage data to make the right decisions to grow their businesses.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis Professional Certificate in AI and Data Analytics, brought to you by Babson College, the #1 school in Entrepreneurship (U.S. News \u0026 World Report), will give leaders a basic understanding of AI and how autonomous data can be used to make critical business decisions. The courses in this program will give learners the skills, strategies, and tactics to create AI-powered business models and explain how AI will impact their customers, employees, investors, operations, and product/service offerings.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe program will also dive deeper into data analytics to help business leaders understand the fundamental concepts of sound statistical thinking. Key concepts such as understanding variation,"])</script><script>self.__next_f.push([1," perceiving the relative risk of alternative decisions, and pinpointing sources of variation will be highlighted.\u003c/p\u003e109:T95e,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAdvance your career in AI by learning about the tools that power today's most intelligent systems, with the \u003cstrong\u003eGoogle Cloud: Generate Smarter Generative AI Outputs \u003c/strong\u003eprofessional certificate — developed by Google Cloud and delivered on edX.\u003c/p\u003e\r\n\r\n\u003cp\u003eDesigned for developers, data scientists, and AI practitioners, this program builds your ability to create, deploy, and optimize generative AI solutions on Google Cloud. It's delivered through \u003cstrong\u003ethree courses\u003c/strong\u003e:\u003c/p\u003e\r\n\u003cul\u003e\r\n  \r\n\u003cli\u003e\u003cstrong\u003eIntroduction to AI and Machine Learning on Google Cloud\u003c/strong\u003e\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eIntroduction to Image Generation\u003c/strong\u003e\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eVector Search and Embeddings\u003c/strong\u003e\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eEstablish a broad foundation in AI and machine learning. \u003c/strong\u003eLearn how predictive and generative models are developed within Google Cloud's data-to-AI ecosystem, and explore the suite of services — including Vertex AI and Gemini — that enable end-to-end model development. Gain hands-on experience building an ML model, tuning prompts, and using multimodal capabilities to generate smarter, more efficient AI outputs.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eDive into the world of image generation and diffusion models. \u003c/strong\u003eExplore the deep learning techniques behind many of today's most advanced creative AI systems. Understand how these models are inspired by thermodynamics, explore the progression from unconditioned to text-to-image generation, and learn to train and deploy diffusion models using Google Cloud's Vertex AI platform.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eDiscover how to make AI systems more useful through intelligent search\u003c/strong\u003e. Explore semantic and hybrid search methods using vector embeddings, and learn to design retrieval-augmented generation (RAG) pipelines that minimize hallucinations and improve contextual accuracy. By applying these concepts, you'll build a robust understanding of how to construct AI agents that retrieve and generate information with precision.\u003c/p\u003e\r\n\r\n\u003cp\u003eThroughout this program, you'll work through practical labs and guided exercises to reinforce technical learning, and apply concepts directly within the Google Cloud environment. By the end, you'll have the knowledge to design generative AI applications that produce higher-quality outputs — from creating images and content to powering smarter search and recommendation systems.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"10a:T84e,"])</script><script>self.__next_f.push([1,"\u003cp\u003eAdvance your IT career by learning to manage, secure, and optimize Google Workspace environments with the \u003cstrong\u003eGoogle Workspace Administrator\u003c/strong\u003e professional certificate, developed by Google Cloud and delivered on edX.\u003c/p\u003e\r\n\r\n\u003cp\u003eDesigned for aspiring or current system administrators, this program equips you with the technical expertise to oversee collaboration tools, protect organizational data, and streamline operations across a modern cloud-based workplace. It's delivered through \u003cstrong\u003ethree\u003c/strong\u003e hands-on courses:\u003c/p\u003e\r\n\u003cul\u003e\r\n\u003cli\u003e\u003cstrong\u003eGoogle Workspace Core Services\u003c/strong\u003e\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eGoogle Workspace Data Governance\u003c/strong\u003e\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eGoogle Workspace Security\u003c/strong\u003e\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eMaster the core services that power collaboration across organizations.\u003c/strong\u003e Learn to enable and configure Gmail, Calendar, Drive, Meet, Chat, and Docs for users and groups; deploy Gemini to enhance productivity with AI-driven insights; and use AppSheet and Apps Script to automate workflows and extend the functionality of Workspace applications.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eStrengthen your ability to govern data responsibly.\u003c/strong\u003e Explore data-loss prevention (DLP) rules in Gmail and Drive, manage retention and retrieval with Google Vault, and configure both data regions and export settings to meet compliance standards. You'll also learn how to classify and label data to support security, structure, and transparency across your organization.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eElevate your capabilities in Workspace security.\u003c/strong\u003e Implement robust authentication controls such as strong password policies and two-step verification; manage third-party app access and mobile device security; and use the security investigation tool to proactively identify and respond to risks.\u003c/p\u003e\r\n\r\n\u003cp\u003eBy the end of this online program, you'll have developed the end-to-end skills needed to manage an entire Google Workspace domain. You'll also earn Google Workspace Administrator certification, an industry-recognized credential that validates your ability to manage and secure enterprise environments.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"10b:T4f1,\u003cp\u003eData is at the heart of our digital economy and data science has been ranked as the hottest profession of the 21st century. Whether you are new to the job market or already in the workforce and looking to upskill yourself, this five course Data Science with Python Professional Certificate program is aimed at preparing you for a career in data science and machine learning. No prior computer programming experience required!\u003c/p\u003e\r\n\r\n\u003cp\u003eYou will start by learning Python, the most popular language for data science. You will then develop skills for data analysis and data visualization and also get a practical introduction in machine learning. Finally, you will apply and demonstrate your knowledge of data science and machine learning with a capstone project involving a real life business problem.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis program is taught by experts and focused on hands-on learning and job readiness. As such you will work with real datasets and will be given no-charge access to tools like Jupyter notebooks in the IBM Cloud. You will utilize popular Python toolkits and libraries such as pandas, numpy, matplotlib, seaborn, folium, scipy, scikitlearn, and more.\u003c/p\u003e\r\n\r\n\u003cp\u003eStart developing data and analytical skills today and launch your career in data science!\u003c/p\u003e10c:T638,\u003cp\u003eDemand for data analysis skills are projected to grow in the U.S. 21% over the next 10 years, over four times the rate of the overall labor market. Fields like Data Science, Data Analytics, and Statistics are expected to grow up to 34%. According to the World Economic Forum, emerging global demand for data analytics skills across occupations is contributing to a “race for talent,” with more jobs available than qualified candidates. According to Burning Glass Technologies research, hybrid, more complex roles which combine field-centric skills with data analysis competencies are up to 40% higher paying than their single-focus counterparts, are high-growth, and immune to the threat of automation.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis Professional Certificate program prepar"])</script><script>self.__next_f.push([1,"es students, working professionals, and decision makers to become data literate in both their professional and personal lives. In today’s data-driven world, data literacy will transform you into a “data citizen,” allowing you to communicate and make decisions based upon facts with confidence. You will emerge as a champion for a data literate culture.\u003c/p\u003e \r\n\r\n\u003cp\u003eYou will gain an understanding of how using data visualization, big data, data collection, and analytical tools to better understand business challenges and inform the decision-making process.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis program is valuable for students and professionals who want to go beyond data analysis software proficiency to develop the ability to read, write, and communicate using data in context, including an understanding of data sources and constructs.\u003c/p\u003e10d:T795,\u003cp\u003eEnhance your expertise in customer interaction management with the \u003cstrong\u003eGoogle Cloud: Contact Center AI Platform (CCAIP) \u003c/strong\u003eprofessional certificate, developed by Google Cloud and delivered on edX.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe pathway is designed for contact center professionals across agent, manager, and administrator roles. It provides essential training on how to use, manage, and configure Google Cloud's unified contact center platform to support effective customer engagement across channels.\u003c/p\u003e\r\n\r\n\u003cp\u003eIt's delivered through \u003cstrong\u003ethree\u003c/strong\u003e focused courses:\u003c/p\u003e\r\n\u003cul\u003e\r\n\u003cli\u003e\u003cstrong\u003eHandle Consumer Interactions with CCAIP\u003c/strong\u003e\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eManage Functions and Reporting with CCAIP\u003c/strong\u003e\u003c/li\u003e\r\n\u003cli\u003e\u003cstrong\u003eConfigure and Maintain CCAIP as an Admin\u003c/strong\u003e\u003c/li\u003e\r\n\u003c/ul\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eLearn about the core agent features and functionality within CCAIP.\u003c/strong\u003e Understand how the platform enables organizations to deploy Contact Center AI without relying on multiple technology providers. Develop the skills to handle call and chat interactions while meeting consumer needs using Agent Adapters.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eAdvance to management level.\u003c/strong\u003e Learn to monitor and analyze team perf"])</script><script>self.__next_f.push([1,"ormance, track KPIs, coach agents, and configure the contact center to support onboarding, staffing adjustments, and ongoing performance evaluation.\u003c/p\u003e\r\n\u003cp\u003e\u003cstrong\u003eExplore the administrative aspects of CCAIP.\u003c/strong\u003e Learn to set up, configure, adjust, and maintain the platform; manage routing paths and communication channels; and assign agents and teams to ensure efficient operation and improved customer experience.\u003c/p\u003e\r\n\r\n\u003cp\u003eBy the end of this online program, you'll understand the essential functions of Contact Center AI Platform from end to end — equipping you to support customer service operations; manage reporting and configuration; and maintain CCAIP for reliable, effective consumer interaction management.\u003c/p\u003e10e:T10c8,"])</script><script>self.__next_f.push([1,"\u003cp\u003eData scientists bring value to organizations across industries because they are able to solve complex challenges with data and drive important decision-making processes. Not only is there a huge demand, but there is a significant shortage of qualified data scientists with 54% of the most rigorous data science positions requiring a degree higher than a bachelor’s.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis MicroMasters® program in Statistics and Data Science (SDS) was developed by MITx and the \u003ca href=\"https://idss.mit.edu/academics/micromasters-program-in-statistics-and-data-science-sds/\"\u003eMIT Institute for Data, Systems, and Society (IDSS)\u003c/a\u003e. It is a multidisciplinary approach comprised of four separate tracks with four online courses each and a virtually proctored exam. Each track focuses on a combination of methods-centered courses and domain analysis courses to provide you with foundational knowledge and hands-on training. All learners complete the Probability and Machine Learning courses, two other courses determined by the chosen track, and the Capstone Exam.\r\n\r\n\u003cp\u003eData scientists bring value to organizations across industries because they are able to solve complex challenges with data and drive important decision-making processes. Not only is there a huge demand, but there is a significant shortage of qualified data scientists with 54% of the most rigorous data science positions requiring a degree higher than a bachelor’s.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis MicroMasters® program in Statistics and Data Science (SDS) was developed by MITx and the MIT Institute for Data, Systems, and Society (IDSS). It is a multidisciplinary approach comprised of four separate tracks with four online courses each and a virtually proctored exam. Each track focuses on three methods-centered courses and a domain analysis course to provide you with foundational knowledge and hands-on training in a discipline of your choice. All learners complete the Probability and Machine Learning courses. The track you choose determines your third methods course and a final domain analysis course.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eGeneral Track\u003c/b\u003e\u003cbr\u003e\r\nThis track will prepare you to become an informed and effective practitioner of data science who adds value to your organization across industries.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003ca href=\"https://www.edx.org/masters/micromasters/mitx-statistics-and-data-science-general-track\"\u003eYou are currently exploring the General track\u003c/a\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eMethods Track\u003c/b\u003e\u003cbr\u003e\r\nThis track will prepare you with in-depth knowledge of data science and time series analysis and will enable you to conduct rigorous analysis, inform decision-making processes, and contribute to evidence-based practices across industries.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003ca href=\"https://www.edx.org/masters/micromasters/mitx-statistics-and-data-science-methods-track\"\u003eExplore the Methods track here\u003c/a\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eSocial Sciences Track\u003c/b\u003e\u003cbr\u003e\r\nThis track will prepare you to extract meaningful insights from social, cultural, economic, and policy-related data and equip you to tackle complex real-world problems and contribute to cutting-edge advancements in AI and data-driven solutions within all social sciences.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003ca href=\"https://www.edx.org/masters/micromasters/mitx-statistics-and-data-science-social-sciences-track\"\u003eExplore the Social Sciences track here\u003c/a\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eTime Series and Social Sciences Track\u003c/b\u003e\u003cbr\u003e\r\nThis track will equip you to analyze the impact of interventions on time series data, preparing you for roles in economics, public policy, and social sciences where understanding temporal dynamics is crucial for informed decision-making and policy formulation.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003ca href=\"https://www.edx.org/masters/micromasters/mitx-statistics-and-data-science-time-series-and-social-sciences-track\"\u003eExplore the Time Series and Social Sciences track here\u003c/a\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003eAll tracks are taught by MIT faculty and administered by IDSS at a similar pace and level of rigor as an on-campus course at MIT. The program is designed for learners who want to acquire sophisticated and rigorous training in data science without leaving their day job but without compromising quality. There is no application process, but college-level calculus and comfort with mathematical reasoning and Python programming are highly recommended if you want to excel.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"10f:Tca6,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe demand for software engineers and full stack developers is set to grow 25% p.a. (U.S. Bureau of Labor Statistics). This comprehensive MicroBachelors program not only gives you job-ready skills and practical experience employers are looking for, but also gives you valuable college credits towards your degree.\u003c/p\u003e\r\n\r\n\u003cp\u003eWithin just 6-8 months, you could be applying for your first full stack development job. No prior programming experience is required to get started. Why do businesses need full stack developers? With their enviable ability to combine frontend and backend programming expertise, full stack engineers create dynamic web and cloud solutions that contribute to business success.\r\n\u003c/p\u003e\r\n\r\n\u003cp\u003eWhether you're an adaptable professional seeking to transition into tech or a creative student/graduate eager to begin an IT career, this IBM Full Stack Application Development MicroBachelors is your ideal path for entering the field.\u003c/p\u003e\r\n\r\n\u003cp\u003eGuided by IBM experts, you’ll learn the tools and technologies businesses use to build, deploy, test, run, and manage full stack cloud-native applications. You’ll build cloud-based applications, participate in hands-on labs, and complete projects that develop the job-ready skills employers check for on a resume.\u003c/p\u003e\r\n\r\n\u003cp\u003eAs you learn, you'll dive into technical subjects such as cloud infrastructure, cloud native practices, and agile software development. You’ll work with HTML, CSS, and JavaScript, and explore CI/CD, containers, Docker, and Kubernetes. You’ll learn about OpenShift, Istio, Python programming, and get hands-on with databases, NoSQL, SQL, Django, and Bootstrap. Plus, you’ll explore application security, microservices, and serverless computing. And you'll be immersed in essential topics like GitHub, Node.js, React, and DevOps, building the skills and knowledge you need for a successful career in software engineering. In the final capstone project, you’ll develop a cloud- native application using resources like GitHub, IBM Cloud services, and various open-source frameworks, and you’ll apply your knowledge of cloud-native languages, database management, AI/machine learning, and CI/CD. This will give you valuable, verified experience you can talk about in interviews. If you’re looking to build a rewarding career in full stack development, this IBM Full Stack Application Development MicroBachelors will give you the job- ready knowledge, practical skills, industry-recognized credentials, and valuable college credits that open doors to highly promising career opportunities.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003ci\u003e\"We're delighted that IBM is our first corporate partner to offer a MicroBachelors program on edX. Not only is IBM a longtime partner in delivering online education that equips learners with real skills for the workplace, but they are innovating with us as we meet the needs of learners without a college degree with our MicroBachelors programs. This particular program is incredible because it's for people with no prior programming or cloud experience, and prepares them for an entry-level role as a full stack developer with the option to get college credit from our university credit partner.\" - Anant Agarwal, edX Founder and CEO\u003c/i\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"110:T682,\u003cp\u003eThe skills and expertise required for a career in finance are in high demand across countless industries. From asset management, to corporations, to official institutions, the career opportunities for qualified finance professionals continue to grow and evolve. For example, demand for financial analysts is predicted to grow at a faster than average rate of 11% through 2026 (\u003ca href=\"https://www.thebalancecareers.com/top-jobs-for-finance-majors-2064048\"\u003eSource\u003c/a\u003e). And according to Glassdoor, the median salary of a quantitative financial analyst was $106,575. (\u003ca href=\"https://www.wallstreetmojo.com/quantitative-financial-analyst/\"\u003eSource\u003c/a\u003e)\u003c/p\u003e\r\n\r\n\u003cp\u003eThe MITx MicroMasters® Program in Finance offers recent graduates, early to mid-stage professionals, and other individuals interested in pursuing a career in finance, an opportunity to advance in the finance field or fast-track an MIT Sloan Master of Finance through a rigorous, comprehensive online curriculum, delivered by the world-renowned MIT Sloan School of Management.\u003c/p\u003e \r\n\r\n\u003cp\u003eDrawn from the STEM-based curriculum taught on campus, all five online courses in this program mirror on-campus graduate-level MIT coursework and cover the following topics: modern finance, financial accounting, mathematical methods for quantitative finance, and derivatives markets. Learners who complete and pass each course in this online program may earn a MicroMasters program certificate in finance, and are considered affiliate members of the MIT Alumni Association. Those learners are eligible to apply to the MIT Sloan Master of Finance and upon acceptance, earn credit for the work performed online.\u003c/p\u003e111:T59c,\u003cp\u003eTransform your productivity and become an indispensable asset in the modern workplace. As generative AI reshapes industries, professionals who can harness its power to drive efficiency and innovation are more in-demand than ever. This program, developed by Google Cloud, provides the essential skills to leverage the AI capabilities of Gemini directly within th"])</script><script>self.__next_f.push([1,"e Google Workspace apps you use every day.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis program will equip you to work smarter, not harder. You will gain hands-on experience using Gemini to draft and refine emails in Gmail, generate creative text and proofread documents in Google Docs, create custom images in Google Slides, and build project templates in Google Sheets. You'll also learn how to make meetings more effective with AI-assisted notes and translated captions in Google Meet and how to produce engaging videos from scratch with Google Vids. By mastering these tools, you'll be prepared to streamline workflows, unlock creativity, and dedicate more time to high-impact work.\u003c/p\u003e\r\n\r\n\u003cp\u003eCompleting this program will position you as a go-to productivity leader on any team. Whether you're in project management, marketing, administration, or any role that relies on collaboration, these applied AI skills will enhance your value and future-proof your career. Enroll today to learn directly from Google and start harnessing the power of generative AI to accelerate your professional growth.\u003c/p\u003e112:T9cb,"])</script><script>self.__next_f.push([1,"\u003cp\u003eArtificial Intelligence (AI) and Machine Learning (ML) now impact every aspect of our daily lives and routines - whether in the workplace or at home. This program introduces you into this exciting and disruptive technology and arms you with applied AI skills.\u003c/p\u003e\r\n\r\n\u003cp\u003eML is fast-developing, disruptive, and sometimes controversial, but anyone can benefit from a guided tour of how the technology works, its benefits and drawbacks, along with its implications for society.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis program is intended to cut through the hype, help you understand what AI really is, and what it isn’t. It covers why data is important and demonstrates the relationship between data, machine learning, and artificial intelligence to help you discuss and use these technologies with others.\u003c/p\u003e\r\n \r\n\u003cp\u003eThe program kicks off with a Google AI for Anyone course that covers the basics of AI and ML and how AI is used in the real world. Learning from Google AI experts and practitioners, you will explore what machine learning programming looks like at a high level  learning techniques such as neural networks. Later in the course you'll acquire some hands-on experience teaching a computer to recognize images, sounds, and more.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe second course Google AI for JavaScript developers with TensorFlow.js builds upon the concepts introduced in course 1 but is still beginner friendly - you just need a basic knowledge of JavaScript, HTML, and CSS.\u003c/p\u003e \r\n\r\n\u003cp\u003eLearn how to give your web application superpowers to stand out from the crowd and create next generation web apps that can be used by billions of people in a single click - from computer vision to natural language processing.\u003c/p\u003e\r\n\r\n\u003cp\u003eYou'll learn how to use TensorFlow.js models and their APIs to create real working systems that solve problems that could impact real business ideas. Imagine offering a customer the ability to automatically block spam comments in a chat application or blog before they are even sent, or use state of the art models to build your very own smart security camera, and more.\u003c/p\u003e \r\n\r\n\u003cp\u003eBy leveraging TensorFlow.js - Google's open-source leading ML library for JavaScript - you will go deeper, learn how to use state of the art pre-made models, retrain existing models, and even take your first steps writing your own models to solve simple tasks taking your first steps as a Web Machine Learning Engineer.\u003c/p\u003e\r\n\r\n\u003cp\u003eKick off your Web AI and ML journey with this professional certificate program from Google today.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"113:T94e,"])</script><script>self.__next_f.push([1,"\u003cp\u003e97% of employers expect to benefit from using generative AI (Source: Access Partnership survey for Amazon Web Services). Organizations need individuals who know how to automate tasks, speed up research, analyze data swiftly, and create original content using gen AI. This generative AI Professional Certificate is ideal for anyone looking to build in-demand gen AI skills quickly for their job or resume. You don’t need any prior technical experience or background in AI to take the program.\u003c/p\u003e\r\n\r\n\u003cp\u003eHow can you use gen AI in your job? To create text and content you can input prompts into AI models like ChatGPT, which then produce coherent and contextually relevant text, images, or music. You can also create scripts and bots that handle tasks such as data entry, customer inquiries, and report generation based on predefined prompts and algorithms. This happens in seconds and enables you to streamline workflows, automate repetitive tasks, and generate creative content extremely efficiently.\u003c/p\u003e\r\n\r\n\u003cp\u003eDuring this program, you’ll develop a comprehensive understanding of the fundamental concepts, tools, applications, and ethical implications of gen AI and build gen AI skills you can use in your job straight away.\u003c/p\u003e\r\n\r\n\u003cp\u003eYou’ll become familiar with the common generative AI models. You’ll explore powerful prompt engineering techniques, and learn how to write effective prompts to produce the results you need using generative AI tools. Plus, you’ll learn about the building blocks and foundation models of generative AI, such as the GPT, DALL-E, and IBM Granite models.\u003c/p\u003e\r\n\r\n\u003cp\u003eImportantly, IBM experts will share insights and tips on how you can use gen AI to boost your career and become more productive. Plus, you’ll gain valuable practical experience through hands-on labs and projects, where you’ll explore the use cases of generative AI through popular tools and platforms like OpenAI’s ChatGPT, Stable Diffusion, Microsoft Copilot, Google Gemini, Hugging Face, and IBM watsonx.ai.\u003c/p\u003e \r\n\r\n\u003cp\u003eIf you’re keen to strengthen your resume with skills employers need, and become more efficient in your current role by leveraging the power of gen AI, this Generative AI for Everyone Professional Certificate consists of short courses (just 4-6 hours each) that will give you the skills and understanding you need to power your career forward.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"114:T412,Apply common operations (pre-processing, plotting, etc.) to datasets using Python. ,Explain the concept of supervised, semi-supervised, unsupervised machine learning and reinforcement learning. ,Explain how various supervised learning models work and recognize their limitations. ,Analyze which factors impact the performance of learning algorithms. ,Apply learning algorithms to datasets using Python and Scikit-learn and evaluate their performance. ,Optimize a machine learning pipeline using Python and Scikit-learn. ,Describe the main classes of clustering techniques. ,Implement k-means and hierarchical clustering. ,Motivate the need and choice of dimensionality reduction techniques. ,Implement Principal Component Analysis (PCA) for feature extraction. ,Explain how deep neural networks work and their advantages. ,Train deep neural networks for classification and regression tasks. ,Explain the basic concepts and techniques of reinforcement learning. ,Describe how reinforcement learning could be applied in real world applications.115:T58c,\u003cp\u003eThis series of hands-on and interactive MOOCs will give learners a comprehensive overview of the basics machine learning topics. You will discover how machine learning classification and regression techniques allow you to make predictions for a category (classification) or for a number (regression) given data. This can be useful in predicting properties of objects (such as their weight or shape), or predicting qualities of people (customer satisfaction, etc.).\u003c/p\u003e\r\n\r\n\u003cp\u003eYou will learn about unsupervised learning techniques such as clustering and dimensionality reduction and how useful they are to make sense of large and/or high dimensional datasets.\u003c/p\u003e\r\n\r\n\u003cp\u003eWe will also cover more advanced supervised learning techniques such as deep learning. This is useful to train neural networks to solve more complicated classification and regression tasks. Finally, you will deep dive into the reinforcement learning techniques and understand how to use them to train AI agents that i"])</script><script>self.__next_f.push([1,"nteract with an environment.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe lectures feature a unique combination of videos mixed with hands-on interaction with machine learning algorithms to stimulate a deeper understanding. In the exercises you apply the algorithms in Python using scikit-learn and in the final project you will further deepen your understanding of the various concepts by building and tuning a machine learning pipeline from start to finish.\u003c/p\u003e116:T52c,\u003cp\u003eBecome proficient in Generative AI with this program that covers all the fundamentals. This program will allow you to get practical skills with major cloud providers like Azure and AWS as well as foundational knowledge on the core concepts you must know.\u003c/p\u003e\r\n\r\n\u003cp\u003eDeveloped by industry experts, this program provides you with practical experience using various cloud services and tools, such as AWS CodeWhisperer, SageMaker, and Lightsail, as well as Azure OpenAI Service. You'll explore the characteristics and benefits of both Small Language Models (SLMs) and Large Language Models (LLMs), discovering their real-world applications, from chatbots to language translation. Learn architectural patterns like Retrieval-Augmented Generation (RAG) and how to deploy language models effectively across different platforms.\u003c/p\u003e\r\n\r\n\u003cp\u003eThroughout the program, you'll reinforce concepts through hands-on labs and code examples, learning to serve powerful language models as scalable web APIs using tools like llama.cpp for local deployment. By the end of the program, you'll have the skills to integrate generative AI into your DevOps workflow, quickly prototype ideas, and improve your software development process for increased productivity and innovation, whether you're working with cloud-based or local language models.\u003c/p\u003e117:T750,\u003cp\u003eGenerative AI presents executives and business leaders with unprecedented opportunities to innovate and drive measurable business outcomes. This IBM Executive Generative AI program is designed for forward-thinking business executives, leaders, and decision-makers who wan"])</script><script>self.__next_f.push([1,"t to stay ahead of industry trends and capitalize on AI's transformative potential.\r\nIBM’s top AI experts share how to assess and seamlessly integrate generative AI strategies and technologies into your organization for maximum impact.\u003c/p\u003e\r\n\r\n\u003cp\u003eFirst, gain foundational knowledge of generative AI by exploring its core principles, practical business applications, and its essential role in building future-ready organizations. Additionally, you’ll explore how to strategically align AI initiatives with your organizational goals, helping you drive ROI and spark innovation.  You’ll develop governance expertise to confidently navigate compliance, address ethical considerations, and adopt best practices for responsible AI implementation. Finally, you’ll learn about the perils of poorly constructed use cases for generative AI and the practices of well-constructed use cases for generative AI using adaptations of real-world generative AI use case implementations in areas like customer engagement, workforce optimization, and financial decision-making.\u003c/p\u003e\r\n\r\n\u003cp\u003ePut your skills to practice using IBM watsonx, a cutting-edge AI platform, to develop custom generative AI solutions. You'll master advanced prompt-writing techniques and learn how to craft tailored genAI use cases to solve real-world business challenges. \u003c/p\u003e\r\n\r\n\u003cp\u003eComplete this program, ready to collaborate with stakeholders to maximize AI’s strategic value and lead AI-driven transformation across your enterprise.\u003c/p\u003e\r\n\r\n\u003cp\u003eBe ready to lead your organization into a future powered by generative AI. Sign up now. \u003c/p\u003e118:T988,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIntroducing our comprehensive AI for Marketing Professional Certification Program, where innovation meets expertise to propel your career to new heights in the dynamic world of digital marketing.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis program is meticulously crafted to provide participants with a deep understanding of how artificial intelligence (AI) is revolutionizing the landscape of digital marketing. Through a blend of theoretical knowledge and hands-on practical experience, participants will gain invaluable insights into leveraging AI technologies to optimize marketing strategies, streamline campaign automation, and enhance overall marketing effectiveness.\u003c/p\u003e\r\n\r\n\u003cp\u003eThroughout the program, participants will delve into key areas such as Marketing Optimization and Campaign Automation, where they will learn how to harness AI-driven algorithms to analyze consumer behavior, identify trends, and personalize marketing campaigns for maximum impact. Additionally, participants will explore Marketing Strategy and Creativity, discovering innovative ways to integrate AI tools into their strategic planning processes to drive brand growth and customer engagement.\u003c/p\u003e\r\n\r\n\u003cp\u003eLed by industry experts and seasoned professionals, our program ensures that participants not only grasp the theoretical foundations of AI in digital marketing but also acquire the practical skills needed to implement AI solutions effectively in real-world scenarios.\u003c/p\u003e\r\n\r\n\u003cp\u003eFurthermore, our program goes beyond just understanding AI technology; it emphasizes the importance of ethical considerations and responsible use of AI in marketing practices. Participants will explore the ethical implications of AI-driven marketing initiatives and learn how to navigate potential challenges while maintaining consumer trust and privacy.\u003c/p\u003e\r\n\r\n\u003cp\u003eUpon successful completion of the program, participants will be awarded a prestigious certification, validating their expertise in AI Marketing and positioning them as leaders in this rapidly evolving field. Whether you're a seasoned marketing professional looking to stay ahead of the curve or a newcomer eager to explore the intersection of AI and marketing, our AI for Marketing Professional Certification Program offers the perfect opportunity to elevate your skills, expand your horizons, and drive transformative results in your career. Join us on this exciting journey to unlock the full potential of AI in digital marketing.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"119:T5a5,\u003cp\u003e Digital marketing is fast becoming the dominant tool in marketers’ toolboxes.  While “out of home” marketing and mass communication continue to make-up a large part of a company’s marketing budget, the digital components of these budgets are growing rapidly. This is in part due to the fact that digital marketing presents the opportunity to track the ROI on every dollar spent. As such, it is critical that experts in digital marketing build both sound marketing and creativity skills, as well as significant skills in data analysis.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis program will prepare you for the future of marketing and arm you with the most critical tools and skills to drive value at your company. You will learn the key marketing skills most in-demand today, including: omni-channel marketing, marketing analytics, social media strategy, online advertising, and AI approaches to customer value analysis.\u003c/p\u003e\r\n\r\n\u003cp\u003eDesigned by world-renowned marketing professors at Maryland Smith, home to some of the strongest marketing researchers and teachers in the world, this Professional Certificate in Digital Marketing from the University of Maryland develops the digital marketing acumen you need to take advantage of the explosive growth and rapidly evolving marketing industry. Today’s marketers face a “digital skills gap,” and when you earn a Professional Certificate in Digital Marketing from Maryland Smith, you will be future ready.\u003c/p\u003e11a:T8f8,"])</script><script>self.__next_f.push([1,"\u003cp\u003eGlobal digital marketing is projected to reach a $786.2 Billion by 2026 (SOURCE Global Industry Analysts, Inc). As the digital landscape grows and evolves, learn how to place your business at the forefront by designing a digital marketing strategy to achieve your business objectives.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis Professional Certificate will first introduce you to the role of marketing in a competitive marketplace and give you a good understanding of how to apply its principles to online marketing. Topics covered will include content marketing, e-commerce, user experience and web design, social media, search engine optimisation (SEO)/pay-per-click (PPC) and many more.\u003c/p\u003e \r\n\r\n\u003cp\u003eYou will develop an understanding of the impact of digitalisation on businesses and learn how to take advantage of new technologies to succeed in the modern business world. You will learn how to apply your new knowledge to future marketing activities by developing your own unique digital marketing strategy and marketing plan capable of achieving a set of business objectives.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis program focuses on skills development. Learning from successful Edinburgh-based businesses, such as The List and Innis \u0026 Gunn, you will acquire new marketing and digital marketing skills, and you will gain confidence that you can apply them in any business setting.\u003c/p\u003e \r\n\r\n\u003cp\u003eLearners on the verified track will be assessed weekly through multiple choice quizzes. To successfully complete the course and demonstrate you have achieved a sound understanding of digital marketing principles, you will need to achieve a minimum of 50% correct answers in the multiple choice questions.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis program is aimed at business owners, start-ups or those pursuing a career in digital marketing. It is also suitable for those who wish to learn about marketing and its application in a digital environment. At the end of the certificate, you will have a digital marketing strategy which you can apply to your business or use as part of your career portfolio. You might be a business owner or entrepreneur looking to upskill or reskill in marketing techniques, or new to the business world with a need to acquire the relevant digital marketing skills. This program is for you, if you want to learn how to set enterprise apart!\u003c/p\u003e"])</script><script>self.__next_f.push([1,"11b:T4c9,\u003cp\u003eWhile the marketing channels to reach new and existing customers have changed drastically over the past decade, the fundamentals of marketing and consumer acquisition have stayed true. Understanding how to quickly identify customer needs and apply those learnings to your marketing strategy is critical if you are looking to launch and/or grow a business.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis strategic marketing Professional Certificate, brought to you by Babson College, the #1 school in Entrepreneurship (U.S. News \u0026 World Report), is designed for those who want to learn the fundamentals of brand building, consumer behavior, and audience targeting. You'll learn how to reach your potential and current customers most effectively and efficiently.\u003c/p\u003e\r\n\r\n\u003cp\u003eBy completing this program, you will gain practical experience by learning how to design a customer-centric marketing campaign for your own business or for an organization that needs marketing support. You will learn how to view the customer engagement experience through the eyes of your target audience to effectively build a strong brand. Topics covered include: the marketing mix, segmentation, targeting and positioning, marketing strategy, and real-world consumer behavior.\u003c/p\u003e11c:T406,\u003cp\u003eDigital marketing and customer engagement is a field full of rapid and continuous change, and nowadays, there exists a generational difference in the approach to leveraging digital platforms. As change continues, it is increasingly imperative that marketing professionals understand the value and applications of new technologies in order to maximize engagement with any audience and create value for both customers and their business.\u003c/p\u003e\r\n\r\n\u003cp\u003eThrough this program, you will gain a toolbox of innovations and techniques to take your digital marketing skills to the next level. You will gain a valuable understanding of how companies can reinvent their marketing strategies and processes to be more competitive in the new and dynamic digital world.\u003c/p\u003e\r\n\r\n\u003cp\u003eBy completing this program you will cover "])</script><script>self.__next_f.push([1,"multiple different approaches to reaching the same goal: To increase customer engagement in an evolving digital market and create the most valuable digital business model and communications strategy for your organization.\u003c/p\u003e11d:T674,\u003cp\u003eThis three-month project management professional certificate will give you the skills to successfully manage small, do-it-yourself projects, to large-scale projects across a range of industries and sectors.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eWhat will you learn?\u003c/strong\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003eThe first course in this Professional Certificate, Introduction to Project Management, focuses on project management fundamentals.\u003c/p\u003e\r\n\r\n\u003cp\u003eThroughout your learning journey, you will apply project management methodologies to the key characteristics of a project life cycle. You will learn about the application of core principles through carefully considered scenarios with broad-ranging contexts. To get a deeper insight into the scope of project management, you'll share your experience and knowledge with other learners, learning from them as you go.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe second course, Risk Management for Projects, will expand your knowledge of project planning by developing your understanding and skills in project risk management. You will learn how to integrate the risk management process into your own business context by identifying, assessing and analysing risk. You will complete your learning journey by developing a strategy for risk response, and how to monitor and review risk.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cstrong\u003eWho should study this program?\u003c/strong\u003e\u003c/p\u003e\r\n\u003cp\u003eThis project and risk management program is ideal for anyone who needs to plan, manage or contribute to projects - whether you're new to project management or looking to strengthen your skills. It's suitable for professionals across all industries, as well as individuals managing projects in community or personal contexts.\u003c/p\u003e11e:T6f9,\u003cp\u003eNominated for the 2020 edX Prize\u003c/p\u003e\r\n\r\n\u003cp\u003eIn this Professional Certificate program, you will learn the mechanics of how to design and facilitate proj"])</script><script>self.__next_f.push([1,"ects using “pure” Agile Scrum and Lean Kanban techniques. You will also learn the trade-offs of using hybrid techniques such as Lean Startup, Scaled Agile For the Enterprise (SAFe), and Disciplined Agile Development. \u003c/p\u003e\r\n\r\n\u003cp\u003eWe will then go beyond these frameworks to the science and essential principles you’ll need to ensure you get the greatest benefits of Agile Project Management methods: Speed, Innovation, Leadership, and Kaizen (Change for the Better).\u003c/p\u003e\r\n\r\n\u003cp\u003eAfter completing this course series, you will be able to clearly explain how Agile techniques address faults in traditional project management techniques, the tradeoffs (benefits and risks) of these approaches, and when it’s best to apply them to maximize value to the organization.\u003c/p\u003e\r\n\r\n\u003cp\u003eEngineers, managers, designers, writers, creators, and executers of all types will benefit from learning these principles of Agile. Whether you’re delivering a small part of a project or portfolios of large multi-million-dollar government works; these principles scale and apply to all industries to achieve delivery success. This is why companies that are embracing these principles continue to set record earnings and stock prices (e.g. AMZN, APPL, TSLA); and those that ignore them find themselves unable to compete.\u003c/p\u003e\r\n\r\n\u003cp\u003eUpon successful completion of this program, learners can earn up to 50 Professional Development Unit (PDU) credits, 10 PDU credits per course, which are recognized by the Project Management Institute (PMI).  PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). \u003c/p\u003e11f:T734,\u003cp\u003eThis introductory program is designed to give business professionals the basic background on Information Technology (IT) to let them get the most in their interaction with IT professionals, either from their company or from external corporation, as they will have a deeper understanding when identifying requirements, evaluating workloads or supervising results in the IT field.\u003c/p\u003e\r\n\r\n\u003cp\u003eThrough this pr"])</script><script>self.__next_f.push([1,"ogram, you will learn the basic concepts of information systems and their application, and gain familiarity with the terminology used within the IT field.\u003c/p\u003e\r\n\r\nThis program covers the following topic areas:\r\n\u003cul\u003e\r\n\u003cli\u003e\u003cstrong\u003eInformation Systems and Office Application Software in Organizations:\u003c/strong\u003e\r\nStandard office suite tools, office systems (email, conferencing, etc...), basics of desktop operating systems. Internet, web browsers, Electronic Data Interchange and enterprise wide systems.\u003c/li\u003e\r\n\r\n\u003cli\u003e\u003cstrong\u003eHardware and Systems Technology:\u003c/strong\u003e\r\nComputers and their components, data representation and processing. Computer networks, client/server architecture, operating systems architecture and wireless computing.\u003c/li\u003e\r\n\r\n\u003cli\u003e\u003cstrong\u003eInformation Systems Software Development:\u003c/strong\u003e\r\nSoftware development, systems development, information processing, user interface design and standards, software project management.\u003c/li\u003e\r\n\r\n\u003cli\u003e\u003cstrong\u003eProgramming Concepts and Data Management:\u003c/strong\u003e\r\nProgramming languages and logic, object oriented methods, data types and structures, file types, databases, SQL. Web technologies and development, data warehousing and data mining.\u003c/li\u003e\r\n\r\n\u003cli\u003e\u003cstrong\u003eBusiness, Social, and Ethical Implications and Issues:\u003c/strong\u003e\r\nEconomic effects, business strategies, privacy concerns, security threats and controls, intellectual property and careers in information technology.\u003c/li\u003e\r\n\u003c/ul\u003e120:T5f6,\u003cp\u003eKickstart a high-demand career in Information Technology (IT) with the job-ready skills employers want for IT support entry-level roles. This program helps you build a strong foundation in IT fundamentals, networking, cybersecurity, and cloud computing, enabling you to get job-ready in as little as three months. No prior experience or degree is required. It also trains you for the CompTIA Tech+ certification exam with tips, quizzes, and a practice exam.\u003c/p\u003e\r\n\r\n\u003cp\u003eNearly every business and individual depends on technology, and IT support professionals play a critical role in helping organizati"])</script><script>self.__next_f.push([1,"ons operate smoothly. Their job involves installing computers, setting up networks and Wi-Fi, troubleshooting issues, and delivering excellent customer service.\u003c/p\u003e\r\n\r\n\u003cp\u003eThroughout this program, you'll gain hands-on experience using essential IT support tools and skills such as hardware and software configuration, ticketing systems, SLAs, technical support, and troubleshooting. Plus, you'll apply your networking, cybersecurity, and cloud computing knowledge to analyze real-world help- desk requests and resolve issues.\u003c/p\u003e\r\n\r\n\u003cp\u003eUpon successful completion, you'll graduate with a portfolio of projects that showcase your job- ready skills and have a Professional Certificate from IBM that verifies your proficiency. You'll also be prepared to take the CompTIA Tech+ certification exam with confidence. If you're keen to launch a career as an IT support professional in the fast-growing world of tech, enroll today!\u003c/p\u003e121:Ta9a,"])</script><script>self.__next_f.push([1,"\u003cp\u003eGartner has forecast that global IT spending is set to surge and the demand for IT project managers is rising sharply! This IBM IT Project Management Professional Certificate gives aspiring IT project managers, project coordinators, IT support specialists, and entry-level IT professionals the in-demand skills employers need to drive successful, business-aligned technology initiatives. No prior experience required.\u003c/p\u003e\r\n\r\n\u003cp\u003eWhat do IT project managers do? IT project managers plan, coordinate, and oversee technology projects, ensuring they meet business goals, stay within budget, and are completed on schedule. They work closely with cross-functional teams to manage resources, assess risks, and address challenges, all while aligning project outcomes with an organization’s strategic objectives.\r\nDuring this program, you’ll gain the essential skills and tools you need to excel as an IT project manager. Starting with the foundational concepts of project management, you’ll learn how to plan, manage, and track projects effectively while mastering key communication and leadership techniques that help ensure project success.\u003c/p\u003e\r\n\r\n\u003cp\u003eYou’ll dive into both traditional and Agile methodologies., You’ll explore adaptive planning, iterative development, and continuous improvement, all of which are vital for delivering value to customers early and often. Additionally, you'll gain a solid understanding of the technical skills needed for IT project management, including key concepts in hardware, operating systems, software, cybersecurity, and cloud computing.\u003c/p\u003e \r\n\r\n\u003cp\u003eThroughout the program, you’ll apply these concepts in real-world scenarios, practicing how to set up projects for success, manage risks, and address challenges that arise during the project lifecycle. You’ll dive into software engineering fundamentals, including the Software Development Lifecycle (SDLC), tools, technologies, and stacks, giving you a comprehensive understanding of the tech landscape.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe program also prepares you to gain certification such as the industry-recognized Certified Associate in Project Management (CAPM) exam from PMI. And, as you progress, you'll build hands-on skills, such as creating project timelines, managing resources, and handling client communications.\u003c/p\u003e \r\n\r\n\u003cp\u003eThe program then culminates in a capstone project where you’ll demonstrate your end-to-end knowledge of IT project management, showcasing your ability to manage and lead successful IT projects while ensuring business alignment and positive outcomes.\u003c/p\u003e\r\n\r\n\u003cp\u003eIf you’re keen to kickstart a rewarding IT project management career, ENROLL TODAY and prepare to power up your resume for success!\u003c/p\u003e"])</script><script>self.__next_f.push([1,"122:T58b,\u003cp\u003eThis is Harvard’s famous CS50 course bundled together with CS50’s Introduction to Python as one program: Computer Science for Python Programming. Get an introduction to the intellectual enterprises of computer science and the art of programming using a language called Python.\u003c/p\u003e\r\n \r\n\u003cp\u003eIn this two-course Professional Certificate program you can kick off your programming journey with an Introduction to Computer Science (CS50x), which focuses on computer science more generally as well as an entry into programming with Python along with C, SQL, and JavaScript, plus HTML and CSS.\u003c/p\u003e\r\n\r\n\u003cp\u003eTo further your skills for programming with Python, you can then turn to course 2, CS50’s Introduction to Programming with Python (CS50P). In this course, you will learn how to read and write code as well as how to test and \"debug\" it. This course recaps lessons learned in CS50x and then dives all the more deeply into Python itself.\u003c/p\u003e\r\n \r\n\u003cp\u003eThe program features hands-on opportunities for exercises inspired by real-world programming problems. No software required except for a web browser, or you can write code on your own PC or Mac.\r\nBoth courses in this program are entry-level courses for students with no programming experience or prior background, taught by \u003ca href=\"edx.org/bio/david-j-malan\"\u003eDavid J. Malan\u003c/a\u003e who teaches CS50 on the Harvard campus - one of Harvard University’s largest courses!\u003c/p\u003e123:T5c0,\u003cp\u003eThe courses in the XSeries are designed to help people with no prior exposure to computer science or programming learn to think computationally and write programs to tackle useful problems. Some of the people taking the two courses will use them as a stepping stone to more advanced computer science courses, but for many it will be their first and last computer science courses. Since these courses may be the only formal computer science courses many of the students take, we have chosen to focus on breadth rather than depth. The goal is to provide students with a brief introduction to many topics so the"])</script><script>self.__next_f.push([1,"y will have an idea of what is possible when they need to think about how to use computation to accomplish some goal later in their career. That said, they are not “computation appreciation” courses. They are challenging and rigorous courses in which the students spend a lot of time and effort learning to bend the computer to their will.\u003c/p\u003e\r\n\r\n\u003cp\u003eIntroduction to Computer Science and Programming Using Python covers the notion of computation, the Python programming language, some simple algorithms, testing and debugging, and informal introduction to algorithmic complexity, and some simple algorithms and data structures. Introduction to Computational Thinking and Data Science will teach you how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem solving.\u003c/p\u003e124:T63f,\u003cp\u003e“Introduction to Computing in Python” is a series of courses built from Georgia Tech’s online for-credit version of CS1301: Introduction to Computing. The series is designed to take you from no computer science background whatsoever to proficiency in the basics of computing and programming, specifically in the popular programming language Python. Rated as one of the most in-demand and beginner-friendly programming languages, Python training will give you a solid foundation not only for Python code but for further studies in computer science.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe syllabus and course material has been used at Georgia Tech for its for-credit CS1301 class for over a year. Over 400 students on campus have completed this version of the course, and our analysis shows that they exit the course with the same learning outcomes as students taking the traditional on-campus version. This Professional Certificate uses the same instructional material and assessments as learning Python on campus, giving you a Georgia Tech-caliber introduction into the field of computing at your own pace.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis Professional Certification course follows a unique design. Students will"])</script><script>self.__next_f.push([1," cover the general, fundamental principles of computer science—which are applicable to any programming language like javascript or R — and then rapidly transition to those same programming concepts in Python. Short videos (2-3 minutes each) are rapidly interleaved with live programming problems, real-world examples, and multiple-choice questions to give you constant feedback on your progress and understanding.\u003c/p\u003e125:Tac0,"])</script><script>self.__next_f.push([1,"\u003cp\u003eProduct management is one of the fastest growing and most lucrative jobs available today. Companies have awoken to the desperate need for product managers to create products that customers love, that integrate design, functionality, and business solutions. This is a one of kind product management certification that covers the skill sets for the entire product lifecycle.\u003c/p\u003e\r\n\r\n\u003cp\u003eWe start with the fundamentals of product management and why this role is so coveted as a launch pad for future CEOs and startup founders. By exploring the roles and responsibilities of being a product manager, we’ll identify its relationship to stakeholders external and internal, including customers, engineering, legal, finance, marketing, and customer service.\u003c/p\u003e\r\n\r\n\u003cp\u003eAs a product manager you have to own the results of your product’s success by tackling risks early and setting up your teams for success. This is why we immediately move on to discussing product-market fit, with a detailed examination of target customers, customer’s underserved needs, value propositions, feature sets, and user experiences.\u003c/p\u003e\r\n\r\n\u003cp\u003eDesigning the customer and user experience is essential to creating great products today. Gone is the old paradigm of “form follows function” model of design. The process must be iterative and follow the best product design and development processes. This essential product management course explains key design thinking principles around personas, story mapping, and prototyping. Product managers need to know and appreciate product designer tools and processes.  By combining these principles with good scrum processes you’ll learn to create great products that don’t sacrifice design for functionality or feasibility.\u003c/p\u003e  \r\n\r\n\u003cp\u003eAgile systems engineering ensures great products truly excel over time in all three areas of design, functionality, and technical feasibility. Agile systems engineering uses tools such as rapid prototyping, open set architectures, and platform design. By using an agile methodology not just for business and design, you'll innovate and collaborate better, manage costly technical debt, and validate your product ideas with data science and innovation metrics.\u003c/p\u003e \r\n\r\n\u003cp\u003eFinally, you cannot lead products without core skills in leadership and influence. Product managers are masters at internal sales, team building, delegation, and empowerment. They also know that great product management careers are not built alone. From envisioning a product strategy to correctly portraying the product roadmap, the process must be inclusive, interactive, and motivating. This course will enable you to align product teams, product designs, and product development for speed and innovation at scale.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"126:T40d,\u003cp\u003eAccelerate your career by learning how to develop and deploy winning business strategies for your organization with a Professional Certificate in Strategic Management from Wharton. Enhance your leadership capabilities by identifying and defining your business’s competitive advantage, refining your strategy to optimize customer interactions, and driving profits.\u003c/p\u003e\r\n\r\n\u003cp\u003eCreated by world-famous professors at the Wharton School, this certificate program helps you obtain the management skills you need to turn the challenges posed by today’s marketplace into opportunities for your business. Today’s leaders know that providing high-quality offerings at competitive prices is no longer enough to survive; this program was created to give you the knowledge and hands-on application you need to improve customer experience, boost operational efficiencies, and lower costs. By the end of this online program, you’ll have created your own connected strategy to deploy in your own organization to achieve real-world results.\u003c/p\u003e127:T8d0,"])</script><script>self.__next_f.push([1,"\u003cp\u003eHave you thought about a career in data science and machine learning but didn’t know where to start?\u003c/p\u003e \r\n\r\n\u003cp\u003eDemand for professionals in the machine learning (ML) and artificial intelligence (AI) space is growing exponentially, with no signs of slowing thanks to the ever changing data science landscape. In fact, as the availability of machine learning tools becomes more accessible, companies will begin adopting them at a higher rate – continuing to drive the demand of data science analysts and engineers, especially those with experience in programming languages like Python.\u003c/p\u003e  \r\n\r\n\u003cp\u003eIndustries such as finance, health care, e-commerce, and technology will increasingly be reliant on data to drive strategic value and product and service innovation – leveraging data-driven insights to gain competitive advantage – and seeking experts in data analysis and machine learning techniques to meet growth goals.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis comprehensive certificate program is designed to provide learners with the practical knowledge in machine learning and its applications to launch a successful career path or transition into data science and machine learning using Python. The program delves into various facets of data analysis, predictive modeling, and machine learning techniques, providing hands-on experience with industry-standard tools like sklearn, Pandas, matplotlib, and numPy;  and in methodologies, including decision trees and ultimately more complex algorithms like gradient boosting.\u003c/p\u003e \r\n\r\n\u003cp\u003eBy the end of this certificate, learners will gain hands-on experience building and analyzing complex data sets using Python and machine learning, developing the skills to enter a robust job market with diverse opportunities.\u003c/p\u003e \r\n\r\n\u003cp\u003eLearners should have experience in Python and statistics in order to be successful in the course. You may wish to explore \u003ca href=\"https://www.edx.org/learn/python/harvard-university-cs50-s-introduction-to-programming-with-python\"\u003eCS50’s Introduction to Programming with Python\u003c/a\u003e and statistics prerequisites, which can be met via \u003ca href=\"https://www.edx.org/learn/probability/harvard-university-fat-chance-probability-from-the-ground-up\"\u003eFat Chance\u003c/a\u003e or Stat110 offered through HarvardX.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"128:T41c,\u003cp\u003eIn this two-course MicroMasters program, you will learn how Artificial Intelligence (AI) and Machine Learning (ML) can be used to improve healthcare.\u003c/p\u003e\r\n\r\n\u003cp\u003eIn the first self-paced course, you’ll build a solid foundation in AI and ML fundamentals, learning how these technologies can enhance both clinical and operational decision-making. You’ll also learn key AI and ML principles, grounded in ethical and privacy concerns and real-world healthcare scenarios.\u003c/p\u003e \r\n\r\n\u003cp\u003eIn the second self-paced course, you’ll dive deeper into AI and ML by exploring advanced theories, designs, and real-world applications. Exploring the implementation of AI systems in healthcare, you’ll consider current debates in the field and review cutting-edge research to understand how AI is transforming the future of healthcare.\u003c/p\u003e \r\n\r\n\u003cp\u003eBy the end of this MicroMasters program, you’ll be equipped to understand the implementation of AI and ML in healthcare settings and apply these tools in ethical ways to improve healthcare operations and outcomes.\u003c/p\u003e129:T8cc,"])</script><script>self.__next_f.push([1,"\u003cp\u003eHave you thought about a career in data science and machine learning but didn’t know where to start?\u003c/p\u003e \r\n\r\n\u003cp\u003eDemand for professionals in the machine learning (ML) and artificial intelligence (AI) space is growing exponentially, with no signs of slowing thanks to the ever changing data science landscape. In fact, as the availability of machine learning tools becomes more accessible, companies will begin adopting them at a higher rate – continuing to drive the demand of data science analysts and engineers, especially those with experience in programming languages like Python.\u003c/p\u003e \r\n\r\n\u003cp\u003eIndustries such as finance, health care, e-commerce, and technology will increasingly be reliant on data to drive strategic value and product and service innovation – leveraging data-driven insights to gain competitive advantage – and seeking experts in data analysis and machine learning techniques to meet growth goals.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis comprehensive certificate program is designed to provide learners with the practical knowledge in machine learning and its applications to launch a successful career path or transition into data science and machine learning using Python. The program delves into various facets of data analysis, predictive modeling, and machine learning techniques, providing hands-on experience with industry-standard tools like sklearn, Pandas, matplotlib, and numPy;  and in methodologies, including decision trees and ultimately more complex algorithms like gradient boosting.\u003c/p\u003e\r\n\r\n\u003cp\u003eBy the end of this certificate, learners will gain hands-on experience building and analyzing complex data sets using Python and machine learning, developing the skills to enter a robust job market with diverse opportunities.\u003c/p\u003e\r\n\r\n\u003cp\u003eLearners should have experience in Python and statistics in order to be successful in the course. You may wish to explore \u003ca href=\"https://www.edx.org/learn/python/harvard-university-cs50-s-introduction-to-programming-with-python\"\u003eCS50’s Introduction to Programming with Python\u003c/a\u003e and statistics prerequisites, which can be met via \u003ca href=\"https://www.edx.org/learn/probability/harvard-university-fat-chance-probability-from-the-ground-up\"\u003eFat Chance\u003c/a\u003e or Stat110 offered through HarvardX.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"12a:T574,\u003cp\u003eThe demand for data scientists is projected to grow 10x faster than other occupations (Source: US Bureau of Labor Statistics). This IBM Data Science Professional Certificate gives you the job-ready skills and practical experience you need to start your career in data science and machine learning. No prior computer science or programming experience is required.\u003c/p\u003e\r\n\r\n\u003cp\u003eData scientists analyze and interpret complex, large datasets using data mining, machine learning, and predictive modeling techniques. They then seek to uncover patterns, trends, and insights that help businesses make informed decisions.\u003c/P\u003e\r\n\r\n\u003cp\u003eDuring this program, you’ll learn Python programming, SQL for database querying, data manipulation with Pandas and Numpy, data visualization with Matplotlib and Seaborn, and machine learning with Scikit-learn. You’ll work hands-on with data science tools like Jupyter Notebooks, RStudio, and IBM watsonx. You'll use GitHub for version control and access data sources with APIs. Plus, you’ll gain valuable practical skills through hands-on labs, course projects, and a capstone project you can put on your resume and talk about in interviews.\u003c/p\u003e\r\n\r\n\u003cp\u003eIf you’re looking to get started in data science, this program gives you the job-ready skills you need to catch the eye of an employer. Enroll today and look forward to kickstarting a highly rewarding career.\u003c/p\u003e12b:T461,\u003cp\u003eData science is an ever-evolving field, constantly iterating and innovating as technologies and algorithms improve. In order to drive your career forward, you must stay on the cutting-edge of the newest programming languages, such as Python, to stand out from the rest.\u003c/p\u003e\r\n\r\n\u003cp\u003eBased around three courses, this Professional Certificate in Learning Python for Data Science focuses on hands-on learning—putting your Python skills into practice for applied data science. Each course will build upon each other, preparing you to solve complex business challenges using coding and data analysis. No prior coding experience required "])</script><script>self.__next_f.push([1,"to enjoy this program.\u003c/p\u003e\r\n\r\n\u003cp\u003eTaught by experts in the field, you will learn the foundations of Python programming  and statistics before moving into more advanced learning around Python for machine learning and AI—all while building your quantitative reasoning and statistical skills. By combining these tools, you will not only become a more invaluable contributor to your team and organization, but you also will kickstart your  career in the in-demand field of data science.\u003c/p\u003e12c:T648,\u003cp\u003eThis eight-course Professional Certificate from IBM prepares you with job-ready skills for an entry level data analyst role. Position yourself competitively and power your data analyst career for a job in a thriving market or leverage foundational data skills to explore problems in an increasingly data-driven professional world. The U.S. Bureau of Labor Statistics projects a growth rate of 20% in the data analytics industry until 2028.\u003c/p\u003e\r\n\r\n\u003cp\u003eYou will learn the core principles of data analysis, participate in hands-on skills-based practice, and gain the knowledge to help companies make smarter business decisions. You will work with a variety of data sources, project scenarios, and data analysis tools, including Excel, SQL, Python, Jupyter Notebooks, and Cognos Analytics. These online learning tools will offer you practical experience with data manipulation and the application of analytical and data visualization techniques.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis Professional Certificate does not require any prior programming or statistical skills, and is suitable for learners with or without college degrees. A willingness to learn, basic computer literacy, comfort working with numbers, high school math, and a desire to enrich your profile with valuable skills is all you need to get started in this course.\u003c/p\u003e\r\n\r\n\u003cp\u003eWith the IBM Data Analyst Professional Certificate you will develop the confidence and portfolio to begin a career as an associate or junior data analyst by learning the essential skills that help professionals in a wide range of job"])</script><script>self.__next_f.push([1," functions and industries explore business problems.\u003c/p\u003e12d:T4ee,\u003cp\u003eTechnological advances have transformed fields that rely on data by providing a wealth of information ready to be analyzed. From working with single genes to comparing entire genomes, biomedical research groups around the world are producing more data than they can handle and the ability to interpret this information is a key skill for any practitioner. The skills necessary to work with these massive datasets are in high demand, and this series will help you learn those skills.\u003c/p\u003e\r\n\r\n\u003cp\u003eUsing the open-source R programming language, you’ll gain a nuanced understanding of the tools required to work with complex life sciences and genomics data. You’ll learn the mathematical concepts — and the data analytics techniques — that you need to drive data-driven research. From a strong foundation in statistics to specialized R programming skills, this series will lead you through the data analytics landscape step-by-step.\u003c/p\u003e\r\n\r\n\u003cp\u003eTaught by Rafael Irizarry from the Harvard T.H. Chan School of Public Health, these courses will enable new discoveries and will help you improve individual and population health. If you’re working in the life sciences and want to learn how to analyze data, enroll now to take your research to the next level.\u003c/p\u003e12e:T44f,\u003cp\u003eThis 2-course program enables industrial design engineers to take their first steps in designing for a circular economy.\u003c/p\u003e \r\n\r\n\u003cp\u003eIn the first course, you will explore the basic concepts of the circular economy and their implementation from various perspectives: how businesses can create value by reusing and recycling products; how designers can come up with amazingly clever solutions; and how to apply systems thinking to the transition to the circular economy.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe second course is more practical. You will learn more about strategies in circular product design (including reuse, repair, remanufacturing and recycling) and how to integrate lifecycle design both into your daily work and your "])</script><script>self.__next_f.push([1,"organization’s vision. You will also receive tips and tricks to design accordingly and learn how to make better decision for current and future products designs.\u003c/p\u003e \r\n\r\n\u003cp\u003eIf you are looking for ways to upskill yourself and become a designer who not only creates great designs but contributes to the  environment through sustainable engineering design – this is the program for you!\u003c/p\u003e12f:Tb60,"])</script><script>self.__next_f.push([1,"\u003cp\u003eWhat are the biggest environmental issues we face? Pollution? Climate change? True. But among these environmental topics, sustainably assuring  food security for the growing population is one of the most pressing issues we have to find a solution for. By 2050, 9 billion will depend on the food production supply chain providing enough and healthy food without depleting our natural resources.\u003c/p\u003e\r\n\r\n\u003cp\u003eTo solve this problem, we need people to gain knowledge, do research, and explore the options. You can be a piece of the puzzle: help find a solution! Start now by gaining knowledge about food production systems, food insecurity, sustainable development goals in agriculture and livestock, and food production systems thinking.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eProfessional certificate program sustainable food security\u003c/p\u003e\u003c/b\u003e\r\n\r\n\u003cp\u003eHow is it possible that the world currently produces enough food for everyone, but still people suffer from hunger and nutrient deficiencies? How can we produce sufficient food in an environmentally sustainable way to feed the increased world population in the future?\u003c/p\u003e\r\n\r\n\u003cp\u003eThis Environmental Studies professional certificate program, developed by Wageningen University, consists of 2 courses:\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eThe value of systems thinking\u003c/p\u003e\u003c/b\u003e\r\n\r\n\u003cp\u003eLearn about systems thinking and its application to improve the environmental sustainability of food production systems. The main topics are:\r\n\u003cul\u003e\r\n\u003cli\u003eComplexity and diversity of food production systems\u003c/li\u003e\r\n\u003cli\u003ePrinciples of system analysis\u003c/li\u003e\r\n\u003cli\u003eEvaluation methods for the environmental impact of food production systems\u003c/li\u003e\r\n\u003cli\u003eStrong and weak points of different food production systems\u003c/li\u003e\r\n\u003c/ul\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eFood Access\u003c/p\u003e\u003c/b\u003e\r\n\r\n\u003cp\u003eLearn about the basics of food access decision-making from a multilevel perspective. The main topics are:\r\n\u003cli\u003eThe basic principles of food access\u003c/li\u003e\r\n\u003cli\u003eChoices influencing food access\u003c/li\u003e\r\n\u003cli\u003eDilemmas at household, local, national and international levels\u003c/li\u003e\r\n\u003c/ul\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eAbout Wageningen University \u0026 Research\u003c/p\u003e\u003c/b\u003e\r\n\r\n\u003cp\u003eAt Wageningen University and Research, we are dedicated to exploring the potential of nature to improve the quality of life. Studies and courses train (future) professionals from all over the world in sustainable food systems and help consumers make informed choices about what they eat, how it is produced and the impact of their decisions on the environment and society and public health.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cb\u003eCourse structures and certificates\u003c/p\u003e\u003c/b\u003e\r\n\r\n\u003cp\u003eThe duration of each course (or MOOC: Massive Open Online Course) is flexible: study any time and place you want. You decide how to spend your time during a course. Gain the knowledge offered in each course through dynamic modules filled with video, syllabus, and assignments for practice and grading. After successful completion of all 2 courses, you can obtain an overall certificate.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"130:T753,\u003cp\u003eThe UN General Assembly adopted the 2030 Agenda for Sustainable Development, consisting of 17 goals known as the SDGs in 2015. These goals address five critical areas: people, planet, prosperity, peace, and partnership, aiming to be achieved by 2030. This course centers on the role of urban development in accomplishing the SDGs, with a specific focus on SDG11: Sustainable Cities and Communities.\u003c/p\u003e\r\n\r\n\u003cp\u003eUnderstanding the future of cities is essential for comprehending the future of humanity. Scholars predict that the 21st century will witness a monumental shift in human history as a vast majority of the world's population migrates to cities, creating a planetary urbanism. This transformation impacts global living standards, economic organization, and environmental implications in the Anthropocene era.\r\nAdditionally, this course concentrates on urban growth in the global South, where most of the planet's urbanization will occur. It draws from the insights of the PEAK Urban program, a five-year collaborative effort involving researchers from China, Colombia, India, South Africa, and the United Kingdom. This program seeks to explore and address the challenges and opportunities associated with urban development in the regions experiencing significant growth.\u003c/p\u003e\r\n\r\n\u003cp\u003eBy examining the interplay between urbanization and sustainable development, the course aims to promote effective strategies for achieving SDG11 and advancing sustainable cities and communities. By identifying key factors influencing urban growth and exploring best practices from different regions, participants can contribute to global efforts in building a more sustainable and prosperous future for all. Understanding the complexities of urban development in the context of the SDGs will play a crucial role in shaping the trajectory of human civilization in the years to come.\u003c/p\u003e131:T6d3,MBA@Rice empowers you to create an academic experience that aligns with your specific interests. Along with core courses and field experience opportunities"])</script><script>self.__next_f.push([1,", you have the flexibility to customize the curriculum to help you meet your career goals and make a difference in your organization.\n\nStudents are required to complete 54 credits consisting of:\nCore Courses (36 credits)\nElectives and Focus Areas (14.5 credits)\nField Experiences (4.5 credits)\n\nElectives and Focus Areas\nThe MBA@Rice curriculum can be customized to meet your specific career goals, without the usual requirements associated with concentrations or specializations. With 13.5 elective credits, you’ve got the flexibility to make the MBA program your own.\n\nStarting in the second year of the program, you will choose from a range of elective courses that focus on building specialized skills in areas such as finance, marketing, strategy and entrepreneurship. You can choose electives that align with your specific interests, go with a general management approach or choose one of the seven career or industry focus areas below:\n\nThe MBA@Rice program offers both full- and part-time courses to help learners achieve their goals as they simultaneously navigate their unique professional and personal obligations. The full-time courses are worth 3 credits and take place over 10 weeks; the part-time courses are worth 1.5 credits and last 5 weeks.\n\nLearners have the flexibility to focus on electives and to choose a specialization during their second year, with 13.5 elective credits. Learners are able to customize their program to their own interests thanks to seven focus areas available to them, or choose to stay with general management.\n\nThe seven areas of focus include:132:T559,\u003cp\u003eOur online MBA program was created for you.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe business world needs bold and visionary leaders. That’s why Maryville University created the online Master of Business Administration — a faster, more convenient, and affordable way to earn an MBA.\u003c/p\u003e\r\n\r\n\u003cp\u003eIn as little as 12 months, you can get the online MBA degree you need to qualify for top-level leadership roles in any organization, in virtually any field. When you enroll i"])</script><script>self.__next_f.push([1,"n the St. Louis, Missouri-based online MBA program at Maryville, you will enjoy the same high-quality education as our on-campus students. You’ll take the same rigorous courses rooted in reality and research, and you’ll learn from the same expert faculty who are passionate about helping you advance in your career. Plus you’ll have the flexibility to complete your coursework from anywhere in the U.S.\u003c/p\u003e\r\n\r\n\u003cp\u003eWhat’s more, you’ll have the ability to customize your online MBA degree with a choice of 12 concentrations in some of today’s hottest fields.\u003c/p\u003e\r\n\r\n\u003cp\u003eSee for yourself. Everything about our online MBA program is designed to help you redefine your role in today’s business world. If you are ready to take the next brave step toward fulfilling your potential as a capable and confident business leader — on your own time, on your terms — then \r\nMaryville University is open for business.\u003c/p\u003e133:T62c,\u003cp\u003eThe metaverse. The “internet of things.” Augmented reality. Automation. Driverless cars. Robotics. Enhanced security and modeling. These are just a few of the innovations, technologies, and trends in which companies are investing as they prepare for a more tech-forward future. And they’re all powered by artificial intelligence (AI) and related tools and concepts. \u003c/p\u003e\r\n\r\n\u003cp\u003eThere are boundless opportunities to discover in AI. In fact, LinkedIn listed AI practitioners among its top 15 “Jobs on the Rise” for 2021.* Yet even as this field is set to expand dramatically, experts project a shortage of qualified AI professionals and practitioners — a talent gap that some firms worry could potentially slow innovation and lead to other unexpected issues.** Businesses and organizations operating in the field need brave AI practitioners and experts to step up and take the lead. \u003c/p\u003e\r\n\r\n\u003cp\u003eWith your 100% online Master of Science in Artificial Intelligence from Maryville University, you can help meet that need as you prepare to thrive in the future of AI. Maryville is a leader in tech-forward, futu"])</script><script>self.__next_f.push([1,"re-focused education, and we’re here to help you learn the concepts and techniques to develop and operate state-of-the-art artificial intelligence and machine learning tools, apply critical thinking and leadership skills, and help build a more technologically advanced world. \u003c/p\u003e\r\n\r\n\u003cp\u003e*LinkedIn, “LinkedIn Jobs on the Rise: 15 opportunities that are in demand and hiring now” \u003c/p\u003e\r\n\r\n\u003cp\u003e**The Hill, “The reality of America’s AI talent shortages”\u003c/p\u003e134:T499,In today's dynamic business landscape, data-driven decision-making is key. That's why we've designed a skills-based learning program that not only equips you with the latest analytics tools and techniques but also connects you with industry micro-credentials that are in high demand.\r\nBecome a data analyst ready to analyze and to visualize data for strategic decision making \r\nStudy contemporary data analyst skills from content derived from leading, global organizations\r\nStudy consumers’ buying habits to help businesses make more strategic decisions about how they market their products and services. \r\nMaster the process of gleaning insights from data to inform better business decisions\r\nLearn in-demand job skills from first day of instruction and bring them into the workplace\r\nThe Masters of Science in Business Analytics is designed to prepare learners for data analyst careers.  A data analyst finds a solution to a problem or provides an answer to a question.  This career tasks a data analyst to gather, purify, and analyze data sets.  Contemporary data analysts work in a variety of fields, including government, business, finance, law enforcement, and science.135:T747,\u003cp\u003ePrepare for today’s industry.\r\nAnticipate tomorrow’s.\u003c/p\u003e\r\n\r\n\u003cp\u003eGrowing integration in marketing and PR campaigns. Ephemeral content in social channels. Voice search and search engine optimization (SEO). The world of strategic communications is constantly shifting. To be successful in this evolving field, you need to do more than keep up, you need to analyze current trends and ant"])</script><script>self.__next_f.push([1,"icipate what comes next. We can help you develop the expertise — and earn the relevant certifications — to build better communication plans, make stronger connections with your audience, and rise as a leader.\u003c/p\u003e\r\n\r\n\u003cp\u003eAt Maryville, learning is doing. Choose our online master’s in strategic communication and leadership program, and you can earn an experience-driven degree that is designed to help you prepare for the future of the industry. Our program provides a background in theory, but the focus is on practical application. Study with us, and you’ll have the chance to complete immersive class projects that prepare you for the professional world, and earn industry certifications that allow you to apply what you learn dynamically.\u003c/p\u003e\r\n\r\n\u003cp\u003eIn the digital world, strategy shifts fast. New tools, techniques, and platforms emerge constantly as best practices and new procedures redefine the digital landscape. To succeed at the highest level in this fast-paced profession, you need a future-focused education that gives you insight into the cutting edge of strategic communication. That’s exactly what Maryville’s master’s in strategic communication and leadership program provides.\u003c/p\u003e\r\n\r\n\u003cp\u003eWith an online master’s in strategic communication and leadership degree, you can develop and enhance the skills to help you pursue a career in public relations, social media, marketing, community relations, event planning, fundraising, and much more.\u003c/p\u003e136:T648,Stand out as a dynamic leader in business analytics, with a graduate degree in business from the University of Wisconsin–Madison. Learn to communicate data insights to top executives in your organization — and use those insights to power future-forward business solutions.\r\n\r\nThe world-renowned Wisconsin School of Business at the University of Wisconsin–Madison helps future-focused business leaders build a healthier, more sustainable, and more equitable world. Founded in 1900, the Wisconsin School of Business was one of the first five business schools in "])</script><script>self.__next_f.push([1,"the nation, and has been trusted to lead for more than 100 years. It continues this tradition of excellence and innovation today with an online Master of Science-Business in Data, Insights, and Analytics available to all, regardless of their location. \r\n\r\nThe Wisconsin School of Business designed the Master of Science-Business in Data, Insights, and Analytics program to set learners on a path for continued professional growth. \r\n\r\nDelivered by expert faculty, the 15-course curriculum invites learners to meet business challenges with innovation. Discover a flexible, affordable program built to enhance your data analytic skills and leadership prowess. \r\n\r\nAs a learner in the program, you will:\r\nEngage in a fully asynchronous curriculum designed to offer you the flexibility you need to balance studies with a busy career and personal life.\r\nMaster essential data analytic tools, including Python, R, SQL, Tableau, AWS, and Snowflake.\r\nLearn a range of relevant topics such as machine learning, data visualization, and cloud computing.137:T579,he goal of the Master of Science in Cybersecurity program is to develop cybersecurity professionals who have a strong foundation of technical knowledge in computer security, network security, and information security. Our program builds the knowledge and skills of security professionals to effectively protect the safety of our communities, companies, and the nation.\r\n\r\nUNLEASH YOUR POTENTIAL: Counter complex threats, gain hands-on experience, master cutting-edge tools, learn from industry experts, and prepare for industry-recognized CompTIA professional certifications.\r\nBE A PROTECTOR: Join the ranks of cyber warriors and safeguard businesses, organizations, and nations against malicious threats.\r\nDEFEND against cybercrime and ensure a secure digital future through collaboration, communication, and ethical considerations in the field of cybersecurity.\r\nCULTIVATE teamwork skills and effective communication techniques, preparing you to work seamlessly within interdisciplinary teams an"])</script><script>self.__next_f.push([1,"d effectively convey complex security concepts to diverse stakeholders\r\nDEMAND ON THE RISE: With the increasing number of cybersecurity attacks, the need for skilled professionals has never been greater. In the United States alone, there are over 700,000 open cybersecurity positions waiting to be filled.\r\nTHRIVING JOB MARKET: Cybersecurity is growing at more than twice the rate of the overall economy.138:T55d,As stated by the Council on Social Work Education, the profession of social work promotes human and community well-being. Socials workers focus on social and economic justice at the local, national, and global level. They are often pioneers - challenging the status quo and working tirelessly to help others help themselves. \r\n\r\nSocial workers have many options for specialization. Choose what impassions you in areas such as: child or adult protective services, health care, mental health, individual and family counseling, criminal justice, or social agency administration. \r\n\r\nCareer opportunities include health care services, schools and universities, youth development, senior services, adoptions and foster care, community development, child and family services, mental health services, government and not-for-profit organizations. \r\n\r\nAs a social worker, you will be the voice of your community that promotes well-being as well as social and economic justice at the local, national, and global level. Learn from veteran practitioners and community leaders provide you with the knowledge and skills needed for advanced practice and leadership, and help you obtain first-hand social work experience. Within a couple years, or within one year in the Advanced Standing Program, you will become the help individuals, families, and communities need to lead a better life.139:T5bc,The online Master of Science in Education from Pepperdine University isn’t just for teachers. This comprehensive program equips professionals from all sectors with inclusive leadership expertise and advanced learning theory — preparing them to seek "])</script><script>self.__next_f.push([1,"educational leadership positions in public, private, and not-for-profit organizations.\r\n\r\nNote: This program does not prepare teachers for licensure. \r\n\r\nFour concentration options: Choose between Leadership in Learning Design and Technology, Leadership in Pre-K to 12 Education, Leadership in Higher Education, and Organizational Leadership and Learning.\r\n\r\nBecome an educational leader: Develop seamless, connected, and inclusive learning experiences, and learn how to drive change in your industry through educational initiatives.\r\n\r\nDoctoral pathway: Take advantage of our doctoral pathway; upon graduation, some units can apply to your choice of the Graduate School of Education and Psychology’s four doctoral programs. \r\n\r\nAbout Pepperdine University \r\n\r\nWe believe the purpose of higher education is to develop and equip people of value and virtue, who, in turn, create value and virtue in their communities, nations, and the world. That’s why we are committed to the highest standards of academic excellence and Christian values. No matter where our students come from or how they study with us — on campus or online — we welcome them to our community of global scholars who boldly seek to GO THERE.13a:T603,Help people. Work in a variety of settings.\r\n\r\nWith a master’s in Occupational Therapy, you’ll help individuals who are recovering from an illness or an injury to return to activities that are important to them. Occupational therapists work with people of all ages, from infants to the elderly, in patients’ homes, hospitals, rehabilitation centers, nursing homes, schools, private practice and community agencies.\r\n\r\nRussell Sage College’s 80-credit master’s program in Occupational Therapy includes classes, research experiences and field placements centered around the foundations of occupational therapy; therapeutic evaluations and interventions; and professional identity and responsibility. The program prepares students for the certification exam administered by the National Board for Certification in Occ"])</script><script>self.__next_f.push([1,"upational Therapy (NBCOT), which leads to national certification and eligibility for state licensure as an occupational therapist.\r\n\r\nThe occupational therapy curriculum emphasizes the person, environment and occupation relationship and incorporates an experiential approach that focuses on students engaging as active learners. Foundation and upper level clinical courses promote an understanding of the dynamic relationship between health, well-being and occupational engagement for a person’s ability to participate in valued life activities and roles. Students are immersed in learning opportunities to both promote clinical reasoning skills and develop a systemic view of health and service delivery systems.13b:T5a9,The 33-credit curriculum combines 11 courses, two concentration options, several hands-on projects, and a capstone research project. You’ll study current issues and trends in educational leadership such as the cultural mosaic of today’s classrooms, social change, technology, budgeting, and legal issues. After you graduate, you’ll have a firm grip on how to use instructional strategies and the latest technology tools to deliver inclusive, transformative learning experiences. As an online graduate student in the program, you will learn to:\nUse assessment strategies to evaluate and ensure the continuous intellectual, social, and physical development of the learner. \nUnderstand diversity and provide equal learning opportunities to create a learning environment that encourages positive social interaction, active engagement, and self-motivation.  \nResearch, evaluate, and use a variety of instructional strategies to encourage their students' development in critical thinking, problem-solving, and performance skills.\nUse effective communication to foster active inquiry, collaboration, and supportive interaction in the classroom.\nBecome reflective practitioners who continually evaluate the effects of their choices and actions on others, and who actively seek out opportunities to grow professionally.\nThe onl"])</script><script>self.__next_f.push([1,"ine M.Ed. in Educational Leadership offers the following two concentrations to help you grow into the leader you want to be: 13c:T639,The world has a passion for sports. They entertain, excite, and unite us. \r\nThey also hold a major-league position in the global economy: According to \r\nthe annual PricewaterhouseCoopers Sports Outlook, the sports industry in \r\nNorth America is on track to eclipse $80 billion by 2022. And the modern \r\nsports industry needs experts to help drive ticket sales, drive sponsorship \r\ndeals, build awareness for brand-name apparel and merchandise, and discover \r\nefficiencies in data to help organizations get a competitive edge.It’s an exciting time to build a future in the business of sports \r\nmanagement. And that’s exactly what Maryville’s Rawlings Sport Business \r\nManagement program can help you do. We named our program for our core \r\npartner, Rawlings Sporting Goods, to reflect a strong academic and \r\nprofessional partnership that is the only one of its kind in the world. \r\nThanks to the support, influence, industry knowledge, and resources of a \r\nglobally recognized and respected brand like Rawlings, we built our program \r\nto address the most pressing challenges in the field — and anticipate \r\nfuture needs.Earn your bachelor’s in sport business management with us, and you can \r\nchoose from two in-demand concentrations: Results-Centered Sales and Sport \r\nData Analytics. Develop proven skills and techniques through experiential, \r\nmarket-relevant coursework backed by leaders in the sports management \r\nindustry, and you can maximize your marketability and put your passion for \r\nsports to work. We can help you do it. Let’s be brave together.Get Curriculum Details13d:T5da,It’s time to reach peak performance.Americans are increasingly pursuing active lifestyles. The health and \r\nfitness industry is now worth some $30 billion annually in the United \r\nStates and growing each year, according to Forbes. As interest in human \r\nperformance, fitness, and health continue to grow, peopl"])</script><script>self.__next_f.push([1,"e turn to exercise \r\nprofessionals for expert guidance — and with your Bachelor of Science in \r\nExercise Science earned online, you can help them.Fitness-related technology, streaming video, increased access to fitness \r\nprograms, and innovative regimens like high-intensity interval training and \r\nobstacle races all contribute to a trend toward healthier living. Plus, \r\ninnovations in healthcare mean more people can — and do — stay \r\nactive longer.Qualified exercise science professionals are in demand, and if you have a \r\npassion for helping people get and stay healthy, then the online bachelor’s \r\nin exercise science from Maryville might be your best path toward a career \r\nin this fulfilling field.When you earn your degree from Maryville, you get access to a dynamic, \r\nstate-of-the-art program designed with input from top employers and taught \r\nby industry professionals. Here, you can build your foundation in exercise \r\nscience concepts like movement, nutrition, exercise program design, \r\ncounseling and coaching, behavioral strategies, and business.Are you brave enough to help others lead happier, healthier lives? We can \r\nget you there.Get Curriculum Details13e:T4c2,Technology powers our world, touching every aspect of our lives. So it’s no \r\nwonder that qualified computer science professionals are in such high \r\ndemand.\r\n\r\nNow you can start your technology career strong with an online Bachelor of \r\nScience in Computer Science from Maryville University. Designed with input \r\nfrom top employers, along with experienced instructors from our John E. \r\nSimon School of Business and College of Arts and Sciences, our flexible, \r\nstate-of-the-art program can help you gain the technical, problem-solving, \r\nand critical thinking skills you need to pursue top jobs in tech.\r\n\r\nBuild your foundation in key competencies such as computer architecture, \r\nsecurity, programming, and web design. Benefit from experiential learning \r\nopportunities so you can apply what you’ve learned in real-world \r\nprofessional settings"])</script><script>self.__next_f.push([1,". And tailor your education to your interests and \r\ngoals with a choice of six computer science certificates built right into \r\nthe curriculum.\r\n\r\nWhen you earn your B.S. in computer science degree from Maryville, you put \r\nyourself in a position to build the world of tomorrow and embark on an \r\nexciting and financially rewarding career.\r\n\r\nGet Curriculum Details13f:T4a4,I didn’t want theory — I could do theory all day. I wanted something I \r\ncould use immediately when I walk out the door, and that’s what Maryville’s \r\ncourses provided.” — Felecia W., Maryville Grad The digital world runs on \r\ndata. So can your career. We live in a digital world — one in which \r\nexamples of data science and analysis can be found everywhere. Consider \r\nyour product recommendations from Amazon. Think about how companies in \r\ndifferent industries like Boeing, Walmart, and Disney use data to drive \r\ncritical business decisions, and insurance companies depend on this \r\nanalysis to forecast risk or banks to evaluate loan applications. Now \r\nimagine the career potential if you had the skills to help them do it. Earn \r\nyour bachelor’s in data science online from Maryville University, and \r\nyou’ll do more than study the tools and techniques used to dig deeper into \r\ndata. Graduates can build the skills to explore, analyze, monitor, manage, \r\nand visualize large data sets using the latest technology. Our innovative \r\nprogram also features a business minor, which can help prepare you for top \r\ndata jobs in nearly any field. Get Curriculum Details"])</script><script>self.__next_f.push([1,"47:[\"$\",\"$L72\",\"3\",{\"shortcodeName\":\"product-card-tabs-and-pills-by-uuid\",\"title\":\"Trending on edX\",\"location\":\"trending-products\",\"categories\":[{\"key\":\"$undefined\",\"productType\":\"Executive Education\",\"categoryLabel\":\"Executive Education\",\"subcategories\":[{\"subcategoryLabel\":\"Featured\",\"productUuids\":[\"715dd147-f76d-4b42-9f26-222a990055e7\",\"a69081ed-907a-4755-8779-b1fa7b1e10b2\",\"b3f587fc-0cee-4dbd-8bac-b2687731a40d\",\"32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"d4faa293-9be0-406e-9861-3f8ffe3668b0\",\"4777e18c-87ee-4edb-af17-4aa28c668ef4\",\"59100184-36be-4b3c-826c-5c3f5474ecb4\",\"b30b2520-7f97-4792-a116-b82e9ffdbfab\",\"fae65ccb-b081-41a7-a68e-954369c38ff1\",\"3615bc09-d9d6-459f-999d-ea2664cab458\",\"d6214660-4433-4f50-8e83-75a387e9f5ac\",\"f8293d8a-c358-49ce-a916-c2eae6804f20\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"26287728-ddc8-4940-97a8-b796b536094c\",\"productUuid\":\"715dd147-f76d-4b42-9f26-222a990055e7\",\"objectID\":\"course-715dd147-f76d-4b42-9f26-222a990055e7\",\"productName\":\"CxO Edge: Run Your Business on AI\",\"productSlug\":\"executive-education/cxo-edge-short-course\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/715dd147-f76d-4b42-9f26-222a990055e7-4f83e4b264ad.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Artificial Intelligence\"],\"partnerName\":\"Microsoft\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/715dd147-f76d-4b42-9f26-222a990055e7-4bcfc3255af0.png\",\"fullDescription\":\"\u003cp\u003eThe CxO Edge: Run Your Business on AI online program is designed for senior business leaders and C-suite executives who are looking to lead their organizations from AI experimentation to accountable performance. Leveraging expert insights and frameworks, this online program equips you with executive AI skills that help you think about AI more critically and drive real enterprise value.\u003c/p\u003e\\n\u003cp\u003eThis premium, cohort-based online learning experience features hands-on live sessions with practical activities to help you embed AI across your organization, as well as opportunities to collaborate with peers from similar functions to share relevant and contextual perspectives that help accelerate real-world AI adoption. In just three weeks, you'll acquire strategic AI skills and develop board-ready deliverables so that you can confidently align people, processes, and governance with AI adoption — while fostering trust, ethical use, and cross-functional collaboration.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eMove beyond AI experimentation as you learn executive AI skills. Discover how to solve critical scaling roadblocks and build an AI plan that drives measurable value in your organization — 100% online.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this online program, you’ll walk away with:Skills to identify where AI drives growth, productivity, and risk in your business. The ability to evaluate alignment between current AI initiatives and strategic priorities. A 90-day proof of value, along with a map of your organization’s AI operating model and governance for scalable impact, both developed by you during the program. The capacity to envision a future enterprise where humans and AI continuously co-learn and collaborate. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MS\"],\"lastUpdated\":\"2026-06-02T13:55:37.586Z\",\"created\":\"2026-03-04T16:14:21.357Z\",\"hash\":\"c2dcf2325f39efbd6d47ed4fe901b098ec58f83516f0490748bc8191ade3e898\",\"skills\":[\"Artificial Intelligence\",\"Governance\"],\"skillsData\":[{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":3,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":5,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MS+MSFT+1T2026\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/715dd147-f76d-4b42-9f26-222a990055e7-4bcfc3255af0.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Microsoft\"],\"externalUrl\":\"https://info.microsoft.getsmarter.com/presentations/lp/cxo-edge-short-course/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783900800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1772635925,\"goLiveDate\":1780358400,\"modifiedDate\":1780396721},{\"id\":\"bfba48ad-c9d1-4fc7-8815-751f88b8764f\",\"productUuid\":\"a69081ed-907a-4755-8779-b1fa7b1e10b2\",\"objectID\":\"course-a69081ed-907a-4755-8779-b1fa7b1e10b2\",\"productName\":\"Artificial Intelligence Programme\",\"productSlug\":\"executive-education/university-of-oxford-artificial-intelligence-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a69081ed-907a-4755-8779-b1fa7b1e10b2-bdc45b8d4ca7.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a69081ed-907a-4755-8779-b1fa7b1e10b2-6005e4f40a4e.png\",\"fullDescription\":\"$73\",\"shortDescription\":\"\u003cp\u003eExplore the practical applications of AI, within your organization and society.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:The ability to assess the implications and possibilities of AI (including generative AI) in your industry, and build a business case for its implementation. A robust framework to critically examine the social and ethical implications of AI. A conceptual understanding of machine learning, deep learning, neural networks, and algorithms. Guidance from leading experts and University of Oxford faculty based on their groundbreaking research into the cross-industry applications of AI. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.057Z\",\"created\":\"2025-04-07T19:36:28.539Z\",\"hash\":\"ec8fd2c9ef338140982a749747808928508242873575a4aa0d13b1cadfc9f469\",\"skills\":[\"Applications Of Artificial Intelligence\",\"Artificial Intelligence\",\"Blobs\",\"Business Case\",\"Business Transformation\",\"Innovation\",\"Ruby On Rails\",\"Strategic Planning\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Business Case\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Strategic Planning\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Applications Of Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Business Transformation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":181,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+ARI+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a69081ed-907a-4755-8779-b1fa7b1e10b2-6005e4f40a4e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-artificial-intelligence-programme-pr/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_aritifical-intelligence\",\"category_data-science\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711017,\"goLiveDate\":1780358400,\"modifiedDate\":1780394615},{\"id\":\"e59ff1bf-67a1-4adb-9ee7-5db64c739298\",\"productUuid\":\"b3f587fc-0cee-4dbd-8bac-b2687731a40d\",\"objectID\":\"course-b3f587fc-0cee-4dbd-8bac-b2687731a40d\",\"productName\":\"MBA Essentials\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-mba-essentials\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b3f587fc-0cee-4dbd-8bac-b2687731a40d-6359a8c28b0d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b3f587fc-0cee-4dbd-8bac-b2687731a40d-7a64f7077f97.png\",\"fullDescription\":\"$74\",\"shortDescription\":\"\u003cp\u003eBuild a toolkit of key strategic, managerial, and leadership skills for business.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:A stronger understanding of the three core pillars of business. Learn how the strategic environment, financial toolkit, and the human element can enhance your organisation’s strategic competitive advantage. Technical business and finance skills for understanding, analysing, and optimising business operations. Insights into human behaviour and influence that can be used to expand your influence internally and externally. Enhanced managerial competency and confidence in your move to strategic, influential business leadership, including the tools for professional career development. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.734Z\",\"created\":\"2025-04-07T19:36:28.694Z\",\"hash\":\"8b930575d7ad94614c7c9861635423ce9569ee1e4fb902e6ac65231dec2b391c\",\"skills\":[\"Blobs\",\"Business Acumen\",\"Business Concepts\",\"Economics\",\"Finance\",\"Financial Analysis\",\"Influencing Skills\",\"Leadership\",\"Marketing Strategies\",\"Master Of Business Administration (MBA)\",\"Mechanics\",\"Political Sciences\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Business Acumen\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Financial Analysis\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Business Concepts\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Mechanics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":53,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+PRE+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b3f587fc-0cee-4dbd-8bac-b2687731a40d-7a64f7077f97.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-mba-essentials-online-certificate-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_leadership\",\"category_management\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781654400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516854,\"goLiveDate\":1780358400,\"modifiedDate\":1780395232},{\"id\":\"59479f7f-e6f4-46bd-865a-e0b9b1870c86\",\"productUuid\":\"32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"objectID\":\"course-32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"productName\":\"Artificial Intelligence: Implications for Business Strategy\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-artificial-intelligence-implications-for-business-strategy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/32ab61e5-44b4-4316-ad59-9f04fc876e0a-ca9dafdad16e.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/32ab61e5-44b4-4316-ad59-9f04fc876e0a-5f0dd1a06ae8.png\",\"fullDescription\":\"$75\",\"shortDescription\":\"\u003cp\u003eDevelop a road map to integrate AI into your organization\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:The ability to harness key AI management and leadership insights to support informed, strategic decision making. A practical and relevant grounding in AI and its business applications, elevating your expertise and helping you to transform your organization into a business of the future. A contemporary road map for the strategic implementation of AI technologies in a business context. A critical understanding of generative AI, its functions, applications, and limitations in different industries, along with insights and strategies for using it to create value.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.053Z\",\"created\":\"2025-04-07T19:36:28.615Z\",\"hash\":\"22e9f1dd2115677587e94038e5d10df6eaf29dbef6d1f50a5e755b0451e142e9\",\"skills\":[\"Artificial Intelligence\",\"Automation\",\"Business Operations\",\"Business Strategies\",\"Computer Science\",\"Data Science\",\"Innovation\",\"Leadership\",\"Machine Learning\",\"Management\",\"Natural Language Processing\",\"Operations\",\"Robotics\",\"Software Engineering\",\"Strategic Decision Making\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Robotics\",\"category\":\"Engineering\",\"subcategory\":\"Robotics\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Software Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Natural Language Processing\",\"category\":\"Analysis\",\"subcategory\":\"Natural Language Processing (NLP)\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Business Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Strategic Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Automation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Automation\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1034,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+AI+1T2022b\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/32ab61e5-44b4-4316-ad59-9f04fc876e0a-5f0dd1a06ae8.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-artificial-intelligence-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_aritifical-intelligence\",\"category_strategy\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220432,\"goLiveDate\":1780272000,\"modifiedDate\":1780395303},{\"id\":\"d7ae66a5-6f2f-4077-9a23-432e82a57fcb\",\"productUuid\":\"d4faa293-9be0-406e-9861-3f8ffe3668b0\",\"objectID\":\"course-d4faa293-9be0-406e-9861-3f8ffe3668b0\",\"productName\":\"Executive Leadership Programme\",\"productSlug\":\"executive-education/university-of-oxford-executive-leadership-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/d4faa293-9be0-406e-9861-3f8ffe3668b0-dcd4291fea6e.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/d4faa293-9be0-406e-9861-3f8ffe3668b0-db621d5e1496.png\",\"fullDescription\":\"$76\",\"shortDescription\":\"\u003cp\u003eElevate your leadership skills for the modern business environment and contribute to your organisation’s success.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:The ability to lead with impact in your business context. A refined understanding of your leadership purpose and how to align it with your organisation’s purpose. The frameworks and leadership skills needed to overcome modern workplace challenges and manage teams effectively. Strategies for driving change and preparing your organisation for the future. Guidance from leading industry experts and Oxford Saïd faculty, and unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.235Z\",\"created\":\"2025-04-07T19:36:28.740Z\",\"hash\":\"ff02ae8d079b191cb2935e8e6ff70c66f2e0dc5a7bc0bd9c9b4e75d9f221479c\",\"skills\":[\"Adaptability\",\"Blobs\",\"Influencing Skills\",\"Leadership\",\"Management\",\"Middle Management\",\"Ruby On Rails\",\"Strategic Management\"],\"skillsData\":[{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Adaptability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Middle Management\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Strategic Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":62,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+MNB+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/d4faa293-9be0-406e-9861-3f8ffe3668b0-db621d5e1496.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-executive-leadership-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_leadership\",\"category_women-leadership\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782259200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081140,\"goLiveDate\":1780358400,\"modifiedDate\":1780395218},{\"id\":\"3a80a306-119c-4809-83bc-ec38b41bb247\",\"productUuid\":\"4777e18c-87ee-4edb-af17-4aa28c668ef4\",\"objectID\":\"course-4777e18c-87ee-4edb-af17-4aa28c668ef4\",\"productName\":\"Generative AI Engineering Course\",\"productSlug\":\"executive-education/ibm-ibm-generative-ai-engineering-course\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/4777e18c-87ee-4edb-af17-4aa28c668ef4-7080eba11aab.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/4777e18c-87ee-4edb-af17-4aa28c668ef4-9067c97425e6.png\",\"fullDescription\":\"\u003cp\u003e\u003cstrong\u003eWhat is a technical microcredential?\u003c/strong\u003e\u003c/p\u003e\\n\u003cp\u003eA technical microcredential is a short, flexible course designed to build in-demand skills for the modern workforce. Blending live instruction with self-paced learning, these cohort-based courses offer a high-impact, affordable way to upskill. Learners benefit from peer interaction and networking opportunities within a supportive, engaged cohort.\u003c/p\u003e\\n\u003cp\u003eUnlock your potential in the rapidly evolving world of AI with the \u003cstrong\u003eIBM Generative AI Engineering\u003c/strong\u003e technical microcredential. Designed for ambitious tech, AI, and data professionals, the microcredential’s comprehensive, end-to-end curriculum guides you from foundational AI and development principles to generative AI frameworks like Retrieval-Augmented Generation (RAG) and LangChain, tokenization, language models, and transformer methods. \u003c/p\u003e\\n\u003cp\u003eThrough a series of hands-on projects, you'll gain the job-ready skills and knowledge you need to accelerate your tech career.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eThis IBM Generative AI Engineering technical microcredential will equip you with the in-demand skills you need to build, fine-tune, and deploy the next generation of generative AI applications and solutions — 100% online.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this IBM generative AI course, you’ll walk away with:A solid foundation in generative AI concepts, including LLM architecture, data preparation, and prompt engineering. Proficiency in building and deploying AI models using Python and leveraging tools like PyTorch, Keras, and LangChain. The ability to apply advanced techniques for fine-tuning transformers and optimizing LLM performance for various applications. Experience building generative AI solutions, including Retrieval-Augmented Generation (RAG) models and AI agents for automation. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:38.649Z\",\"created\":\"2025-09-03T13:36:55.337Z\",\"hash\":\"c60f62a1baee76b4980f83bb0d05987e47de81080993dab1a78e6b861996ecd8\",\"skills\":[\"Applications Of Artificial Intelligence\",\"Artificial Intelligence\",\"Tokenization\"],\"skillsData\":[{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Applications Of Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Tokenization\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":16,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":12,\"maxHoursEffortPerWeek\":13,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":13,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:IBM+IBAE+1T2026\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/4777e18c-87ee-4edb-af17-4aa28c668ef4-9067c97425e6.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"IBM\"],\"externalUrl\":\"https://ibm.getsmarter.com/presentations/lp/ibm-generative-ai-engineering-microcredential/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1780444800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1756895068,\"goLiveDate\":1780358400,\"modifiedDate\":1780396648},{\"id\":\"f5a9548a-b427-42d8-a3cf-43c6afa4131a\",\"productUuid\":\"59100184-36be-4b3c-826c-5c3f5474ecb4\",\"objectID\":\"course-59100184-36be-4b3c-826c-5c3f5474ecb4\",\"productName\":\"Business Sustainability Management\",\"productSlug\":\"executive-education/university-of-cambridge-business-sustainability-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/59100184-36be-4b3c-826c-5c3f5474ecb4-bfcf22a997b4.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"CISL\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/59100184-36be-4b3c-826c-5c3f5474ecb4-391d1e647262.png\",\"fullDescription\":\"$77\",\"shortDescription\":\"\u003cp\u003eDevelop an action plan to tackle context-specific social, economic, and environmental sustainability challenges within your organisation or sphere of influence.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the potential for design, technology and innovation to accelerate sustainable outcomes. The ability to engage, communicate and collaborate with your key stakeholders to create long-term value. The principles, practices and strategies you can use to lead change at various levels within an organisation. A practical action plan to deliver a sustainable outcome in your organisation, sector or sphere of influence. A broader network and meaningful peer relationships that strengthen your connection with the wider Cambridge sustainability community.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofCambridge\"],\"lastUpdated\":\"2026-06-02T13:55:35.484Z\",\"created\":\"2025-04-07T19:36:28.553Z\",\"hash\":\"a5be67670e40d4d52fefe3387d07014ab6f738a047983813301d13d5933831b0\",\"skills\":[\"Business Strategies\",\"Corporate Social Responsibility\",\"Corporate Sustainability\",\"Futures Exchange\",\"Influencing Skills\",\"Innovation\",\"International Finance\",\"Landscaping\",\"Leadership\",\"Legislation\",\"Management\",\"Marketing Strategies\",\"Resilience\",\"Social Inequality\",\"Sustainability\",\"Sustainable Business\",\"Sustainable Development\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Futures Exchange\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Sustainability\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Corporate Sustainability\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Sustainable Business\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Social Inequality\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Legislation\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"International Finance\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Corporate Social Responsibility\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Landscaping\",\"category\":\"Agriculture, Horticulture, and Landscaping\",\"subcategory\":\"Landscaping and Yard Care\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":31,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UniversityofCambridge+BSM+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/59100184-36be-4b3c-826c-5c3f5474ecb4-391d1e647262.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"CISL\"],\"externalUrl\":\"https://cisl-onlinecourses.getsmarter.com/presentations/lp/university-of-cambridge-business-sustainability-management-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_cambridge\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784678400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081519,\"goLiveDate\":1780358400,\"modifiedDate\":1780395177},{\"id\":\"4b93b1e2-2d5c-41b8-90c4-f7fbd313706c\",\"productUuid\":\"b30b2520-7f97-4792-a116-b82e9ffdbfab\",\"objectID\":\"course-b30b2520-7f97-4792-a116-b82e9ffdbfab\",\"productName\":\"Sustainable Finance\",\"productSlug\":\"executive-education/university-of-cambridge-sustainable-finance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b30b2520-7f97-4792-a116-b82e9ffdbfab-2a987fe4ead5.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"CISL\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b30b2520-7f97-4792-a116-b82e9ffdbfab-d82ce5b987ef.png\",\"fullDescription\":\"$78\",\"shortDescription\":\"\u003cp\u003eGain an in-depth understanding of the pressures facing the current financial system, and explore how sustainable finance strategies can create long-term value for business, society and the environment.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Insight into environmental and social sustainability challenges and the disruptions facing communities, business and governments , and why these pose material risks and opportunities for financial institutions. An understanding of how climate change and nature-related risks are rewiring financial systems and the skills to steer capital toward a sustainable future. Tools and frameworks to respond to financial risks and opportunities posed by sustainability-related issues, and the insights needed to create and protect long-term value and strengthen resilience. A personal action plan and the ability to develop and implement sustainable finance strategies in your role, organisation or professional sphere of influence. A broader network and meaningful peer relationships that strengthen your connection with the wider Cambridge sustainability community.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofCambridge\"],\"lastUpdated\":\"2026-06-02T13:55:35.591Z\",\"created\":\"2025-04-07T19:36:28.561Z\",\"hash\":\"00a3265778f162c550296e2e85ec8d43d6dd65d0caea9210dd697fd311d19043\",\"skills\":[\"Business Strategies\",\"ESG Investing\",\"Finance\",\"Financial Services\",\"Financial Statements\",\"Financial Strategy\",\"Financial Systems\",\"Governance\",\"Integration\",\"Investment Management\",\"Investments\",\"Leadership\",\"Marketing\",\"Planning\",\"Sustainability Initiatives\",\"Sustainable Business\"],\"skillsData\":[{\"skill\":\"Financial Systems\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Financial Statements\",\"category\":\"Finance\",\"subcategory\":\"Financial Reporting\"},{\"skill\":\"Integration\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Investment Management\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Financial Strategy\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Sustainability Initiatives\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Financial Services\",\"category\":\"Finance\",\"subcategory\":\"Banking Services\"},{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"ESG Investing\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Sustainable Business\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":13,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UniversityofCambridge+SUF+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b30b2520-7f97-4792-a116-b82e9ffdbfab-d82ce5b987ef.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"CISL\"],\"externalUrl\":\"https://cisl-onlinecourses.getsmarter.com/presentations/lp/university-of-cambridge-sustainable-finance-online-short-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_cambridge\",\"category_finance\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784678400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516998,\"goLiveDate\":1780358400,\"modifiedDate\":1780395839},{\"id\":\"5fa96daa-f233-4bc5-82c8-117e1bd8fdbb\",\"productUuid\":\"fae65ccb-b081-41a7-a68e-954369c38ff1\",\"objectID\":\"course-fae65ccb-b081-41a7-a68e-954369c38ff1\",\"productName\":\"Real Estate Economics and Finance Online Certificate Course\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-real-estate-economics-and-finance-online-certificate-course\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/fae65ccb-b081-41a7-a68e-954369c38ff1-42e7a778217d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fae65ccb-b081-41a7-a68e-954369c38ff1-51eea7d6f20d.png\",\"fullDescription\":\"$79\",\"shortDescription\":\"\u003cp\u003eMake more informed real estate investment decisions with an in-depth understanding of markets, economics, and finance.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:Valuable insights from real estate experts and university faculty. A holistic overview of the real estate market with key takeaways encompassing both economic and finance perspectives. An understanding of the concept of sustainability in real estate and how it can contribute to real estate investment returns. The ability to use theoretical frameworks to inform decision-making on practical real estate corporate finance and investment management. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive a successful career in real estate forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.746Z\",\"created\":\"2025-04-07T19:36:28.383Z\",\"hash\":\"d68548ad5ccde9805fb09ee7279a075fb256705a2d4b51dec08f837de25f3670\",\"skills\":[\"Blobs\",\"Business Strategies\",\"Capital Markets\",\"Data Analysis\",\"Economics\",\"Finance\",\"Financial Analysis\",\"Financial Institution\",\"Financial Instrument\",\"Financial Market\",\"Financial Modeling\",\"Investment Decisions\",\"Management\",\"Market Structure\",\"Microsoft Excel\",\"Numeracy\",\"Performance Measurement\",\"Political Sciences\",\"Portfolio Management\",\"Property Management\",\"Purchasing\",\"Real Estate\",\"Real Estate Finance\",\"Real Estate Investments\",\"Research\",\"Ruby On Rails\",\"Securities (Finance)\"],\"skillsData\":[{\"skill\":\"Financial Analysis\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Microsoft Excel\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Portfolio Management\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Real Estate Finance\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Financial Institution\",\"category\":\"Finance\",\"subcategory\":\"Banking Services\"},{\"skill\":\"Numeracy\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Property Management\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Property Management\"},{\"skill\":\"Investment Decisions\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Capital Markets\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Financial Market\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Financial Modeling\",\"category\":\"Finance\",\"subcategory\":\"Financial Modeling\"},{\"skill\":\"Real Estate Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Financial Instrument\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Performance Measurement\",\"category\":\"Business\",\"subcategory\":\"Performance Management\"},{\"skill\":\"Market Structure\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Real Estate\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"},{\"skill\":\"Securities (Finance)\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Purchasing\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Procurement\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+REF+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fae65ccb-b081-41a7-a68e-954369c38ff1-51eea7d6f20d.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-real-estate-economics-and-finance-online-certificate-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_economics\",\"category_real-estate\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1650890040,\"goLiveDate\":1780272000,\"modifiedDate\":1780395285},{\"id\":\"ff51264d-0656-4145-a370-f9e72686bc37\",\"productUuid\":\"3615bc09-d9d6-459f-999d-ea2664cab458\",\"objectID\":\"course-3615bc09-d9d6-459f-999d-ea2664cab458\",\"productName\":\"Oxford Legal and Governance Essentials for Directors\",\"productSlug\":\"executive-education/oxford-legal-and-governance-essentials-for-directors-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3615bc09-d9d6-459f-999d-ea2664cab458-b6e8250c0c50.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Law\"],\"partnerName\":\"Faculty of Law\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3615bc09-d9d6-459f-999d-ea2664cab458-9c0acf7a980e.png\",\"fullDescription\":\"\u003cp\u003eThe \u003cstrong\u003eOxford Legal and Governance Essentials for Directors\u003c/strong\u003e online programme is designed by world-class University of Oxford faculty to equip established and aspiring board directors with contemporary legal and governance skills. Over six weeks, you will learn how to add tangible value in the boardroom by examining the corporate environment, clarifying the board’s purpose and understanding how legal judgment shapes performance. You will strengthen your decision-making and strategy skills through live sessions and case studies covering pivotal events, from the 2008 financial crisis to climate litigation.\u003c/p\u003e\\n\u003cp\u003eThis forward-looking approach will prepare you to navigate emerging risks while balancing innovation with accountability. You will connect and collaborate with other leaders in similar roles across regions and industries to grow your network and gain a global perspective.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn strategic legal and governance insights to lead as a board director and drive long-term value creation in an era shaped by AI, climate risk and accelerating change.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this Oxford governance essentials course, you’ll walk away with:The ability to determine the role of directors within companies and articulate how directors’ actions impact shareholder value in the corporate environment to prioritise other constituencies. Skills to effectively identify and advise on governance issues across different settings. The capacity to analyse conflicts of interest to actively identify, avoid and resolve specific instances through board-level processes to safeguard governance integrity. Competencies to critique corporate approaches to climate risk and recommend legally aligned oversight strategies for AI use to safeguard corporate value. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\"],\"lastUpdated\":\"2026-06-02T13:55:34.159Z\",\"created\":\"2026-03-10T13:55:11.553Z\",\"hash\":\"771a55330909302ef8a493067a7a84ec7463c3563eb8f07832b71a32555205d2\",\"skills\":[\"Accountability\",\"Artificial Intelligence\",\"Balancing (Ledger/Billing)\",\"Corporate Governance\",\"Decision Making\",\"Finance\",\"Financial Crisis\",\"Governance\",\"Innovation\",\"Lawsuits\",\"Public Key Certificates\",\"Value Creation\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Value Creation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Accountability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Corporate Governance\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Financial Crisis\",\"category\":\"Finance\",\"subcategory\":\"Financial Risk Management\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Public Key Certificates\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Lawsuits\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Litigation and Civil Justice\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Balancing (Ledger/Billing)\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"},{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+LFG+2T2026\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3615bc09-d9d6-459f-999d-ea2664cab458-9c0acf7a980e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Faculty of Law\"],\"externalUrl\":\"https://info.oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-legal-and-governance-essentials-for-directors-programme?rv_source=PaidMedia\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782259200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1773139233,\"goLiveDate\":1780358400,\"modifiedDate\":1780396668},{\"id\":\"956bef73-18b3-4131-8058-04703ab5809d\",\"productUuid\":\"d6214660-4433-4f50-8e83-75a387e9f5ac\",\"objectID\":\"course-d6214660-4433-4f50-8e83-75a387e9f5ac\",\"productName\":\"Public Policy Analysis\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-public-policy-analysis\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/d6214660-4433-4f50-8e83-75a387e9f5ac-6a31e56a9cf6.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/d6214660-4433-4f50-8e83-75a387e9f5ac-8500cee35317.png\",\"fullDescription\":\"$7a\",\"shortDescription\":\"\u003cp\u003eGain analytical frameworks and practical skills for analysing, evaluating, and communicating public policy.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Practical skills and techniques that can be immediately applied to a policy-related project, or within your business. The ability to meaningfully engage with public policy principles, processes, challenges, and interventions using analytical frameworks. The confidence to perform evidence-based policy impact evaluations and make better, more informed decisions. The tools to make persuasive recommendations to policy stakeholders or a policy organisation. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.654Z\",\"created\":\"2025-04-07T19:36:28.373Z\",\"hash\":\"f03eaa823492ef0daee8a0e6eddf0b20535157f588ac003825dd53eb0cf674a0\",\"skills\":[\"Blobs\",\"Communication\",\"Economics\",\"Influencing Skills\",\"Policy Development\",\"Policy Recommendations\",\"Political Sciences\",\"Public Policies\",\"Research\",\"Research Experiences\",\"Ruby On Rails\",\"Social Sciences\"],\"skillsData\":[{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Social Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Research Experiences\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Policy Recommendations\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Policy Development\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Public Policies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+PPA+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/d6214660-4433-4f50-8e83-75a387e9f5ac-8500cee35317.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-public-policy-analysis-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_data-analytics\",\"category_law\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784073600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516882,\"goLiveDate\":1780358400,\"modifiedDate\":1780395400},{\"id\":\"caed97b7-99a5-4fa4-89af-7869d5f21ad1\",\"productUuid\":\"f8293d8a-c358-49ce-a916-c2eae6804f20\",\"objectID\":\"course-f8293d8a-c358-49ce-a916-c2eae6804f20\",\"productName\":\"Nutrition Science\",\"productSlug\":\"executive-education/stanford-university-nutrition-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/f8293d8a-c358-49ce-a916-c2eae6804f20-1986b896d302.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Food \u0026 Nutrition\"],\"partnerName\":\"Stanford Medicine\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/f8293d8a-c358-49ce-a916-c2eae6804f20-8c6ec5b1893d.png\",\"fullDescription\":\"$7b\",\"shortDescription\":\"\u003cp\u003eUnderstand the foundational science underlying nutrition and how it’s linked to health, and preventing disease.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the relationship between food and nutrition. The skills to develop nutrition guidelines and plans for different individuals and contexts. Knowledge about fats and carbohydrates, the effects of sugar, supplements, diet fads, and the importance of protein. A certificate of completion from Stanford Medicine. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"StanfordOnline\"],\"lastUpdated\":\"2026-06-02T13:55:32.810Z\",\"created\":\"2025-04-07T19:36:28.438Z\",\"hash\":\"ff9df9366d01bb48fb36620ca5450adbf976d3b68cfce925e900520c13eb2ae4\",\"skills\":[\"Disease Management\",\"Disease Prevention\",\"Good Laboratory Practice (GLP)\",\"Health Education\",\"Holism\",\"Human Development\",\"Nutrition Education\",\"Nutritional Assessment\",\"Preventive Care\",\"Research\",\"Weight Management\"],\"skillsData\":[{\"skill\":\"Health Education\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Human Development\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Disease Management\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Holism\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Good Laboratory Practice (GLP)\",\"category\":\"Science and Research\",\"subcategory\":\"Laboratory Research\"},{\"skill\":\"Disease Prevention\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Nutrition Education\",\"category\":\"Health Care\",\"subcategory\":\"Nutrition and Diet\"},{\"skill\":\"Weight Management\",\"category\":\"Health Care\",\"subcategory\":\"Nutrition and Diet\"},{\"skill\":\"Preventive Care\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Nutritional Assessment\",\"category\":\"Health Care\",\"subcategory\":\"Nutrition and Diet\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":19,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:StanfordOnline+NUT+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/f8293d8a-c358-49ce-a916-c2eae6804f20-8c6ec5b1893d.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Stanford Medicine\"],\"externalUrl\":\"https://sche-online.getsmarter.com/presentations/lp/stanford-sche-nutrition-science-online-short-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_stanford\",\"category_healthcare\",\"location_california\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081538,\"goLiveDate\":1780358400,\"modifiedDate\":1780395342}]},{\"subcategoryLabel\":\"AI \u0026 Digital Transformation\",\"productUuids\":[\"32ab61e5-44b4-4316-ad59-9f04fc876e0a\",\"a69081ed-907a-4755-8779-b1fa7b1e10b2\",\"715dd147-f76d-4b42-9f26-222a990055e7\",\"ac0779b0-d342-42c4-99b3-d2c2ff93f980\",\"4777e18c-87ee-4edb-af17-4aa28c668ef4\",\"995a9c5a-730a-4db2-bebc-c12cc72fa205\",\"40701f47-5582-4841-a3c8-489d2f3a1f81\",\"ce3a934a-08ff-47da-823e-15f99cae32ef\",\"e7056c5d-2ee2-419c-aadc-e6d50d43f1c2\",\"16095352-3368-400e-bcf5-b942e73aac15\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:0:subcategories:0:products:3\",\"$47:props:categories:0:subcategories:0:products:1\",\"$47:props:categories:0:subcategories:0:products:0\",{\"id\":\"22fc37aa-19e0-4a0e-a343-03b65442877b\",\"productUuid\":\"ac0779b0-d342-42c4-99b3-d2c2ff93f980\",\"objectID\":\"course-ac0779b0-d342-42c4-99b3-d2c2ff93f980\",\"productName\":\"Ethics of AI\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-ethics-of-ai\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ac0779b0-d342-42c4-99b3-d2c2ff93f980-64df04edacef.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ac0779b0-d342-42c4-99b3-d2c2ff93f980-9eef22a204b8.png\",\"fullDescription\":\"$7c\",\"shortDescription\":\"\u003cp\u003eInvestigate the ethical challenges and opportunities presented by Artificial Intelligence (AI).\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the theoretical foundations of democracy and administrations to diagnose challenges and opportunities posed by AI. The ability to evaluate inequalities of resources, opportunities, and power in the workplace as a result of AI. An understanding of the roles and obligations of governments and multinational corporations in responsibly designing and deploying AI. A set of critical thinking skills to debate key ethical issues in AI, delivered entirely online. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.472Z\",\"created\":\"2025-04-07T19:36:28.320Z\",\"hash\":\"18fb7d32a9c30e10852d25b9fedb51b28a7aa6d92bdbf0774a59b9824dfa3c3d\",\"skills\":[],\"skillsData\":[],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":3,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+ETAI+2T2023\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ac0779b0-d342-42c4-99b3-d2c2ff93f980-9eef22a204b8.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-ethics-of-ai-online-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_artificial-intelligence\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1680110673,\"goLiveDate\":1780358400,\"modifiedDate\":1780396322},\"$47:props:categories:0:subcategories:0:products:5\",{\"id\":\"2c8de94f-19ec-4951-8920-fa14bf45e39f\",\"productUuid\":\"995a9c5a-730a-4db2-bebc-c12cc72fa205\",\"objectID\":\"course-995a9c5a-730a-4db2-bebc-c12cc72fa205\",\"productName\":\"Digital Transformation Strategy\",\"productSlug\":\"executive-education/yale-university-digital-transformation-strategy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/995a9c5a-730a-4db2-bebc-c12cc72fa205-284a9b26f562.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Yale SOM Executive Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/995a9c5a-730a-4db2-bebc-c12cc72fa205-df8ca73bb9fa.png\",\"fullDescription\":\"$7d\",\"shortDescription\":\"\u003cp\u003eRevamp your organization's approach to digital transformation and spearhead measurable, value-oriented strategies for innovation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:An understanding of the potential of digital technologies to generate value and promote organizational growth. A holistic digital transformation approach that explores how each business function can advance to meet shifting customer behaviors. Practical insights into implementing a digital transformation strategy drawn from real-world case studies, and the skills to measure your strategy against business objectives. An enhanced perspective on digital transformation, and access to the exclusive Yale School of Management Executive Education group on LinkedIn upon successful completion of your program. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Yale\"],\"lastUpdated\":\"2026-06-02T13:55:33.985Z\",\"created\":\"2025-04-07T19:36:28.629Z\",\"hash\":\"dc6d2919c3fff6568afcdff871835a81fb211231b9c6ae38a91fabed2680bbe7\",\"skills\":[\"Business Transformation\",\"Business Valuation\",\"Change Management\",\"Digital Media Strategy\",\"Digital Technology\",\"Digital Transformation\",\"Innovation\",\"Management\"],\"skillsData\":[{\"skill\":\"Business Transformation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Change Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Digital Technology\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Digital Media Strategy\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Online Advertising\"},{\"skill\":\"Digital Transformation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Business Valuation\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Yale+LDT+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/995a9c5a-730a-4db2-bebc-c12cc72fa205-df8ca73bb9fa.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Yale SOM Executive Education\"],\"externalUrl\":\"https://online-shortcourses.som.yale.edu/presentations/lp/yale-som-executive-education-digital-transformation-strategy-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_yale\",\"category_digital-transformation\",\"category_strategy\",\"location_connecticut\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782259200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517068,\"goLiveDate\":1780358400,\"modifiedDate\":1780396024},{\"id\":\"e3f6931e-0154-4186-b39c-a5b3528e14f0\",\"productUuid\":\"40701f47-5582-4841-a3c8-489d2f3a1f81\",\"objectID\":\"course-40701f47-5582-4841-a3c8-489d2f3a1f81\",\"productName\":\"Organizational Design for Digital Transformation\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-organizational-design-for-digital-transformation\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/40701f47-5582-4841-a3c8-489d2f3a1f81-827d92d17797.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/40701f47-5582-4841-a3c8-489d2f3a1f81-d1f5b261a456.png\",\"fullDescription\":\"$7e\",\"shortDescription\":\"\u003cp\u003ePlan for digital transformation by focusing on your organization’s design and operational backbone.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to assess the digital strengths and priorities of your organization. Tools for updating your existing processes and systems as a digital company. An analysis of the key components that will enable rapid digital innovation. Insights into balancing autonomy and alignment within an accountability framework. Recommended next steps for your long-term digital transformation plan.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.229Z\",\"created\":\"2025-04-07T19:36:28.626Z\",\"hash\":\"43d68afc5c534e78f6a6a6e072cdb98941f77a57dc219aa4db099203dd412cf7\",\"skills\":[\"Design Elements And Principles\",\"Digital Transformation\",\"Influencing Skills\",\"Innovation\",\"Management\",\"Organizational Architecture\",\"Public Key Certificates\",\"Value Propositions\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Value Propositions\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Organizational Architecture\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Digital Transformation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Management\"},{\"skill\":\"Design Elements And Principles\",\"category\":\"Design\",\"subcategory\":\"Creative Design\"},{\"skill\":\"Public Key Certificates\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":43,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+ITS+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/40701f47-5582-4841-a3c8-489d2f3a1f81-d1f5b261a456.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-organizational-design-for-digital-transformation-online-short-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_design\",\"category_digital-transformation\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781654400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220479,\"goLiveDate\":1780358400,\"modifiedDate\":1780395559},{\"id\":\"97dd1169-3d00-4fdd-8cd3-d7ab2baee73f\",\"productUuid\":\"ce3a934a-08ff-47da-823e-15f99cae32ef\",\"objectID\":\"course-ce3a934a-08ff-47da-823e-15f99cae32ef\",\"productName\":\"Artificial Intelligence in Health Care\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-artificial-intelligence-in-health-care\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ce3a934a-08ff-47da-823e-15f99cae32ef-d4973d51e162.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ce3a934a-08ff-47da-823e-15f99cae32ef-be6f418c893e.png\",\"fullDescription\":\"$7f\",\"shortDescription\":\"\u003cp\u003eDiscover how machine learning and artificial intelligence can be deployed in health care to overcome challenges and optimize processes.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An AI decision framework to help you evaluate the suitability of AI technologies within your work context. Insights into the AI opportunities available across a range of health care contexts, from hospital management to disease diagnosis. An overview of AI and ML fundamentals, specifically through the lens of its applicability in health care. An understanding of AI’s practical implementation and design challenges. Knowledge of the potential of natural language processing, data analytics, and ML within health care.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:37.416Z\",\"created\":\"2025-04-07T19:36:28.615Z\",\"hash\":\"b704370cceec78333215a3e5ac3bf524d1e419da6cd9b0bb13988c5ffecac285\",\"skills\":[\"Algorithms\",\"Applications Of Artificial Intelligence\",\"Artificial Intelligence\",\"Artificial Neural Networks\",\"Computer Science\",\"Computer Vision\",\"Decision Making\",\"Deep Learning\",\"Deep Learning Methods\",\"Forecasting\",\"Health Care Industry\",\"Health Systems\",\"Machine Learning\",\"Machine Learning Algorithms\",\"Management\",\"Research\",\"Teaching\"],\"skillsData\":[{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Deep Learning Methods\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Computer Vision\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Health Systems\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"},{\"skill\":\"Machine Learning Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Health Care Industry\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Applications Of Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":217,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+AHC+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ce3a934a-08ff-47da-823e-15f99cae32ef-be6f418c893e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-ai-in-healthcare-online-short-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_aritifical-intelligence\",\"category_healthcare\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784073600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220454,\"goLiveDate\":1780358400,\"modifiedDate\":1780395443}]},{\"subcategoryLabel\":\"Sustainability\",\"productUuids\":[\"59100184-36be-4b3c-826c-5c3f5474ecb4\",\"b30b2520-7f97-4792-a116-b82e9ffdbfab\",\"3ce363ea-dccf-4e54-bfd2-f983fc32a1d4\",\"43b8801d-a8cc-41bd-b856-efa3f1a6d52d\",\"232a36ac-f6d1-4cd1-8f55-7478ae49f35d\",\"af23b39b-47bf-4ce3-b78b-3d4b980bf423\",\"9e9e46fd-b5d3-4ebf-9a18-b0487a01bf8e\",\"ce983502-003f-47f2-bc13-1e5055afc8a8\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:0:subcategories:0:products:6\",\"$47:props:categories:0:subcategories:0:products:7\",{\"id\":\"f56df834-5909-46fa-80fe-4345f96e26cb\",\"productUuid\":\"3ce363ea-dccf-4e54-bfd2-f983fc32a1d4\",\"objectID\":\"course-3ce363ea-dccf-4e54-bfd2-f983fc32a1d4\",\"productName\":\"Leading Sustainable Corporations Programme\",\"productSlug\":\"executive-education/university-of-oxford-leading-sustainable-corporations-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3ce363ea-dccf-4e54-bfd2-f983fc32a1d4-d74d28065867.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3ce363ea-dccf-4e54-bfd2-f983fc32a1d4-e554221baa3d.png\",\"fullDescription\":\"$80\",\"shortDescription\":\"\u003cp\u003eLead sustainable business practices and contemporary forms of value creation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:The sustainability leadership skills needed to implement climate risk management and facilitate ESG integration in your organisation, creating long-term value for shareholders and society. An understanding of how to formulate effective KPIs to measure the impact and dependence of your organisation on the environment. A personal plan for change that you can use to integrate sustainability strategies into corporate governance structures. Access to new insights and leading research from Oxford Saïd to help you drive positive change. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:39.745Z\",\"created\":\"2025-04-07T19:36:28.740Z\",\"hash\":\"8c97930f3fb48dc623bb3b6560e01763e5664052bf15c05f987e415839a4d3a8\",\"skills\":[\"Accounting\",\"Accounting Methods\",\"Business Strategies\",\"Carbon Management\",\"Communication\",\"Corporate Governance\",\"Corporate Sustainability\",\"Debating\",\"Decision Making\",\"Environmental Resource Management\",\"Finance\",\"Governance\",\"Human Capital\",\"Investments\",\"Key Performance Indicators (KPIs)\",\"Leadership\",\"Management\",\"Natural Resource Management\",\"Operations\",\"Research\",\"Sustainability\",\"Sustainable Business\",\"Sustainable Development\",\"Triple Bottom Line (TBL)\",\"Value Creation\"],\"skillsData\":[{\"skill\":\"Accounting Methods\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"},{\"skill\":\"Environmental Resource Management\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Debating\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Key Performance Indicators (KPIs)\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Triple Bottom Line (TBL)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Value Creation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Sustainability\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Accounting\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"},{\"skill\":\"Sustainable Business\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Natural Resource Management\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Human Capital\",\"category\":\"Human Resources\",\"subcategory\":\"Talent Management\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Corporate Sustainability\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Corporate Governance\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Carbon Management\",\"category\":\"Environment\",\"subcategory\":\"Air Quality and Emissions\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":52,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+LSC+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3ce363ea-dccf-4e54-bfd2-f983fc32a1d4-e554221baa3d.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-leading-sustainable-corporations-programme-pr/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_leadership\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781654400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711068,\"goLiveDate\":1780358400,\"modifiedDate\":1780395890},{\"id\":\"0f38734a-c2aa-40e1-ac10-4bdeebcaf637\",\"productUuid\":\"43b8801d-a8cc-41bd-b856-efa3f1a6d52d\",\"objectID\":\"course-43b8801d-a8cc-41bd-b856-efa3f1a6d52d\",\"productName\":\"Sustainability: Environment, Economy and Society\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-sustainability-environment-economy-and-society\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/43b8801d-a8cc-41bd-b856-efa3f1a6d52d-750611fe9350.png\",\"productType\":\"Executive Education\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/43b8801d-a8cc-41bd-b856-efa3f1a6d52d-f54f4b892b11.png\",\"fullDescription\":\"$81\",\"shortDescription\":\"\u003cp\u003eExplore an integrated, social-sciences approach to sustainability strategy, equipping you to develop practical strategies for a greener future.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An integrated, social-sciences perspective on important concepts in sustainability, backed by the latest academic research. Practical strategies for applying sustainability in your organisation and successfully leading the transition to a greener future. An enhanced ability to manage climate-related risk, preserve natural capital, and make sustainability a part of financial or developmental agendas. The confidence and skills to pivot into a role that actively partakes in cultivating the green economy and giving back to society. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.732Z\",\"created\":\"2025-04-07T19:36:28.388Z\",\"hash\":\"adf7dc8e612d84b2e7f0d7e5a44cb035fae324876dbf71f19b1030e238299cc3\",\"skills\":[\"Blobs\",\"Economics\",\"Finance\",\"Political Sciences\",\"Ruby On Rails\",\"Social Development\",\"Social Sciences\",\"Sustainability Strategies\",\"Vocabulary\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Vocabulary\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Social Development\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Social Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Sustainability Strategies\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+SSB+2T2023\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/43b8801d-a8cc-41bd-b856-efa3f1a6d52d-f54f4b892b11.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-sustainability-environment-economy-and-society-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_economics\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1678737800,\"goLiveDate\":1779321600,\"modifiedDate\":1780396288},{\"id\":\"58893130-7c32-4201-a674-d36e4badfdbb\",\"productUuid\":\"232a36ac-f6d1-4cd1-8f55-7478ae49f35d\",\"objectID\":\"course-232a36ac-f6d1-4cd1-8f55-7478ae49f35d\",\"productName\":\"Business and Climate Change: Towards Net Zero Emissions\",\"productSlug\":\"executive-education/university-of-cambridge-business-and-climate-change-towards-net-zero-emissions\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/232a36ac-f6d1-4cd1-8f55-7478ae49f35d-255af8570a81.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"CISL\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/232a36ac-f6d1-4cd1-8f55-7478ae49f35d-e7d9fe041abb.png\",\"fullDescription\":\"$82\",\"shortDescription\":\"\u003cp\u003eGain insights into the organisational risks and opportunities posed by climate change, and learn to lead a transition to net zero emissions and rewire your business model for long-term value and resilience.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:A meaningful understanding of the organisational risks and strategic opportunities presented by climate change. Practical insights and strategies drawn from real-world examples of successful low carbon initiatives, guiding collaborative efforts and the alignment of financial, environmental and social goals. Insights needed to rewire your business model for resilience and profitability over the long term. A broader network and meaningful peer relationships that strengthen your connection with the wider Cambridge sustainability community. A tailored net zero transition action plan you can use to lead change and advance your personal and organisational sustainability goals.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofCambridge\"],\"lastUpdated\":\"2026-06-02T13:55:33.891Z\",\"created\":\"2025-04-07T19:36:28.553Z\",\"hash\":\"4ccc8f8443f2a0be2b2da95400e676a8677bdf79a4abe5baeacf0f29f4bd5a0f\",\"skills\":[\"Business Modeling\",\"Business Risk Management\",\"Finance\",\"Innovation\",\"Integration\",\"Leadership\",\"Operations\",\"Resilience\",\"Risk Mitigation\",\"Upskilling\"],\"skillsData\":[{\"skill\":\"Upskilling\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Business Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Risk Mitigation\",\"category\":\"Business\",\"subcategory\":\"Product Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Business Modeling\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Integration\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UniversityofCambridge+CLC+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/232a36ac-f6d1-4cd1-8f55-7478ae49f35d-e7d9fe041abb.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"CISL\"],\"externalUrl\":\"https://cisl-onlinecourses.getsmarter.com/presentations/lp/university-of-cambridge-business-and-climate-change-towards-net-zero-emissions-online-short-course-formv2/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_cambridge\",\"category_risk-management\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1791331200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517088,\"goLiveDate\":1780358400,\"modifiedDate\":1780396097},{\"id\":\"0792438c-331c-4005-9064-fab20f3ec18f\",\"productUuid\":\"af23b39b-47bf-4ce3-b78b-3d4b980bf423\",\"objectID\":\"course-af23b39b-47bf-4ce3-b78b-3d4b980bf423\",\"productName\":\"Sustainable Real Estate: Creating a Better Built Environment\",\"productSlug\":\"executive-education/university-of-cambridge-sustainable-real-estate-creating-a-better-built-environment\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/af23b39b-47bf-4ce3-b78b-3d4b980bf423-fdd8ac8eaa00.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"CISL\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/af23b39b-47bf-4ce3-b78b-3d4b980bf423-3c19cda47e04.png\",\"fullDescription\":\"$83\",\"shortDescription\":\"\u003cp\u003eDiscover how you can respond to sustainability challenges in the built environment and leverage industry opportunities.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the intersecting sustainability trends impacting the built environment and real estate sector, as well as related risks, opportunities and emerging solutions. Insight into how a more sustainable and resilient built environment benefits communities and delivers social and business value. A personal action plan to deliver sustainable outcomes in your organisation or sphere of influence. Networking opportunities to grow your professional network and connection to the wider Cambridge sustainability community. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofCambridge\"],\"lastUpdated\":\"2026-06-02T13:55:33.968Z\",\"created\":\"2025-04-07T19:36:28.560Z\",\"hash\":\"79b3a0478e844948ec5defa0d0aa48c343268d5d2c0ae590048301e09f5368b2\",\"skills\":[\"Built Environment\",\"Climate Variability And Change\",\"Design And Technology\",\"Finance\",\"Governance\",\"Greenhouse Gas\",\"Investments\",\"Leadership\",\"Planning\",\"Real Estate\",\"Real Estate Finance\",\"Real Estate Investments\",\"Resilience\",\"Social Inequality\",\"Stakeholder Requirements\",\"Supply Chain\",\"Sustainability\",\"Sustainable Development\"],\"skillsData\":[{\"skill\":\"Greenhouse Gas\",\"category\":\"Environment\",\"subcategory\":\"Air Quality and Emissions\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Climate Variability And Change\",\"category\":\"Environment\",\"subcategory\":\"Climate Change\"},{\"skill\":\"Real Estate\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Design And Technology\",\"category\":\"Design\",\"subcategory\":\"Creative Design\"},{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Real Estate Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Sustainability\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Social Inequality\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Stakeholder Requirements\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Built Environment\",\"category\":\"Engineering\",\"subcategory\":\"Civil and Architectural Engineering\"},{\"skill\":\"Real Estate Finance\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UniversityofCambridge+SRE+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/af23b39b-47bf-4ce3-b78b-3d4b980bf423-3c19cda47e04.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"CISL\"],\"externalUrl\":\"https://cisl-onlinecourses.getsmarter.com/presentations/lp/cambridge-sustainable-real-estate-creating-a-better-built-environment-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_cambridge\",\"category_real-estate\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1791331200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517108,\"goLiveDate\":1780358400,\"modifiedDate\":1780396135},{\"id\":\"8d2d7c4e-db5a-4cb4-952c-772e30a734a8\",\"productUuid\":\"9e9e46fd-b5d3-4ebf-9a18-b0487a01bf8e\",\"objectID\":\"course-9e9e46fd-b5d3-4ebf-9a18-b0487a01bf8e\",\"productName\":\"Corporate Sustainability Management: Risk, Profit, and Purpose\",\"productSlug\":\"executive-education/yale-university-corporate-sustainability-management-risk-profit-and-purpose\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/9e9e46fd-b5d3-4ebf-9a18-b0487a01bf8e-87098403cbbd.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"Yale SOM Executive Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/9e9e46fd-b5d3-4ebf-9a18-b0487a01bf8e-58af7230f0f3.png\",\"fullDescription\":\"$84\",\"shortDescription\":\"\u003cp\u003eDrive sustainability in your business with a practical implementation plan for the future.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:The skills needed to build a strong corporate sustainability strategy for your business. Insights from world-renowned sustainability experts and faculty. The knowledge to identify sustainability risks and opportunities in your company. Frameworks, standards, and guidelines for successful strategy implementation. Unlimited access to both the exclusive Yale School of Management Executive Education Community group on LinkedIn and edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Yale\"],\"lastUpdated\":\"2026-06-02T13:55:33.984Z\",\"created\":\"2025-04-07T19:36:28.624Z\",\"hash\":\"36019f74ebf2ab795761908c46580c39b1d67de28169d0df2dc51b0ee99fff3f\",\"skills\":[\"Business Continuity\",\"Business Strategies\",\"Corporate Sustainability\",\"Finance\",\"Innovation\",\"Management\",\"Risk Management\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Business Continuity\",\"category\":\"Business\",\"subcategory\":\"Business Continuity\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Corporate Sustainability\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Yale+CSS+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/9e9e46fd-b5d3-4ebf-9a18-b0487a01bf8e-58af7230f0f3.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Yale SOM Executive Education\"],\"externalUrl\":\"https://online-shortcourses.som.yale.edu/presentations/lp/yale-som-execed-corporate-sustainability-management-risk-profit-and-purpose-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_yale\",\"category_risk-management\",\"category_sustainability\",\"location_connecticut\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1790726400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517076,\"goLiveDate\":1780358400,\"modifiedDate\":1780396050},{\"id\":\"34d5b16e-f077-4afb-9de8-a8f20b7224b7\",\"productUuid\":\"ce983502-003f-47f2-bc13-1e5055afc8a8\",\"objectID\":\"course-ce983502-003f-47f2-bc13-1e5055afc8a8\",\"productName\":\"Business Sustainability Strategy: Technology and Management\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-business-sustainability-strategy-technology-and-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ce983502-003f-47f2-bc13-1e5055afc8a8-d260629bf600.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ce983502-003f-47f2-bc13-1e5055afc8a8-0b360e31c953.png\",\"fullDescription\":\"$85\",\"shortDescription\":\"\u003cp\u003eDevelop a strategy for driving positive change and sustainable business practices as you learn to navigate complex sustainability issues.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The skills to navigate complex sustainability issues, with insight from the holistic PROMISE framework that examines the impact of sustainability goals and choices. A strategy for engaging stakeholders in sustainability challenges and motivating for positive, long-lasting change in your organization. Insights from MIT faculty and guest experts on sustainability challenges within businesses, and an understanding of how technology can drive sustainability solutions. The ability to navigate the tension between implementing business sustainability initiatives and increasing financial performance.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:37.587Z\",\"created\":\"2025-04-07T19:36:28.710Z\",\"hash\":\"044918f4f50cc4d69a4f374fb5dad35e8201a792b4758aa75562ea4a68e83822\",\"skills\":[\"Accountability\",\"Business Ethics\",\"Environmental Laws\",\"Innovation\",\"Leadership\",\"Management\",\"Operations\",\"Sustainability Initiatives\",\"Sustainability Strategies\",\"Sustainable Business\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Business Ethics\",\"category\":\"Business\",\"subcategory\":\"Internal Controls\"},{\"skill\":\"Environmental Laws\",\"category\":\"Environment\",\"subcategory\":\"Environmental Regulations\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Sustainability Strategies\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Accountability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Sustainable Business\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Sustainability Initiatives\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":26,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+STB+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ce983502-003f-47f2-bc13-1e5055afc8a8-0b360e31c953.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-sloan-business-sustainability-strategy-technology-and-management-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_management\",\"category_sustainability\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784678400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220524,\"goLiveDate\":1780358400,\"modifiedDate\":1780396088}]},{\"subcategoryLabel\":\"Leadership \u0026 Interpersonal Skills\",\"productUuids\":[\"d4faa293-9be0-406e-9861-3f8ffe3668b0\",\"ab4a5b6f-bb68-404d-a848-133f7ec672ae\",\"36741622-9b77-4ff7-9914-fd658ece6942\",\"aafafda6-6bd7-4d61-b0ae-50561e611971\",\"68066787-5232-49fd-9cbd-f96c375066c8\",\"48c64dbb-9395-44bc-93d9-9e651dded805\",\"1b3a2209-dbf1-4a7c-8e64-96aef1480c5e\",\"39095a3b-d192-493b-a4a5-dde448d2bf84\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:0:subcategories:0:products:4\",{\"id\":\"0843d65e-2519-4b29-8ba3-3b0c0f7d71e8\",\"productUuid\":\"ab4a5b6f-bb68-404d-a848-133f7ec672ae\",\"objectID\":\"course-ab4a5b6f-bb68-404d-a848-133f7ec672ae\",\"productName\":\"Strategic Communications in Society\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-strategic-communications-in-society\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ab4a5b6f-bb68-404d-a848-133f7ec672ae-899f71b229e2.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ab4a5b6f-bb68-404d-a848-133f7ec672ae-bac516cea332.png\",\"fullDescription\":\"$86\",\"shortDescription\":\"\u003cp\u003eDevelop a comprehensive strategic communications strategy to influence change within your organisation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Insight into VUCA communications challenges and opportunities and their role in shaping meaning and driving change. The ability to analyse the ethical issues related to strategic communications practices and the tools to address these dilemmas. Knowledge of the challenges and opportunities of working collaboratively with audiences and stakeholders. A strategic communications strategy to lead impactful change in your business. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.746Z\",\"created\":\"2025-04-07T19:36:28.385Z\",\"hash\":\"e50194dbffa7df682a1ce8ba9de8f7a991c99641821c0d57f50cbe67ed873ab6\",\"skills\":[\"Communication\",\"Communication Strategies\",\"Economics\",\"Influencing Skills\",\"Leadership\",\"Marketing\",\"Political Sciences\",\"Public Relations\",\"Social Change\",\"Strategic Communication\"],\"skillsData\":[{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Public Relations\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Public Relations\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Strategic Communication\",\"category\":\"Business\",\"subcategory\":\"Business Communications\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Communication Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Communications\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Social Change\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+SCN+3T2023\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ab4a5b6f-bb68-404d-a848-133f7ec672ae-bac516cea332.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-strategic-communications-in-society-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1785283200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1692796247,\"goLiveDate\":1780358400,\"modifiedDate\":1780396035},{\"id\":\"768964ab-9c59-4ebd-a6c2-5d3d15b9f7f5\",\"productUuid\":\"36741622-9b77-4ff7-9914-fd658ece6942\",\"objectID\":\"course-36741622-9b77-4ff7-9914-fd658ece6942\",\"productName\":\"Leading Sustainability: High Impact Leadership\",\"productSlug\":\"executive-education/university-of-cambridge-leading-sustainability-high-impact-leadership\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/36741622-9b77-4ff7-9914-fd658ece6942-cb4add7883bb.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"CISL\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/36741622-9b77-4ff7-9914-fd658ece6942-58e916d036a5.png\",\"fullDescription\":\"$87\",\"shortDescription\":\"\u003cp\u003eExplore new perspectives of leadership as you learn to unite teams in pursuing organisational goals.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the values, thinking, and practices needed for high impact leadership. The ability to effectively communicate, influence, and engage with stakeholders to drive change. Your own ambitious leadership action plan to grow your capabilities and apply high impact leadership in any context. Access to the University of Cambridge Institute for Sustainability Leadership (CISL) alumni network, consisting of over 9,000 senior leaders and leading practitioners who represent business, the public sector, and civil society in every industry, on every continent. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofCambridge\"],\"lastUpdated\":\"2026-06-02T13:55:33.903Z\",\"created\":\"2025-04-07T19:36:28.558Z\",\"hash\":\"250de7297d2ab6313a4302a48931b52de36e745f20ce427cde59020a81bcd661\",\"skills\":[\"Geography\",\"Influencing Skills\",\"Leadership\",\"Leadership Styles\",\"Sustainability\",\"Team Performance Management\"],\"skillsData\":[{\"skill\":\"Team Performance Management\",\"category\":\"Business\",\"subcategory\":\"Performance Management\"},{\"skill\":\"Leadership Styles\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Sustainability\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Geography\",\"category\":\"Science and Research\",\"subcategory\":\"Earth and Space Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UniversityofCambridge+HIL+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/36741622-9b77-4ff7-9914-fd658ece6942-58e916d036a5.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"CISL\"],\"externalUrl\":\"https://cisl-onlinecourses.getsmarter.com/presentations/lp/cambridge-leading-sustainability-high-impact-leadership-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_cambridge\",\"category_leadership\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784678400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516850,\"goLiveDate\":1780358400,\"modifiedDate\":1780395189},{\"id\":\"8a3bddb7-0cfc-4052-bfcf-a413effb9d77\",\"productUuid\":\"aafafda6-6bd7-4d61-b0ae-50561e611971\",\"objectID\":\"course-aafafda6-6bd7-4d61-b0ae-50561e611971\",\"productName\":\"Women's Leadership Program\",\"productSlug\":\"executive-education/yale-university-women-s-leadership-program\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/aafafda6-6bd7-4d61-b0ae-50561e611971-819344c6919e.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"Yale SOM Executive Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/aafafda6-6bd7-4d61-b0ae-50561e611971-1ac546ed8b8c.png\",\"fullDescription\":\"$88\",\"shortDescription\":\"\u003cp\u003eIdentify your unique strengths and use them to drive network-supported innovation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this this online program, you’ll walk away with:An understanding of your unique traits and attributes, which can be used as powerful leadership tools to help develop teams, drive innovation, and stimulate business growth. The ability to leverage your relationships, connections, and interpersonal interactions to achieve your leadership goals. A development plan that aligns your strengths, goals, and constructive feedback from your network. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Yale\"],\"lastUpdated\":\"2026-06-02T13:55:33.973Z\",\"created\":\"2025-04-07T19:36:28.731Z\",\"hash\":\"f13bd129d6a6d89657ac7a8c805fda278acfab555c07d02ea1e3378c9949c3e1\",\"skills\":[\"Communication\",\"Creative Thinking\",\"Creativity\",\"Emotional Intelligence\",\"Innovation\",\"Leadership\",\"Leadership Development\",\"Management\",\"Problem Solving\",\"Self-Awareness\"],\"skillsData\":[{\"skill\":\"Leadership Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Creative Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Emotional Intelligence\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Creativity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Self-Awareness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":26,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Yale+WLP+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/aafafda6-6bd7-4d61-b0ae-50561e611971-1ac546ed8b8c.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Yale SOM Executive Education\"],\"externalUrl\":\"https://online-shortcourses.som.yale.edu/presentations/lp/yale-som-execed-womens-leadership-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_yale\",\"category_leadership\",\"category_women-leadership\",\"location_connecticut\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1780444800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516991,\"goLiveDate\":1780358400,\"modifiedDate\":1780395804},{\"id\":\"914c0977-30f1-433b-8c68-c40d8ec7739b\",\"productUuid\":\"68066787-5232-49fd-9cbd-f96c375066c8\",\"objectID\":\"course-68066787-5232-49fd-9cbd-f96c375066c8\",\"productName\":\"Neuroscience for Business\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-neuroscience-for-business\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/68066787-5232-49fd-9cbd-f96c375066c8-42ea357085ff.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/68066787-5232-49fd-9cbd-f96c375066c8-41d927076f6e.png\",\"fullDescription\":\"$89\",\"shortDescription\":\"\u003cp\u003eHarness the power of neuroplasticity to positively impact your personal and organizational performance.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Valuable insights from world-class faculty and esteemed guest experts in the neuroscience and psychology fields. A leadership toolkit drawing on the principles of neuroplasticity that will help you develop or refine your leadership skills and effectively respond to change. The ability to future-proof your business by fostering a culture of agility, growth, and organizational resilience.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.314Z\",\"created\":\"2025-04-07T19:36:28.647Z\",\"hash\":\"78d2159c2b3cc34bcc6ef5cf87e6dfe4074a3ccf3adb772ea06117776d78604d\",\"skills\":[\"Agile Methodology\",\"Employee Engagement\",\"Leadership\",\"Leadership Development\",\"Management\",\"Management Training And Development\",\"Resilience\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Management Training And Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Agile Methodology\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Employee Engagement\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Relations\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":36,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+NUR+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/68066787-5232-49fd-9cbd-f96c375066c8-41d927076f6e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-sloan-neuroscience-for-business-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_healthcare\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220535,\"goLiveDate\":1780358400,\"modifiedDate\":1780396118},{\"id\":\"89314055-4335-48df-9bac-ef0df63549ca\",\"productUuid\":\"48c64dbb-9395-44bc-93d9-9e651dded805\",\"objectID\":\"course-48c64dbb-9395-44bc-93d9-9e651dded805\",\"productName\":\"Women's Leadership Development Programme\",\"productSlug\":\"executive-education/university-of-oxford-womens-leadership-development-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/48c64dbb-9395-44bc-93d9-9e651dded805-a6bdb5f0717b.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/48c64dbb-9395-44bc-93d9-9e651dded805-654f84f8e72c.png\",\"fullDescription\":\"$8a\",\"shortDescription\":\"\u003cp\u003eOvercome gender barriers and grow as a leader within your career and organisation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completing the programme, you’ll walk away with:A clear understanding of your own leadership style, including your strengths and areas for growth, with the tools to address workplace challenges. The ability to lead authentically, to influence decisions effectively, and to negotiate with skill in overcoming organisational obstacles. Lasting connections with peers and world-renowned faculty through live online sessions and small group discussions, and unlimited access to both the official Oxford Executive Education Elumni group on LinkedIn and edX’s Career Engagement Network, offering you access to exclusive resources and events. Practical skills, developed through hands-on assignments, which can be immediately applied in your professional environment, accelerating your growth and impact. A certificate of completion from the Saïd Business School at the University of Oxford, recording your investment in your own development as a leader.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.657Z\",\"created\":\"2025-04-07T19:36:28.570Z\",\"hash\":\"4f848f5a68fd323232c24a140b4eb8fbc48970074c3ec94518556acebcdd5687\",\"skills\":[\"Atlassian Crucible\",\"Blobs\",\"Influencing Skills\",\"Leadership\",\"Leadership Development\",\"Management\",\"Reflective Practice\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Atlassian Crucible\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Reflective Practice\",\"category\":\"Social and Human Services\",\"subcategory\":\"Counseling Services\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":9,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":28,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+WML+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/48c64dbb-9395-44bc-93d9-9e651dded805-654f84f8e72c.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-women-leadership-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_leadership\",\"category_women-leadership\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711030,\"goLiveDate\":1780358400,\"modifiedDate\":1780395320},{\"id\":\"9c423be2-e2e0-44f3-be5d-e71ac2e5dfe7\",\"productUuid\":\"1b3a2209-dbf1-4a7c-8e64-96aef1480c5e\",\"objectID\":\"course-1b3a2209-dbf1-4a7c-8e64-96aef1480c5e\",\"productName\":\"Leadership in Action: From Self to Team to Impact\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-leadership-and-change\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/1b3a2209-dbf1-4a7c-8e64-96aef1480c5e-feadc698cf6d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/1b3a2209-dbf1-4a7c-8e64-96aef1480c5e-d06a5f222e42.png\",\"fullDescription\":\"$8b\",\"shortDescription\":\"\u003cp\u003eExplore leadership in the context of change and disruption, while developing the tools and techniques required to be an authentic, transformational leader.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of your authentic leadership strengths in order to effectively lead within the context of change and disruption. Knowledge of psychological safety and pro-diversity, and each concept's relationship to effective team leadership, as well as the ability to apply elements of the transformational and transactional leadership model to your organisation. The tools to drive change through collaboration, communication, and influence, and an enhanced understanding of organisational culture, along with a culture map that plots out values, behaviours, and practical steps. The skills to address individual and organisational ethical dilemmas using decision-making frameworks that help draw the link between personal and corporate purpose. A development plan for employees, created by using coaching and mentorship principles, as well as GROW (Goals, Reality, Options, Will) and solutions-focused models.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.552Z\",\"created\":\"2025-04-07T19:36:28.334Z\",\"hash\":\"7ab6cd18bc8f706e403a3f2880ca4b86953e11033da91ac620cd36b753f136c6\",\"skills\":[\"Blobs\",\"Change Management\",\"Decision Making\",\"Economics\",\"Leadership\",\"Mergers And Acquisitions\",\"Microsoft Excel\",\"Organizational Development\",\"Political Sciences\",\"Psychology\",\"Resilience\"],\"skillsData\":[{\"skill\":\"Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Change Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Organizational Development\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Microsoft Excel\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Mergers And Acquisitions\",\"category\":\"Finance\",\"subcategory\":\"Mergers and Acquisitions\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":35,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+LOC+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/1b3a2209-dbf1-4a7c-8e64-96aef1480c5e-d06a5f222e42.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-leadership-and-change-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_change-management\",\"category_leadership\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517142,\"goLiveDate\":1780272000,\"modifiedDate\":1780396217},{\"id\":\"79780249-ee37-46a7-8774-beb93c003b7d\",\"productUuid\":\"39095a3b-d192-493b-a4a5-dde448d2bf84\",\"objectID\":\"course-39095a3b-d192-493b-a4a5-dde448d2bf84\",\"productName\":\"Leadership in an Exponentially Changing World\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-leadership-in-an-exponentially-changing-world\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/39095a3b-d192-493b-a4a5-dde448d2bf84-59c95d9f73b6.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/39095a3b-d192-493b-a4a5-dde448d2bf84-1ebd7de6280a.png\",\"fullDescription\":\"$8c\",\"shortDescription\":\"\u003cp\u003eGain the skills needed to strategically lead teams and reach company goals.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to lead teams effectively to meet organizational goals. Newfound knowledge of X-teams to help drive innovation in your organization. Structures and processes to address organizational challenges, drawing on the 4-CAPS+ Leadership Framework. The ability to discover and adapt your personal leadership style to be more proactive.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.318Z\",\"created\":\"2025-04-07T19:36:28.627Z\",\"hash\":\"ab1e513f0e5572cf41839462bb57fd0b00c6f0558e500c99576f9ddca9f79b70\",\"skills\":[\"Innovation\",\"Leadership\",\"Management\",\"Public Key Certificates\",\"Team Leadership\"],\"skillsData\":[{\"skill\":\"Public Key Certificates\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Team Leadership\",\"category\":\"Business\",\"subcategory\":\"People Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":37,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+SL+1T2022b\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/39095a3b-d192-493b-a4a5-dde448d2bf84-1ebd7de6280a.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-leadership-in-an-exponentially-changing-world-online-program/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_leadership\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784678400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220449,\"goLiveDate\":1780358400,\"modifiedDate\":1780395429}]},{\"subcategoryLabel\":\"Business Management \u0026 Strategy\",\"productUuids\":[\"b3f587fc-0cee-4dbd-8bac-b2687731a40d\",\"0912928c-00cb-44ca-87a0-e0eb75584267\",\"2e07afc0-9915-4138-a6a6-c54c54829cba\",\"9c024a51-be79-4e86-81f3-d0e235828e6b\",\"6d717d0e-cf46-40b1-81ad-98e7a54cd579\",\"de12aa77-00b4-45ca-a1ab-01c47b14fb66\",\"b409117a-414f-46be-a04c-35f74706ebd6\",\"4a7a7683-e03f-4c01-b797-af28b7e368ad\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:0:subcategories:0:products:2\",{\"id\":\"30ec38c5-e4b6-4b41-8ce7-a7ae041b394e\",\"productUuid\":\"0912928c-00cb-44ca-87a0-e0eb75584267\",\"objectID\":\"course-0912928c-00cb-44ca-87a0-e0eb75584267\",\"productName\":\"Strategic Management Executive Programme\",\"productSlug\":\"executive-education/university-of-oxford-strategic-management-executive-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/0912928c-00cb-44ca-87a0-e0eb75584267-8a9b9a06f80e.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/0912928c-00cb-44ca-87a0-e0eb75584267-fd152c8629c4.png\",\"fullDescription\":\"$8d\",\"shortDescription\":\"\u003cp\u003eAcquire crucial leadership, strategy, and finance management skills through a six-month curated learning experience that integrates content from three prominent online Saïd Business School, University of Oxford programmes.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to successfully navigate change and uncertainty using an integrated approach to management. The leadership knowledge to think critically about the current business landscape and drive effective decision-making. The skills to bring greater value to your teams and organisation as you lead them forward to achieve strategic goals. Exclusive insights gained from the research and experience of leading faculty from the University of Oxford and over 60 guest experts. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.303Z\",\"created\":\"2025-04-07T19:36:28.741Z\",\"hash\":\"400d9e452cafcb21595541a52a38792850763f85c7442187053d4c522a001542\",\"skills\":[\"Blobs\",\"Finance\",\"Financial Management\",\"Leadership\",\"Management\",\"Professional Networking\",\"Ruby On Rails\",\"Strategic Management\"],\"skillsData\":[{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Financial Management\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Professional Networking\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Strategic Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":24,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":11,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+OSMEPS+1T2023\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/0912928c-00cb-44ca-87a0-e0eb75584267-fd152c8629c4.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-strategic-management-executive-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_management\",\"category_strategy\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1680110838,\"goLiveDate\":1780272000,\"modifiedDate\":1780396537},{\"id\":\"9945d83b-6d34-41eb-b1f0-a823ecd20f7d\",\"productUuid\":\"2e07afc0-9915-4138-a6a6-c54c54829cba\",\"objectID\":\"course-2e07afc0-9915-4138-a6a6-c54c54829cba\",\"productName\":\"Accelerated Management Program\",\"productSlug\":\"executive-education/yale-university-accelerated-management-program\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/2e07afc0-9915-4138-a6a6-c54c54829cba-6ea7ec36a90f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Yale SOM Executive Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/2e07afc0-9915-4138-a6a6-c54c54829cba-82767e7f60ff.png\",\"fullDescription\":\"$8e\",\"shortDescription\":\"\u003cp\u003eDevelop core management skills for tackling complex business challenges.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:The ability to apply analytical problem-solving to complex business decisions. The tools to develop a competitive strategy for your organization. The knowledge needed to calculate the time value of money and analyze financial statements, and to value a project or company. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Yale\"],\"lastUpdated\":\"2026-06-02T13:55:33.986Z\",\"created\":\"2025-04-07T19:36:28.633Z\",\"hash\":\"269295356112086ae989ce1420cb7823c337a6e1b8ce5b5ff4f3e965cdc65ccb\",\"skills\":[\"Decision Making\",\"Financial Statements\",\"Leadership\",\"Management\",\"Problem Solving\",\"Quantitative Modeling\",\"Strategic Management\",\"Time Value Of Money\"],\"skillsData\":[{\"skill\":\"Quantitative Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Time Value Of Money\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Strategic Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Financial Statements\",\"category\":\"Finance\",\"subcategory\":\"Financial Reporting\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":35,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Yale+MMB+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/2e07afc0-9915-4138-a6a6-c54c54829cba-82767e7f60ff.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Yale SOM Executive Education\"],\"externalUrl\":\"https://online-shortcourses.som.yale.edu/presentations/lp/yale-som-execed-accelerated-management-program-online-pr/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_yale\",\"category_management\",\"location_connecticut\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783468800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516879,\"goLiveDate\":1780358400,\"modifiedDate\":1780395386},{\"id\":\"96b29c95-ad59-47fa-aaab-e23b031f3d91\",\"productUuid\":\"9c024a51-be79-4e86-81f3-d0e235828e6b\",\"objectID\":\"course-9c024a51-be79-4e86-81f3-d0e235828e6b\",\"productName\":\"Digital Business Strategy: Harnessing Our Digital Future\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-digital-business-strategy-harnessing-our-digital-future\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/9c024a51-be79-4e86-81f3-d0e235828e6b-dcd3e17ef58f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/9c024a51-be79-4e86-81f3-d0e235828e6b-c960129ecb4e.png\",\"fullDescription\":\"$8f\",\"shortDescription\":\"\u003cp\u003eIntegrate transformative technologies into your business strategy, and leverage their benefits to drive your organization forward.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this digital strategy online short course experience, you’ll gain:An understanding of the key features of digitization for business success in the digital economy, guided by esteemed MIT Faculty. The knowledge to identify new opportunities for innovation and drive digital growth within your organization. Effective strategies to ensure your business model stays ahead of digital disruption\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.236Z\",\"created\":\"2025-04-07T19:36:28.618Z\",\"hash\":\"f61e5185a7290977368a59f80fb9d5f88b4bc169b7cb3ce59cb63978695257bf\",\"skills\":[\"Business Strategies\",\"Digital Media Strategy\",\"Digital Transformation\",\"Innovation\",\"Leadership\",\"Management\",\"Operations\",\"Public Key Certificates\",\"Research\",\"Selling Techniques\",\"Strategic Decision Making\",\"Value Propositions\"],\"skillsData\":[{\"skill\":\"Digital Media Strategy\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Online Advertising\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Strategic Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Selling Techniques\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Public Key Certificates\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Value Propositions\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Digital Transformation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":31,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+DBS+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/9c024a51-be79-4e86-81f3-d0e235828e6b-c960129ecb4e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-digital-business-strategy-online-short-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_digital-transformation\",\"category_strategy\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1785283200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081292,\"goLiveDate\":1780358400,\"modifiedDate\":1780395082},{\"id\":\"1554abee-e0cb-4310-930d-8d914c0b2ac5\",\"productUuid\":\"6d717d0e-cf46-40b1-81ad-98e7a54cd579\",\"objectID\":\"course-6d717d0e-cf46-40b1-81ad-98e7a54cd579\",\"productName\":\"Risk and Crisis Management\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-risk-and-crisis-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/6d717d0e-cf46-40b1-81ad-98e7a54cd579-17df32a1bf0d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/6d717d0e-cf46-40b1-81ad-98e7a54cd579-35c15ab297ad.png\",\"fullDescription\":\"$90\",\"shortDescription\":\"\u003cp\u003eDevelop an effective risk and crisis management strategy to better prepare your business for an uncertain future.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An interdisciplinary perspective on risk and crisis management, with an understanding of the impact risks have on organisations. An enhanced understanding of the role of leadership and organisational culture in risk and crisis prevention. The ability to assess and effectively apply theories and tools to current trends in risk and crisis management. An improved understanding of the nuances and sensitivities surrounding accountability, transparency, and blame in risk and crisis management. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.745Z\",\"created\":\"2025-04-07T19:36:28.381Z\",\"hash\":\"f1741f18b99469970fad47ac9388eab4635748bd0c107eaa32604a7b60417381\",\"skills\":[\"Accountability\",\"Blobs\",\"Crisis Management\",\"Economics\",\"Political Sciences\",\"Risk Management\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Crisis Management\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Public Relations\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Accountability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+RCM+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/6d717d0e-cf46-40b1-81ad-98e7a54cd579-35c15ab297ad.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-risk-and-crisis-management-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_risk-management\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1786492800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517061,\"goLiveDate\":1780358400,\"modifiedDate\":1780395993},{\"id\":\"082dc294-f2c0-437b-a372-54863cf2ab1f\",\"productUuid\":\"de12aa77-00b4-45ca-a1ab-01c47b14fb66\",\"objectID\":\"course-de12aa77-00b4-45ca-a1ab-01c47b14fb66\",\"productName\":\"Entrepreneurship: Venture Finance Programme\",\"productSlug\":\"executive-education/university-of-oxford-entrepreneurship-venture-finance-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/de12aa77-00b4-45ca-a1ab-01c47b14fb66-dfaf81b12661.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/de12aa77-00b4-45ca-a1ab-01c47b14fb66-fb296dd94fb5.png\",\"fullDescription\":\"$91\",\"shortDescription\":\"\u003cp\u003eGain a holistic understanding of venture finance and make informed decisions for capital funding and investment.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:A comprehensive understanding of how new ventures are financed from an entrepreneur and investor perspective, and the types of investments available. Practical skills to navigate the funding process, assess project valuations, and determine financial projections for a fundraising pitch deck. An opportunity to network with and learn alongside a global cohort of like-minded entrepreneurs, investors, and venture capitalists. Guidance from leading industry experts and Oxford Saïd faculty. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.157Z\",\"created\":\"2025-04-07T19:36:28.739Z\",\"hash\":\"fb65354d369756ac96f630bb376c33625cd06d355ac88406b390fa59ff6c9a91\",\"skills\":[\"Balancing (Ledger/Billing)\",\"Blobs\",\"Business Acumen\",\"Entrepreneurship\",\"Exit Strategies\",\"Finance\",\"Fundraising\",\"Planning\",\"Ruby On Rails\",\"Venture Capital\"],\"skillsData\":[{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Exit Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Business Acumen\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Entrepreneurship\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Fundraising\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Fundraising and Crowdsourcing\"},{\"skill\":\"Venture Capital\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Balancing (Ledger/Billing)\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+ENT+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/de12aa77-00b4-45ca-a1ab-01c47b14fb66-fb296dd94fb5.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-entrepreneurship-venture-finance-online-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_entrepreneurship\",\"category_finance\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782864000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711063,\"goLiveDate\":1780358400,\"modifiedDate\":1780395758},{\"id\":\"21ec6f77-6064-4e20-9c82-0d14b5e2f572\",\"productUuid\":\"b409117a-414f-46be-a04c-35f74706ebd6\",\"objectID\":\"course-b409117a-414f-46be-a04c-35f74706ebd6\",\"productName\":\"Corporate Innovation: Strategies for Leveraging Ecosystems\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-corporate-innovation-strategies-for-leveraging-ecosystems\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b409117a-414f-46be-a04c-35f74706ebd6-b70ada20ac6a.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b409117a-414f-46be-a04c-35f74706ebd6-3ca528a8dad7.png\",\"fullDescription\":\"$92\",\"shortDescription\":\"\u003cp\u003eDevelop a culture of innovation and engage with stakeholders to mobilize opportunities for change.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to assess your team’s capacity for innovation and entrepreneurship. The tools and frameworks to facilitate ongoing innovation in your company. A tailored innovation strategy designed for your organization.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.226Z\",\"created\":\"2025-04-07T19:36:28.623Z\",\"hash\":\"2652d5e9ab6e3d2f3d25ed736b0758c90cdde81c73cc037761227157de93e883\",\"skills\":[\"Innovation\",\"Innovation Management\",\"Technology Ecosystems\"],\"skillsData\":[{\"skill\":\"Innovation Management\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Technology Ecosystems\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":24,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+INN+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b409117a-414f-46be-a04c-35f74706ebd6-3ca528a8dad7.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-corporate-innovation-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_innovation\",\"category_strategy\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1785283200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220473,\"goLiveDate\":1780358400,\"modifiedDate\":1780395478},{\"id\":\"ab2a5672-5e3f-4e10-9dd3-ba736579a945\",\"productUuid\":\"4a7a7683-e03f-4c01-b797-af28b7e368ad\",\"objectID\":\"course-4a7a7683-e03f-4c01-b797-af28b7e368ad\",\"productName\":\"Strategic Change Management\",\"productSlug\":\"executive-education/northwestern-university-strategic-change-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/4a7a7683-e03f-4c01-b797-af28b7e368ad-1a1dae72035c.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Communication\"],\"partnerName\":\"Northwestern University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/4a7a7683-e03f-4c01-b797-af28b7e368ad-a0857408228d.png\",\"fullDescription\":\"$93\",\"shortDescription\":\"\u003cp\u003eEstablish a competitive advantage through your organization’s ability to adapt to change.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:The knowledge to create strategies for change with the ability to design initiatives that are impactful and sustainable throughout an organization. Practical skills to motivate for and implement change in a business, while overcoming stakeholder resistance. The tools needed to create a company that is agile and competitive in a fast-changing marketplace. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Northwestern\"],\"lastUpdated\":\"2026-06-02T13:55:34.748Z\",\"created\":\"2025-04-07T19:36:28.719Z\",\"hash\":\"00a7e8ecda9ff24aee5c83c419662d41ab5cd8e514b248158939253fc6f5a242\",\"skills\":[\"Adaptability\",\"Change Management\",\"Change Management Planning\",\"Communication\",\"Creativity\",\"Customer Satisfaction\",\"Customer Service\",\"Employee Satisfaction\",\"Key Performance Indicators (KPIs)\",\"Leadership\",\"Management\",\"Middle Management\",\"Organizational Change Management\",\"Organizational Leadership\",\"Organizational Strategy\",\"Organizational Structure\",\"Return On Investment\",\"Service Innovation\"],\"skillsData\":[{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Key Performance Indicators (KPIs)\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Return On Investment\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Service Innovation\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Customer Service\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Change Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Organizational Structure\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Adaptability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Change Management Planning\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Employee Satisfaction\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Relations\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Customer Satisfaction\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Organizational Strategy\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Middle Management\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Organizational Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Creativity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Organizational Change Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":12,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Northwestern+STC+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/4a7a7683-e03f-4c01-b797-af28b7e368ad-a0857408228d.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Northwestern University\"],\"externalUrl\":\"https://getsmarter.kellogg.northwestern.edu/presentations/lp/northwestern-university-strategic-change-management-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_kellogg\",\"category_change-management\",\"category_strategy\",\"location_chicago\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516940,\"goLiveDate\":1780272000,\"modifiedDate\":1780395629}]},{\"subcategoryLabel\":\"Data Science \u0026 Analysis\",\"productUuids\":[\"3cb02711-99a9-44ac-9acd-ef20cb346e43\",\"91c4ca9c-7f99-4644-8078-c89f0cb47eb4\",\"2502405e-c165-4089-96fd-86db78dd4f21\",\"aae08bb5-6d16-47ba-bd22-d86f0aad7d44\",\"93b36f93-9243-448c-887c-b6a5fc487df6\",\"8bb41a0a-6a54-4891-b819-386648da7e68\",\"5207cd03-3b29-4135-9fda-7b0097b6fcd2\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"3aa9173e-8ea4-4d3a-a0b3-8ecd3002c8e4\",\"productUuid\":\"3cb02711-99a9-44ac-9acd-ef20cb346e43\",\"objectID\":\"course-3cb02711-99a9-44ac-9acd-ef20cb346e43\",\"productName\":\"Data Analysis for Management\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-data-analysis-for-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3cb02711-99a9-44ac-9acd-ef20cb346e43-6808f0de8a81.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3cb02711-99a9-44ac-9acd-ef20cb346e43-03f9663e7d55.png\",\"fullDescription\":\"$94\",\"shortDescription\":\"\u003cp\u003eLearn the skills to analyse, interpret, and communicate data with confidence and impact within your organisation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of how data-driven models can improve your ability to make decisions in a fast-paced and uncertain world, and the ability to use modelling to predict future trends. Tableau data visualisation and reporting skills, with which to clearly communicate your findings and business needs. A capstone project as proof of your ability to analyse, summarise, visualise, and report on insights extracted from a dataset. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.471Z\",\"created\":\"2025-04-07T19:36:28.390Z\",\"hash\":\"bbdc293c43b37c09d3b36bea06a722433cbd498764c5766e95267954a517a4fc\",\"skills\":[\"Big Data\",\"Blobs\",\"Business Intelligence\",\"Data Analysis\",\"Data-Driven Decision Making\",\"Decision Making\",\"Economics\",\"Finance\",\"Management\",\"Marketing\",\"Microsoft Excel\",\"Political Sciences\",\"Project Management Institute (PMI) Methodology\",\"Ruby On Rails\",\"Sales\",\"Statistical Analysis\",\"Tableau (Business Intelligence Software)\"],\"skillsData\":[{\"skill\":\"Statistical Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Data-Driven Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Microsoft Excel\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Tableau (Business Intelligence Software)\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence Software\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Business Intelligence\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":37,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+DAM+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3cb02711-99a9-44ac-9acd-ef20cb346e43-03f9663e7d55.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-data-analysis-for-management-online-certificate-course-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_data-analytics\",\"category_management\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516866,\"goLiveDate\":1780272000,\"modifiedDate\":1780395275},{\"id\":\"2b62a73f-9bbc-4204-b210-6d8acc260677\",\"productUuid\":\"91c4ca9c-7f99-4644-8078-c89f0cb47eb4\",\"objectID\":\"course-91c4ca9c-7f99-4644-8078-c89f0cb47eb4\",\"productName\":\"Data Monetization Strategy: Creating Value Through Data\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-data-monetization-strategy-creating-value-through-data\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/91c4ca9c-7f99-4644-8078-c89f0cb47eb4-056e820e9d43.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/91c4ca9c-7f99-4644-8078-c89f0cb47eb4-f7ef72692bc7.png\",\"fullDescription\":\"$95\",\"shortDescription\":\"\u003cp\u003eIncorporate data monetization into your business strategy and compete in a digital economy\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Holistic knowledge of data monetization strategies, including the I-W-S framework, to facilitate data-based value creation. A comprehensive understanding of how to monetize data and the associated opportunities and challenges of data-based value creation. A chosen data monetization strategy to help your company optimize current and future value creation from its data assets.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.235Z\",\"created\":\"2025-04-07T19:36:28.619Z\",\"hash\":\"47d6547041965246d8b441bc69643c6684c18b686322757975d9314616f48135\",\"skills\":[\"Business Strategies\",\"Data Monetization\",\"Economics\",\"Management\",\"Problem Solving\",\"Process Improvement\",\"Value Creation\"],\"skillsData\":[{\"skill\":\"Value Creation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Data Monetization\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Process Improvement\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":34,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+DTM+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/91c4ca9c-7f99-4644-8078-c89f0cb47eb4-f7ef72692bc7.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-sloan-data-monetization-strategy-creating-value-through-data-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_data-analytics\",\"category_economics\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782864000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220540,\"goLiveDate\":1780358400,\"modifiedDate\":1780396147},{\"id\":\"169ac82e-5611-4bee-a432-32f1208ca352\",\"productUuid\":\"2502405e-c165-4089-96fd-86db78dd4f21\",\"objectID\":\"course-2502405e-c165-4089-96fd-86db78dd4f21\",\"productName\":\"Data Science with Python\",\"productSlug\":\"executive-education/university-of-cape-town-data-science-with-python\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/2502405e-c165-4089-96fd-86db78dd4f21-4701e63c820d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/2502405e-c165-4089-96fd-86db78dd4f21-8f0cff61d285.png\",\"fullDescription\":\"$96\",\"shortDescription\":\"\u003cp\u003eGain meaningful insights from data to inform your decision making.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to apply data science and analysis techniques to inform decision-making. The tools to build and modify robust models in order to help solve business problems. A practical grounding in the widely used Jupyter Notebook. The ability to fit data to a model using Python in order to gain insight into business problems. A certificate of completion from UCT as validation of your new data science skill set, and unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.544Z\",\"created\":\"2025-04-07T19:36:28.680Z\",\"hash\":\"347700f90b8217a08321fc823b01a6c1429f5bfe3b08ca7943507e60439cc1f8\",\"skills\":[\"Artificial Neural Networks\",\"Basic Math\",\"Data Science\",\"Hierarchical Clustering\",\"K-Means Clustering\",\"Machine Learning\",\"Mechanics\",\"Python (Programming Language)\",\"R (Programming Language)\",\"Statistical Learning Theory\",\"Supervised Learning\",\"Unsupervised Learning\"],\"skillsData\":[{\"skill\":\"Mechanics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Unsupervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Supervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"K-Means Clustering\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Statistical Learning Theory\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Hierarchical Clustering\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+DSS+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/2502405e-c165-4089-96fd-86db78dd4f21-8f0cff61d285.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-data-science-with-python-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_data-science\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783900800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516906,\"goLiveDate\":1780358400,\"modifiedDate\":1780395539},{\"id\":\"dc9346f5-5785-4c3f-b086-9efbb6a3b2bb\",\"productUuid\":\"aae08bb5-6d16-47ba-bd22-d86f0aad7d44\",\"objectID\":\"course-aae08bb5-6d16-47ba-bd22-d86f0aad7d44\",\"productName\":\"Data Analysis\",\"productSlug\":\"executive-education/university-of-cape-town-data-analysis\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/aae08bb5-6d16-47ba-bd22-d86f0aad7d44-c2961656ee67.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/aae08bb5-6d16-47ba-bd22-d86f0aad7d44-dd78f7383113.png\",\"fullDescription\":\"$97\",\"shortDescription\":\"\u003cp\u003eLearn how to sort, analyse, and interpret data to inform business strategy.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of how data analysis can be used to address a wide variety of business needs. A theoretical grasp of databases, and familiarity with a range of different data analysis techniques. The practical skills to sort, manipulate, analyse, visualise, and interpret data using Microsoft Excel. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.203Z\",\"created\":\"2025-04-07T19:36:28.678Z\",\"hash\":\"af93f7fa939d77586522419fd7c7f5c3c2c367c2d51eee87a083fe4006aae9c6\",\"skills\":[\"Data Analysis\",\"Data Science\",\"Decision Making\",\"Finance\",\"Management\",\"Marketing\",\"Microsoft Excel\",\"Sales\",\"Statistical Analysis\"],\"skillsData\":[{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Microsoft Excel\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Statistical Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":11,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":7,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+DA+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/aae08bb5-6d16-47ba-bd22-d86f0aad7d44-dd78f7383113.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-data-analysis-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_data-analytics\",\"category_data-science\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516815,\"goLiveDate\":1780358400,\"modifiedDate\":1780395054},{\"id\":\"449194d6-5a08-491a-a700-7802fc97bff3\",\"productUuid\":\"93b36f93-9243-448c-887c-b6a5fc487df6\",\"objectID\":\"course-93b36f93-9243-448c-887c-b6a5fc487df6\",\"productName\":\"Machine Learning: Practical Applications\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-machine-learning-practical-applications\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/93b36f93-9243-448c-887c-b6a5fc487df6-aa283449a707.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/93b36f93-9243-448c-887c-b6a5fc487df6-4ba594a84726.png\",\"fullDescription\":\"$98\",\"shortDescription\":\"\u003cp\u003eDevelop technical machine learning competencies to solve business problems and inform decision making.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The confidence to make more informed business decisions and solve complex problems by understanding how different machine learning models can be applied to a variety of data sets. The skills to implement various machine learning techniques, including regression, variable selection, shrinkage methods, classification, dimension reduction, and unsupervised learning. Upgraded mathematics and statistics knowledge, and the foundations of coding in R. Knowledge of the latest frontiers of machine learning, such as neural networks, and how these can be applied to your business context. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.646Z\",\"created\":\"2025-04-07T19:36:28.369Z\",\"hash\":\"7c985d101980fecd9b0376b431b31f09fac99a49f7d03d8dfffdb0647af8ef6e\",\"skills\":[\"Big Data\",\"Blobs\",\"Business Analytics\",\"Calculus\",\"Complex Problem Solving\",\"Data Analysis\",\"Data Mining\",\"Data Science\",\"Economics\",\"Forecasting\",\"HyperText Markup Language (HTML)\",\"Machine Learning\",\"Machine Learning Methods\",\"Marketing\",\"Object-Oriented Programming (OOP)\",\"Political Sciences\",\"R (Programming Language)\",\"Ruby On Rails\",\"Statistics\",\"Upskilling\"],\"skillsData\":[{\"skill\":\"Complex Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Machine Learning Methods\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Upskilling\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"HyperText Markup Language (HTML)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Object-Oriented Programming (OOP)\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Business Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Calculus\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Data Mining\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":19,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+MNL+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/93b36f93-9243-448c-887c-b6a5fc487df6-4ba594a84726.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-machine-learning-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_artificial-intelligence\",\"category_data-science\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782259200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516936,\"goLiveDate\":1780358400,\"modifiedDate\":1780395583},{\"id\":\"ba624721-d26d-4457-83cd-391675e4bde7\",\"productUuid\":\"8bb41a0a-6a54-4891-b819-386648da7e68\",\"objectID\":\"course-8bb41a0a-6a54-4891-b819-386648da7e68\",\"productName\":\"Communicating Data Through Storytelling\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-communicating-data-through-storytelling\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/8bb41a0a-6a54-4891-b819-386648da7e68-b8c6595540ad.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8bb41a0a-6a54-4891-b819-386648da7e68-e28f54e12766.png\",\"fullDescription\":\"$99\",\"shortDescription\":\"\u003cp\u003ePersuade, motivate, and inspire audiences and stakeholders using data-driven storytelling and visualization.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to construct persuasive, logically sound, data-driven presentations tailored to different audiences. Insight into how to design graphs for clearer communication and best practices for presenting data with clarity, rather than complexity. The knowledge to make complex data more understandable using the TOP-T (topic, orientation, point, transition) framework, developed by MIT Sloan faculty.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:37.578Z\",\"created\":\"2025-04-07T19:36:28.625Z\",\"hash\":\"e7fc863aed34bf587821a04532a91c0c2879c6c7216bd6e67cdd702aa59dcdc5\",\"skills\":[\"Communication\",\"Decision Making\",\"Entrepreneurship\",\"Operational Data Store\",\"Persuasive Communication\",\"Presentations\"],\"skillsData\":[{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Persuasive Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Presentations\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Entrepreneurship\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Operational Data Store\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":40,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+PTD+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8bb41a0a-6a54-4891-b819-386648da7e68-e28f54e12766.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-sloan-communicating-data-through-storytelling-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_data-analytics\",\"category_data-science\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782259200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081386,\"goLiveDate\":1780358400,\"modifiedDate\":1780396442}]},{\"subcategoryLabel\":\"Education\",\"productUuids\":[\"a626c6e3-1041-4937-94fe-d144c8355a2d\",\"72ec0c83-6b3c-42ec-bc26-5d7293d3e158\",\"e8c256c7-7508-4041-abc8-57c5acda2a08\",\"f3237abc-dd9a-44ef-b4a1-6a844536f2e6\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"1a685a90-39cf-4d68-9d3e-6792c4fc88e8\",\"productUuid\":\"a626c6e3-1041-4937-94fe-d144c8355a2d\",\"objectID\":\"course-a626c6e3-1041-4937-94fe-d144c8355a2d\",\"productName\":\"Higher Education Teaching Certificate\",\"productSlug\":\"executive-education/harvard-university-higher-education-teaching-certificate\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a626c6e3-1041-4937-94fe-d144c8355a2d-ecb8323f0023.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"HarvardX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a626c6e3-1041-4937-94fe-d144c8355a2d-b589550fbb67.png\",\"fullDescription\":\"$9a\",\"shortDescription\":\"\u003cp\u003eRefine your teaching practice by embracing reflective skills and updated methods.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The knowledge to create a positive, supportive, and inclusive postsecondary education learning environment through the application of rapport-building techniques. Practical skills on how to deliver a lesson, make it memorable, and bridge the knowledge gap between yourself and your students. An understanding of effective third-level education teaching practices, useful for raising your institutional profile as a reflective teacher. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.263Z\",\"created\":\"2025-04-07T19:36:28.703Z\",\"hash\":\"9bf837df2f2c4dfd2e117fdb12324cdb04ef8c651bbe6cb6cf21aa27fd2dcdb1\",\"skills\":[\"Classroom Management\",\"Higher Education\",\"Pedagogy\",\"Research\",\"Student Engagement\",\"Teaching\"],\"skillsData\":[{\"skill\":\"Student Engagement\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Higher Education\",\"category\":\"Education and Training\",\"subcategory\":\"Higher Education\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Classroom Management\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Pedagogy\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":79,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:HarvardX+BOK+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a626c6e3-1041-4937-94fe-d144c8355a2d-b589550fbb67.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"HarvardX\"],\"externalUrl\":\"https://harvardx-onlinecourses.getsmarter.com/presentations/lp/harvard-bok-higher-education-teaching-certificate-pr/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_harvard\",\"category_teaching\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1780444800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516898,\"goLiveDate\":1780358400,\"modifiedDate\":1780395497},{\"id\":\"21394fec-7d3b-4f25-a9d3-58438efb53b2\",\"productUuid\":\"e8c256c7-7508-4041-abc8-57c5acda2a08\",\"objectID\":\"course-e8c256c7-7508-4041-abc8-57c5acda2a08\",\"productName\":\"Instructional Design\",\"productSlug\":\"executive-education/university-of-cape-town-instructional-design\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/e8c256c7-7508-4041-abc8-57c5acda2a08-560f56ee6ab8.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/e8c256c7-7508-4041-abc8-57c5acda2a08-d8e41cd3faad.png\",\"fullDescription\":\"$9b\",\"shortDescription\":\"\u003cp\u003eGain up-to-date skills to build effective training programs as an instructional designer.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away withAn understanding of how to use incentivisation tactics, particularly gamification, to better achieve organisational learning goals. A portfolio of transformative instructional design work that you can apply directly to your current organisation. Insight into an instructional designer’s role as an agent of change, and how instructional design links to an organisation’s broader goals. A holistic view of the fundamentals of instructional design, content curation, and using learning management platforms in an African and emerging-market context. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.300Z\",\"created\":\"2025-04-07T19:36:28.380Z\",\"hash\":\"83cda711ff8aa819a1fde72a0ae4ac7152c4db8f13a137cb7e64993d3f57808a\",\"skills\":[\"Content Curation\",\"Gamification\",\"Instructional Design\",\"Management\",\"Reskilling\",\"Training And Development\",\"Upskilling\"],\"skillsData\":[{\"skill\":\"Training And Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Gamification\",\"category\":\"Design\",\"subcategory\":\"Digital Design\"},{\"skill\":\"Reskilling\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Instructional Design\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Upskilling\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Content Curation\",\"category\":\"Media and Writing\",\"subcategory\":\"Content Development and Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+IND+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/e8c256c7-7508-4041-abc8-57c5acda2a08-d8e41cd3faad.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-instructional-design-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_design\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517100,\"goLiveDate\":1780358400,\"modifiedDate\":1780396127},{\"id\":\"8216ae7d-91e2-47a3-8215-40acfcb420c4\",\"productUuid\":\"f3237abc-dd9a-44ef-b4a1-6a844536f2e6\",\"objectID\":\"course-f3237abc-dd9a-44ef-b4a1-6a844536f2e6\",\"productName\":\"Teaching With Technology\",\"productSlug\":\"executive-education/university-of-cape-town-teaching-with-technology\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/f3237abc-dd9a-44ef-b4a1-6a844536f2e6-e57d84a01692.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/f3237abc-dd9a-44ef-b4a1-6a844536f2e6-dd28b9cfa8a7.png\",\"fullDescription\":\"$9c\",\"shortDescription\":\"\u003cp\u003eExplore the practical applications of teaching with technology at every phase, from primary school to higher education.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Enhanced educational skills needed to adapt to new teaching approaches that enhance learning experiences for students. In-depth knowledge of how technology has evolved the teaching and training landscape. The ability to create pedagogically sound, practical lesson plans for various education phases. A comprehensive understanding of the pedagogical and practical implications of technology use in teaching and instruction. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.529Z\",\"created\":\"2025-04-07T19:36:28.669Z\",\"hash\":\"f1bf6f2c146d6353137ae15c54f8cc4a88d385a6ae8c2947b4a379f86d63d618\",\"skills\":[\"Lesson Planning\",\"Pedagogy\",\"Teaching\"],\"skillsData\":[{\"skill\":\"Pedagogy\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Lesson Planning\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+TWT+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/f3237abc-dd9a-44ef-b4a1-6a844536f2e6-dd28b9cfa8a7.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-teaching-with-technology-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_digital-transformation\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1785110400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517065,\"goLiveDate\":1780358400,\"modifiedDate\":1780396015}]},{\"subcategoryLabel\":\"Finance, Investment \u0026 Real Estate\",\"productUuids\":[\"fae65ccb-b081-41a7-a68e-954369c38ff1\",\"90f29252-222a-497e-b453-40b47f2eecd5\",\"ceade479-279d-4f69-8b63-c1eaf3acf1aa\",\"2606ed79-c582-4f7b-a956-b75dcadbc6cf\",\"b262f820-df9c-416e-b887-629cb5fc050b\",\"7775db6f-d494-4f97-b189-f08827beccc7\",\"1bdbf677-b0c2-44b8-9b75-b8b682616626\",\"6ae2bd4c-1b40-49bc-9d56-ca08d4370738\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:0:subcategories:0:products:8\",{\"id\":\"d31c0b14-b133-4e03-bfa0-5f24af621570\",\"productUuid\":\"90f29252-222a-497e-b453-40b47f2eecd5\",\"objectID\":\"course-90f29252-222a-497e-b453-40b47f2eecd5\",\"productName\":\"Private Markets Investments Programme\",\"productSlug\":\"executive-education/university-of-oxford-private-markets-investments-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/90f29252-222a-497e-b453-40b47f2eecd5-985e57bfa2de.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/90f29252-222a-497e-b453-40b47f2eecd5-e76a15d550f0.png\",\"fullDescription\":\"$9d\",\"shortDescription\":\"\u003cp\u003eUpskill yourself in the area of private markets with the Oxford Private Markets Investments Programme.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:The tools to operate confidently and knowledgeably within the evolving sector of private market investments. The ability to assess, acquire, and add value to private assets, navigate the deals process, and compile an investment memorandum. The knowledge needed to negotiate a debt package or limited partner agreement, and implement a private market strategy. A contextual grounding in real-world events and the skills to analyse current reports to ascertain returns from assets and funds. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.069Z\",\"created\":\"2025-04-07T19:36:28.733Z\",\"hash\":\"f10de7dbd1b69f00d006630f68bcdd96cfce63b941ec301d4cef13edb44fa77d\",\"skills\":[\"Accounting\",\"Blobs\",\"Finance\",\"Financial Services\",\"Investments\",\"Private Equity\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Private Equity\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Financial Services\",\"category\":\"Finance\",\"subcategory\":\"Banking Services\"},{\"skill\":\"Accounting\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":16,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+AIM+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/90f29252-222a-497e-b453-40b47f2eecd5-e76a15d550f0.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-private-markets-investments-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_finance\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783468800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711051,\"goLiveDate\":1780358400,\"modifiedDate\":1780395606},{\"id\":\"f6f79a2a-474c-4402-8994-560afe356f86\",\"productUuid\":\"ceade479-279d-4f69-8b63-c1eaf3acf1aa\",\"objectID\":\"course-ceade479-279d-4f69-8b63-c1eaf3acf1aa\",\"productName\":\"Managerial Finance\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-managerial-finance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ceade479-279d-4f69-8b63-c1eaf3acf1aa-ee979fcadd43.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ceade479-279d-4f69-8b63-c1eaf3acf1aa-b83b59bb60eb.png\",\"fullDescription\":\"$9e\",\"shortDescription\":\"\u003cp\u003eMake informed managerial and investment decisions with a practical understanding of your organization’s financial health.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The confidence to contribute to financial discussions and decision-making. A financial toolkit for the modern business environment that empowers you to make more strategic managerial and business decisions. The ability to understand financial reports, analyse the financial health of any organisation, and forecast for future success. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.639Z\",\"created\":\"2025-04-07T19:36:28.368Z\",\"hash\":\"76cec12992216de0d083ab4bc1becc3c668d61f9b71f838fd26d815b0e8a27b3\",\"skills\":[\"Accountability\",\"Blobs\",\"Corporate Finance\",\"Decision Making\",\"Economics\",\"Finance\",\"Financial Statements\",\"Forecasting\",\"Investment Decisions\",\"Leadership\",\"Management\",\"Managerial Finance\",\"Political Sciences\",\"Project Evaluation\",\"Ruby On Rails\",\"Time Value Of Money\"],\"skillsData\":[{\"skill\":\"Project Evaluation\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Accountability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Financial Statements\",\"category\":\"Finance\",\"subcategory\":\"Financial Reporting\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Corporate Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Managerial Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Investment Decisions\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Time Value Of Money\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":34,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+MFE+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ceade479-279d-4f69-8b63-c1eaf3acf1aa-b83b59bb60eb.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-managerial-finance-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_finance\",\"category_management\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784073600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516858,\"goLiveDate\":1780358400,\"modifiedDate\":1780395243},{\"id\":\"f011904d-ea91-4412-9276-5bc2818d89d2\",\"productUuid\":\"2606ed79-c582-4f7b-a956-b75dcadbc6cf\",\"objectID\":\"course-2606ed79-c582-4f7b-a956-b75dcadbc6cf\",\"productName\":\"Commercial Real Estate Analysis and Investment\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-commercial-real-estate-analysis-and-investment\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/2606ed79-c582-4f7b-a956-b75dcadbc6cf-764ec7d36339.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"MIT SA+P\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/2606ed79-c582-4f7b-a956-b75dcadbc6cf-f1d658b6f8ed.png\",\"fullDescription\":\"$9f\",\"shortDescription\":\"\u003cp\u003eIdentify opportunities for profitable investment in the commercial real estate sector.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to assess the financial viability of real estate development projects. Tools to evaluate and manage a property portfolio based on economic principles and data. A broad understanding of interactions within the broader real estate system, including the space and asset markets. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.149Z\",\"created\":\"2025-04-07T19:36:28.633Z\",\"hash\":\"b587bbcb9ecbab335530d31b4f5cd6f37459487248d835bf796415fcbb04fc37\",\"skills\":[\"Commercial Real Estate\",\"Decision Making\",\"Door Hinges\",\"Finance\",\"Financial Analysis Software\",\"Investment Analysis\",\"Investment Decisions\",\"Investments\",\"Planning\",\"Real Estate\",\"Real Estate Finance\",\"Real Estate Investments\",\"Real Estate Valuation\"],\"skillsData\":[{\"skill\":\"Investment Decisions\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Door Hinges\",\"category\":\"Maintenance, Repair, and Facility Services\",\"subcategory\":\"General Repairs and Maintenance\"},{\"skill\":\"Real Estate Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Real Estate Valuation\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Development\"},{\"skill\":\"Investment Analysis\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Real Estate Finance\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"},{\"skill\":\"Commercial Real Estate\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Real Estate\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Financial Analysis Software\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":18,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+CRI+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/2606ed79-c582-4f7b-a956-b75dcadbc6cf-f1d658b6f8ed.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT SA+P\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-commercial-real-estate-analysis-and-investment-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_data-analytics\",\"category_real-estate\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784073600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220415,\"goLiveDate\":1780358400,\"modifiedDate\":1780395115},{\"id\":\"8d21c59f-7aca-40e9-b3e0-35af02146037\",\"productUuid\":\"b262f820-df9c-416e-b887-629cb5fc050b\",\"objectID\":\"course-b262f820-df9c-416e-b887-629cb5fc050b\",\"productName\":\"Algorithmic Trading Programme\",\"productSlug\":\"executive-education/university-of-oxford-algorithmic-trading-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b262f820-df9c-416e-b887-629cb5fc050b-e8ae5d8830c0.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b262f820-df9c-416e-b887-629cb5fc050b-9ec676384cf8.png\",\"fullDescription\":\"$a0\",\"shortDescription\":\"\u003cp\u003eDevelop the ability to implement your own trading strategies and demystify algorithmic trading.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:The ability to assess the efficacy of an algorithmic trading model within a real-world market environment. The skills to develop and implement your own algorithmic trading strategies based on the four key rules laid out in this programme. Insight into how automation, AI, machine learning, and emerging technologies will impact the future of systematic trading. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.069Z\",\"created\":\"2025-04-07T19:36:28.536Z\",\"hash\":\"533d2193d05b8e13a8dca973bcbfbeff32f75fb1f2b4d6397ea380f5924a8327\",\"skills\":[\"Algorithmic Trading\",\"Algorithms\",\"Artificial Intelligence\",\"Automation\",\"Blobs\",\"Experimentation\",\"Finance\",\"Financial Trading\",\"Forecasting\",\"Hedge Funds\",\"Integrated Development Environments\",\"Investments\",\"Machine Learning\",\"Python (Programming Language)\",\"Ruby On Rails\",\"Trading Strategy\",\"Vulkan Graphics API\"],\"skillsData\":[{\"skill\":\"Hedge Funds\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Algorithmic Trading\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Automation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Automation\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Trading Strategy\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Vulkan Graphics API\",\"category\":\"Information Technology\",\"subcategory\":\"Application Programming Interface (API)\"},{\"skill\":\"Experimentation\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Financial Trading\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Integrated Development Environments\",\"category\":\"Information Technology\",\"subcategory\":\"Integrated Development Environments (IDEs)\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":9,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+ALG+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b262f820-df9c-416e-b887-629cb5fc050b-9ec676384cf8.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-algorithmic-trading-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_artificial-intelligence\",\"category_finance\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711057,\"goLiveDate\":1780358400,\"modifiedDate\":1780395643},{\"id\":\"0626eb75-eced-4650-92d9-c11af375a534\",\"productUuid\":\"7775db6f-d494-4f97-b189-f08827beccc7\",\"objectID\":\"\",\"productName\":\"Real Estate Finance and Investment\",\"productSlug\":\"executive-education/northwestern-university-real-estate-finance-and-investment\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/7775db6f-d494-4f97-b189-f08827beccc7-5b5ca32b4fed.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"Northwestern University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/7775db6f-d494-4f97-b189-f08827beccc7-e9ecb75dfd16.png\",\"fullDescription\":\"$a1\",\"shortDescription\":\"\u003cp\u003eDeepen your knowledge of real estate investment to maximize returns and minimize mistakes.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:An understanding of the most effective real estate valuation and financing techniques. A strategic tool kit to make more informed investment and financing decisions, mitigate risks, and circumvent major pitfalls. The ability to apply your knowledge to real-world contexts and to navigate your own investment journey with confidence. Validation of your skills and knowledge in the form of a certificate of completion from a globally recognized business school. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":null,\"partnerKeys\":[\"Northwestern\"],\"lastUpdated\":\"2025-10-06T19:37:37.576Z\",\"created\":\"2025-04-07T19:36:28.524Z\",\"hash\":\"b431570822c072687757a88276b5aca8d515ec877502a8f380c23d36a624bf08\",\"skills\":[\"Analytical Techniques\",\"Decision Making\",\"Forecasting\",\"Investment Decisions\",\"Investments\",\"Real Estate\",\"Real Estate Finance\",\"Real Estate Investments\",\"Tax Laws\"],\"skillsData\":null,\"level\":null,\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":9,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"88eefe8d-3de1-4e32-be87-96bdae70edae\",\"productUuid\":\"1bdbf677-b0c2-44b8-9b75-b8b682616626\",\"objectID\":\"course-1bdbf677-b0c2-44b8-9b75-b8b682616626\",\"productName\":\"Construction Management\",\"productSlug\":\"executive-education/university-of-cape-town-construction-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/1bdbf677-b0c2-44b8-9b75-b8b682616626-80eaeb8bdc10.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/1bdbf677-b0c2-44b8-9b75-b8b682616626-a7026bc72c0f.png\",\"fullDescription\":\"$a2\",\"shortDescription\":\"\u003cp\u003eHone your ability to plan, coordinate, and supervise construction projects in the South African context.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the South African construction industry and the factors affecting the market. The skills to manage cash flow, the tendering process, and other practical aspects of construction work. The ability to evaluate health and safety risks, and reflect on environmental management practices for a project. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.129Z\",\"created\":\"2025-04-07T19:36:28.675Z\",\"hash\":\"9fd66525d22b28735617804b67241e49777f5b6590378437a84988489368eda5\",\"skills\":[\"Blobs\",\"Construction\",\"Construction Management\",\"Coordinating\",\"EC Council Certified Security Analyst\",\"Leadership\",\"Management\",\"Planning\",\"Project Management\",\"Project Management Institute (PMI) Methodology\",\"Time Management\"],\"skillsData\":[{\"skill\":\"Construction Management\",\"category\":\"Architecture and Construction\",\"subcategory\":\"Construction Management\"},{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Time Management\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"EC Council Certified Security Analyst\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Coordinating\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Construction\",\"category\":\"Architecture and Construction\",\"subcategory\":\"General Construction and Construction Labor\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+CON+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/1bdbf677-b0c2-44b8-9b75-b8b682616626-a7026bc72c0f.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-construction-management-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_real-estate\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783296000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516826,\"goLiveDate\":1780358400,\"modifiedDate\":1780395109},{\"id\":\"911b5893-64e3-4360-87a2-caf947d5843c\",\"productUuid\":\"6ae2bd4c-1b40-49bc-9d56-ca08d4370738\",\"objectID\":\"course-6ae2bd4c-1b40-49bc-9d56-ca08d4370738\",\"productName\":\"Sustainable Finance and Investment\",\"productSlug\":\"executive-education/yale-university-sustainable-finance-and-investment\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/6ae2bd4c-1b40-49bc-9d56-ca08d4370738-e82130fc720f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"Yale SOM Executive Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/6ae2bd4c-1b40-49bc-9d56-ca08d4370738-79a51c16a693.png\",\"fullDescription\":\"$a3\",\"shortDescription\":\"\u003cp\u003eGain a competitive advantage when you merge environmental, social, and governance factors into your financial and investment decisions.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:Tools, frameworks, and insights to make educated decisions for your sustainable financial and investment goals. A holistic understanding of the ESG ecosystem, data and metrics, and how this can be leveraged to inform your investment strategies. Industry knowledge from Yale SOM faculty and numerous guest experts, empowering you to drive sustainable finance in business. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Yale\"],\"lastUpdated\":\"2026-06-02T13:55:33.985Z\",\"created\":\"2025-04-07T19:36:28.646Z\",\"hash\":\"9150a67686654635070ab8717ce6a4690832cfc1f0538c1683e2da951344a76e\",\"skills\":[\"Asset Management\",\"Corporate Sustainability\",\"Ecosystem Science\",\"Environmental Social And Corporate Governance (ESG)\",\"Finance\",\"Financial Analysis\",\"Financial Services\",\"Governance\",\"Integration\",\"Investment Decisions\",\"Investments\",\"Management\",\"Portfolio Management\",\"Project Implementation\",\"Public Policies\",\"Rate Of Return\",\"Real Time Data\"],\"skillsData\":[{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Financial Analysis\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Environmental Social And Corporate Governance (ESG)\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Project Implementation\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Rate Of Return\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Investment Decisions\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Public Policies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Integration\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Ecosystem Science\",\"category\":\"Environment\",\"subcategory\":\"Ecology\"},{\"skill\":\"Portfolio Management\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Financial Services\",\"category\":\"Finance\",\"subcategory\":\"Banking Services\"},{\"skill\":\"Corporate Sustainability\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Asset Management\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Real Time Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Yale+SFI+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/6ae2bd4c-1b40-49bc-9d56-ca08d4370738-79a51c16a693.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Yale SOM Executive Education\"],\"externalUrl\":\"https://online-shortcourses.som.yale.edu/presentations/lp/yale-som-executive-education-sustainable-finance-and-investment-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_yale\",\"category_finance\",\"category_sustainability\",\"location_connecticut\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1790726400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517138,\"goLiveDate\":1780358400,\"modifiedDate\":1780396211}]},{\"subcategoryLabel\":\"Fintech \u0026 Blockchain\",\"productUuids\":[\"f1e7155d-81ea-4446-96a8-a0562da1934e\",\"8ac06704-7e55-4da8-8e55-5c10c2091684\",\"7368801d-69c8-494a-96b2-7d96e7a9ab68\",\"abbcac00-5b99-4bfe-8da8-162ade2ffe78\",\"00176583-48ca-457f-abcd-0a9ccca1bd63\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"95b05828-a63c-4230-87c6-3ebe7eedd50a\",\"productUuid\":\"f1e7155d-81ea-4446-96a8-a0562da1934e\",\"objectID\":\"course-f1e7155d-81ea-4446-96a8-a0562da1934e\",\"productName\":\"FinTech\",\"productSlug\":\"executive-education/harvard-university-fintech\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/f1e7155d-81ea-4446-96a8-a0562da1934e-5b8e902c923f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"HarvardX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/f1e7155d-81ea-4446-96a8-a0562da1934e-56b31e07ffd2.png\",\"fullDescription\":\"$a4\",\"shortDescription\":\"\u003cp\u003eStep beyond current FinTech disruption and prepare for future financial services priorities.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:Clarity on the speculation and hype of the FinTech landscape, and the skills and knowledge to tackle innovation initiatives. An understanding of the technologies shaping the future of finance and the potential for partnerships between incumbents, new age tech companies, and investors. The ability to critically assess the future of FinTech and think strategically and creatively about problems faced by real companies. A premier certificate from Harvard’s VPAL, in association with HarvardX, as validation of your FinTech knowledge. The opportunity to network with a cohort of like-minded professionals at an additional conference week, and unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your FinTech career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.743Z\",\"created\":\"2025-04-07T19:36:28.697Z\",\"hash\":\"3cab087742fa07f6f6be677675b4bc2f913b6ed5c948ed6a23fd94a1c5d14eb4\",\"skills\":[\"Finance\",\"Financial Services\",\"Financial Technology (FinTech)\",\"Innovation\",\"Management\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Financial Technology (FinTech)\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Financial Services\",\"category\":\"Finance\",\"subcategory\":\"Banking Services\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":89,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:HarvardX+FIH+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/f1e7155d-81ea-4446-96a8-a0562da1934e-56b31e07ffd2.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"HarvardX\"],\"externalUrl\":\"https://harvardx-onlinecourses.getsmarter.com/presentations/lp/harvard-fintech-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_harvard\",\"category_fintech\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081589,\"goLiveDate\":1780358400,\"modifiedDate\":1780395664},{\"id\":\"22ea4cd9-6a22-4624-aec0-b183adab1d2a\",\"productUuid\":\"8ac06704-7e55-4da8-8e55-5c10c2091684\",\"objectID\":\"course-8ac06704-7e55-4da8-8e55-5c10c2091684\",\"productName\":\"Blockchain and Crypto Applications: From Decentralized Finance to Web 3\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-blockchain-and-crypto-applications-from-decentralized-finance-to-web-3\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/8ac06704-7e55-4da8-8e55-5c10c2091684-f810b9292dfe.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8ac06704-7e55-4da8-8e55-5c10c2091684-1b07fa2fc29f.png\",\"fullDescription\":\"$a5\",\"shortDescription\":\"\u003cp\u003eCapitalize on the crypto market evolution and leverage the new wave of opportunities, guided by MIT experts.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Insight into the key opportunities and challenges arising from the different waves of crypto technologies, and the role of regulation in scaling applications. An understanding of decentralized finance, its potential use-cases and pitfalls that need to be overcome for mainstream adoption. Knowledge of the economics and costs of Web 3 and the benefits and issues related to its governance and decentralized autonomous organizations (DAOs). The ability to develop an early stage DeFi, Web 3, or NFT project idea in your own business context.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.131Z\",\"created\":\"2025-04-07T19:36:28.624Z\",\"hash\":\"3265cf9967bb5123c1506711a77b246b9a0ff51ed7d855d91f0b5279592e7c96\",\"skills\":[\"Blockchain\",\"Cryptocurrency\",\"Decentralized Finance (DeFi)\",\"Finance\",\"International Finance\",\"Management\",\"Public Opinion\",\"Technical Analysis\"],\"skillsData\":[{\"skill\":\"Decentralized Finance (DeFi)\",\"category\":\"Finance\",\"subcategory\":\"Financial Regulation\"},{\"skill\":\"Public Opinion\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Public Relations\"},{\"skill\":\"Technical Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Blockchain\",\"category\":\"Information Technology\",\"subcategory\":\"Blockchain\"},{\"skill\":\"International Finance\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Cryptocurrency\",\"category\":\"Finance\",\"subcategory\":\"Cryptocurrency\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":24,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+BLN+3T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8ac06704-7e55-4da8-8e55-5c10c2091684-1b07fa2fc29f.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-sloan-blockchain-and-crypto-applications-from-decentralized-finance-to-web-3-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_blockchain\",\"category_fintech\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782259200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1665429801,\"goLiveDate\":1780358400,\"modifiedDate\":1780396517},{\"id\":\"8b085270-46ff-484b-a918-523ef9bb39a7\",\"productUuid\":\"00176583-48ca-457f-abcd-0a9ccca1bd63\",\"objectID\":\"course-00176583-48ca-457f-abcd-0a9ccca1bd63\",\"productName\":\"Blockchain Technologies: Business Innovation and Application\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-blockchain-technologies-business-innovation-and-application\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/00176583-48ca-457f-abcd-0a9ccca1bd63-8a68e0c2e2da.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/00176583-48ca-457f-abcd-0a9ccca1bd63-3f8557d1ae69.png\",\"fullDescription\":\"$a6\",\"shortDescription\":\"\u003cp\u003eHarness the economic potential of blockchain technology.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:A deeper understanding of the capabilities of blockchain technology, enabling you to assess which business problems it can solve. A blockchain-based strategy that addresses a business challenge within your industry. A thorough understanding of how blockchain technology lowers the cost of verification and the cost of networking. Knowledge of how blockchain applications like bitcoin and other token-based initiatives are powered.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:37.414Z\",\"created\":\"2025-04-07T19:36:28.620Z\",\"hash\":\"4afd308ec8175a1993365247e25616a3bb07d23838ffbb1b72239704abc9db35\",\"skills\":[\"Blockchain\",\"Innovation\",\"Management\",\"Private Blockchains\",\"Service Innovation\",\"Technology Ecosystems\"],\"skillsData\":[{\"skill\":\"Technology Ecosystems\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Private Blockchains\",\"category\":\"Information Technology\",\"subcategory\":\"Blockchain\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Service Innovation\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Blockchain\",\"category\":\"Information Technology\",\"subcategory\":\"Blockchain\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":39,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+BLC+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/00176583-48ca-457f-abcd-0a9ccca1bd63-3f8557d1ae69.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-blockchain-technologies-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_blockchain\",\"category_fintech\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781654400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081322,\"goLiveDate\":1780358400,\"modifiedDate\":1780395461}]},{\"subcategoryLabel\":\"Healthcare \u0026 Wellbeing\",\"productUuids\":[\"f8293d8a-c358-49ce-a916-c2eae6804f20\",\"a2a07812-e207-46f1-af94-17abfc905a78\",\"cbb17299-3740-4bfe-aa67-3ac8e36ebb9c\",\"e648e954-8a68-4fcb-8c94-29ad90091b21\",\"ed79a49b-64c1-48d2-afdc-054bf921e38d\",\"523506ca-9e3f-4b57-bbac-332a8c20d482\",\"8d82ec70-aa3b-4fab-aa78-9264132257db\",\"6ef191c3-613e-472f-8ba0-b821d2741624\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:0:subcategories:0:products:11\",{\"id\":\"8b87d2b0-b51a-48b7-9be8-49dd44d0b774\",\"productUuid\":\"a2a07812-e207-46f1-af94-17abfc905a78\",\"objectID\":\"course-a2a07812-e207-46f1-af94-17abfc905a78\",\"productName\":\"Healthcare Management\",\"productSlug\":\"executive-education/yale-university-healthcare-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a2a07812-e207-46f1-af94-17abfc905a78-2f8dd3187ffb.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"Yale SOM Executive Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a2a07812-e207-46f1-af94-17abfc905a78-bb1532d7614d.png\",\"fullDescription\":\"$a7\",\"shortDescription\":\"\u003cp\u003eLearn how applying fundamental business and management principles to healthcare administration can improve access, quality, and safety.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:A comprehensive understanding of funding structures and resource flows within the US healthcare industry and insight into the factors required for good financial stewardship within healthcare. Practical tools to help you progress from a healthcare manager to a healthcare leader. Operations-management techniques to effectively market a group practice. Knowledge of compliance and quality-assurance standards, and how to negotiate potential conflicts of interest. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Yale\"],\"lastUpdated\":\"2026-06-02T13:55:36.066Z\",\"created\":\"2025-04-07T19:36:28.629Z\",\"hash\":\"73c5f4e9365f7f5014b177ed3fca60943676ec1c8c6df285587e28cbe2e80191\",\"skills\":[\"Health Administration\",\"Management\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Health Administration\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":7,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":26,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Yale+HMG+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a2a07812-e207-46f1-af94-17abfc905a78-bb1532d7614d.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Yale SOM Executive Education\"],\"externalUrl\":\"https://online-shortcourses.som.yale.edu/presentations/lp/yale-som-execed-health-management-program-online/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_yale\",\"category_healthcare\",\"category_management\",\"location_connecticut\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516963,\"goLiveDate\":1780358400,\"modifiedDate\":1780395713},{\"id\":\"17e0e931-5246-4715-9161-19d1d71f7b48\",\"productUuid\":\"cbb17299-3740-4bfe-aa67-3ac8e36ebb9c\",\"objectID\":\"course-cbb17299-3740-4bfe-aa67-3ac8e36ebb9c\",\"productName\":\"Occupational Health and Safety\",\"productSlug\":\"executive-education/university-of-cape-town-occupational-health-and-safety\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/cbb17299-3740-4bfe-aa67-3ac8e36ebb9c-791eaf008300.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Health \u0026 Safety\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/cbb17299-3740-4bfe-aa67-3ac8e36ebb9c-567710d47673.png\",\"fullDescription\":\"$a8\",\"shortDescription\":\"\u003cp\u003eImprove employee safety and satisfaction in the workplace, and ensure your business is compliant with local legislation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The skills to improve workplace safety, and boost employee satisfaction and engagement. The know-how to ensure business compliance with the requirements stipulated in South Africa’s Occupational Health and Safety Act. The tools to implement policies that improve company performance and profit by minimising the risk of workplace injuries. Knowledge of OHS that can be applied in a wide range of sectors and contexts. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.384Z\",\"created\":\"2025-04-07T19:36:28.671Z\",\"hash\":\"7f82f153d7770fcbfd2c0cdc8e8ec2f9cecb12729e5959249e133ffeec6c7d0d\",\"skills\":[\"Blobs\",\"Management\",\"Occupational Safety And Health\",\"Regulatory Compliance\",\"Risk Analysis\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Regulatory Compliance\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Risk Analysis\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Occupational Safety And Health\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Occupational Health and Safety\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":6,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+OHS+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/cbb17299-3740-4bfe-aa67-3ac8e36ebb9c-567710d47673.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-occupational-health-and-safety-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_healthcare\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1780876800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516730,\"goLiveDate\":1780358400,\"modifiedDate\":1780394780},{\"id\":\"48301cd9-8e67-40ee-9d55-8af74903c684\",\"productUuid\":\"e648e954-8a68-4fcb-8c94-29ad90091b21\",\"objectID\":\"course-e648e954-8a68-4fcb-8c94-29ad90091b21\",\"productName\":\"Child Development: Behavior and Mental Health\",\"productSlug\":\"executive-education/stanford-university-child-development-behavior-and-mental-health\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/e648e954-8a68-4fcb-8c94-29ad90091b21-84699ada5471.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"Stanford Medicine\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/e648e954-8a68-4fcb-8c94-29ad90091b21-8b80601719e7.png\",\"fullDescription\":\"$a9\",\"shortDescription\":\"\u003cp\u003eGain a practical, science-informed approach toward helping children be happier and healthier, with the tools to handle challenging behavior, encourage social connection, and support mental health.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Practical, science-based strategies toward supporting the development of happier and healthier children. Positive behavioral interventions to help you manage challenging behavior in children, with the skills to identify and support mental-health concerns. Key insight into the importance of social connection, helping you to encourage a child’s healthy social development.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"StanfordOnline\"],\"lastUpdated\":\"2026-06-02T13:55:39.361Z\",\"created\":\"2025-04-07T19:36:28.711Z\",\"hash\":\"d1b32501d160fc183c7fc8f0f5e6dff447686a7b168456f3f3ed4366a50a1882\",\"skills\":[\"Behavioral Science\",\"Child Development\",\"Child Mental Health\",\"Developmental Psychology\",\"Health Education\",\"Healthcare Industry Knowledge\",\"Mental Health\",\"Pediatrics\"],\"skillsData\":[{\"skill\":\"Child Development\",\"category\":\"Education and Training\",\"subcategory\":\"Childhood Education and Development\"},{\"skill\":\"Behavioral Science\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Healthcare Industry Knowledge\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Health Education\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Mental Health\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"},{\"skill\":\"Child Mental Health\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Pediatrics\",\"category\":\"Health Care\",\"subcategory\":\"Pediatrics\"},{\"skill\":\"Developmental Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Pediatrics\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":13,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:StanfordOnline+CDP+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/e648e954-8a68-4fcb-8c94-29ad90091b21-8b80601719e7.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Stanford Medicine\"],\"externalUrl\":\"https://sche-online.getsmarter.com/presentations/lp/stanford-child-development-behavior-and-mental-health-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_stanford\",\"category_healthcare\",\"location_california\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784073600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517212,\"goLiveDate\":1780358400,\"modifiedDate\":1780396305},{\"id\":\"3eb97582-f951-4d1c-bae6-63c9b8ad0eee\",\"productUuid\":\"ed79a49b-64c1-48d2-afdc-054bf921e38d\",\"objectID\":\"course-ed79a49b-64c1-48d2-afdc-054bf921e38d\",\"productName\":\"CRISPR: Gene-editing Applications\",\"productSlug\":\"executive-education/harvard-university-crispr-gene-editing-applications\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ed79a49b-64c1-48d2-afdc-054bf921e38d-d61655be3628.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"HarvardX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ed79a49b-64c1-48d2-afdc-054bf921e38d-e4cfa8dd6d53.png\",\"fullDescription\":\"$aa\",\"shortDescription\":\"\u003cp\u003eUnderstand the potential of CRISPR technology in the biofuel, agriculture, and healthcare industries.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to understand CRISPR technology and its potential application in the biofuel, agriculture, and healthcare industries. The knowledge to identify market opportunities and consider the ethical implications of genetic modification. The industry insight and technological understanding to better communicate your company’s potential biotech initiative to business decision makers. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.358Z\",\"created\":\"2025-04-07T19:36:28.684Z\",\"hash\":\"fc9a7de802a67c8e2ca87f71153bd8014460d3f54f4f515842ea5b930a8b19c6\",\"skills\":[\"Agriculture\",\"Alternative Energy\",\"Alternative Fuels\",\"Biotechnology\",\"Blockchain\",\"Business Strategies\",\"CRISPR Gene Editing\",\"Economy\",\"Editing\",\"Genetic Disorders\",\"Genetic Engineering\",\"Genome Editing\",\"Infectious Diseases\",\"International Finance\",\"Internet Of Things (IoT)\",\"Market Opportunities\",\"New Product Development\",\"Pharmaceuticals\",\"Sales\"],\"skillsData\":[{\"skill\":\"Pharmaceuticals\",\"category\":\"Health Care\",\"subcategory\":\"Pharmacy\"},{\"skill\":\"Genetic Engineering\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"Alternative Fuels\",\"category\":\"Energy and Utilities\",\"subcategory\":\"Clean Energy\"},{\"skill\":\"New Product Development\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Product Development\"},{\"skill\":\"Infectious Diseases\",\"category\":\"Health Care\",\"subcategory\":\"Infectious Diseases\"},{\"skill\":\"Biotechnology\",\"category\":\"Science and Research\",\"subcategory\":\"Biotechnology\"},{\"skill\":\"Alternative Energy\",\"category\":\"Energy and Utilities\",\"subcategory\":\"Clean Energy\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Genetic Disorders\",\"category\":\"Health Care\",\"subcategory\":\"Genetic Disorders\"},{\"skill\":\"Editing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Market Opportunities\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"CRISPR Gene Editing\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Agriculture\",\"category\":\"Agriculture, Horticulture, and Landscaping\",\"subcategory\":\"Agricultural Management and Operations\"},{\"skill\":\"Internet Of Things (IoT)\",\"category\":\"Information Technology\",\"subcategory\":\"Internet of Things (IoT)\"},{\"skill\":\"Blockchain\",\"category\":\"Information Technology\",\"subcategory\":\"Blockchain\"},{\"skill\":\"International Finance\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Genome Editing\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"Economy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:HarvardX+CRS+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ed79a49b-64c1-48d2-afdc-054bf921e38d-e4cfa8dd6d53.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"HarvardX\"],\"externalUrl\":\"https://harvardx-onlinecourses.getsmarter.com/presentations/lp/harvard-gene-editing-applications-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_harvard\",\"category_data-science\",\"category_innovation\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1791331200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516834,\"goLiveDate\":1780358400,\"modifiedDate\":1780395134},{\"id\":\"eb9d211c-98c9-45cd-84a4-d727832a881b\",\"productUuid\":\"523506ca-9e3f-4b57-bbac-332a8c20d482\",\"objectID\":\"course-523506ca-9e3f-4b57-bbac-332a8c20d482\",\"productName\":\"Healthcare Leadership\",\"productSlug\":\"executive-education/university-of-toronto-healthcare-leadership\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/523506ca-9e3f-4b57-bbac-332a8c20d482-4a4f97601f3d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"University of Toronto\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/523506ca-9e3f-4b57-bbac-332a8c20d482-62f6968a9c3a.png\",\"fullDescription\":\"$ab\",\"shortDescription\":\"\u003cp\u003eLearn to build resilient healthcare teams by focusing on developing compassion, building trust, and promoting collaboration.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:Deeper insights into emotional intelligence and self-awareness to gain a better understanding of leading oneself before leading others. The knowledge, skills, and competencies to become a strategic and change-focused leader in the healthcare industry. A toolkit of strategies to lead and sustain high-functioning teams in a stressful and complex healthcare environment. The leadership tools and frameworks for impact and influence, and create a leadership development action plan which can continuously be refined and developed. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"University_of_TorontoX\"],\"lastUpdated\":\"2026-06-02T13:55:33.724Z\",\"created\":\"2025-04-07T19:36:28.559Z\",\"hash\":\"94d34eb87ec86ec53b5a50ffb5482e39b7e3d9fca2c0c292b86ba39389409406\",\"skills\":[\"Change Leadership\",\"Compassion\",\"Customer Relationship Building\",\"Emotional Intelligence\",\"General Practitioner\",\"Health Systems\",\"Influencing Skills\",\"Innovation\",\"Leadership\",\"Leadership Development\",\"Management\",\"Organizational Change Management\",\"Organizational Leadership\",\"Population Health\",\"Public Health\",\"Resilience\",\"Self-Awareness\",\"Team Leadership\"],\"skillsData\":[{\"skill\":\"Team Leadership\",\"category\":\"Business\",\"subcategory\":\"People Management\"},{\"skill\":\"Emotional Intelligence\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Self-Awareness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Organizational Change Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Health Systems\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"},{\"skill\":\"Change Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Organizational Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Population Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Public Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Customer Relationship Building\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"General Practitioner\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Compassion\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":10,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:University_of_TorontoX+HAL+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/523506ca-9e3f-4b57-bbac-332a8c20d482-62f6968a9c3a.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Toronto\"],\"externalUrl\":\"https://rotman-utoronto.getsmarter.com/presentations/lp/university-of-toronto-healthcare-leadership-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_university-of-toronto\",\"category_healthcare\",\"category_leadership\",\"location_canada\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081219,\"goLiveDate\":1780358400,\"modifiedDate\":1780396429},{\"id\":\"be5f7146-4954-47cc-9864-2b469ae1e22b\",\"productUuid\":\"8d82ec70-aa3b-4fab-aa78-9264132257db\",\"objectID\":\"course-8d82ec70-aa3b-4fab-aa78-9264132257db\",\"productName\":\"Global Health Delivery\",\"productSlug\":\"executive-education/harvard-university-global-health-delivery\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/8d82ec70-aa3b-4fab-aa78-9264132257db-2c828ec7a7aa.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"HarvardX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8d82ec70-aa3b-4fab-aa78-9264132257db-803d2dad360e.png\",\"fullDescription\":\"$ac\",\"shortDescription\":\"\u003cp\u003eUnderstand the challenges facing healthcare delivery, and design a solution for real-world implementation.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An action plan to implement health interventions in your particular context. A biosocial framework to assess how biological and social factors influence the spread of disease. An understanding of the restrictions and challenges facing healthcare delivery. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.821Z\",\"created\":\"2025-04-07T19:36:28.697Z\",\"hash\":\"e677fc9ff36bf64054e795560a3b9317ed5b46ee81c8c27d6f63e4bcce66a49c\",\"skills\":[\"Ebola\",\"Influencing Skills\",\"Innovation\",\"Medical Science\",\"Mental Health\",\"Non-Profit Organization\",\"Public Health\",\"Tuberculosis\"],\"skillsData\":[{\"skill\":\"Non-Profit Organization\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Mental Health\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Public Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Medical Science\",\"category\":\"Science and Research\",\"subcategory\":\"Medical Science and Research\"},{\"skill\":\"Ebola\",\"category\":\"Health Care\",\"subcategory\":\"Infectious Diseases\"},{\"skill\":\"Tuberculosis\",\"category\":\"Health Care\",\"subcategory\":\"Infectious Diseases\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:HarvardX+GHD+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8d82ec70-aa3b-4fab-aa78-9264132257db-803d2dad360e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"HarvardX\"],\"externalUrl\":\"https://harvardx-onlinecourses.getsmarter.com/presentations/lp/harvard-global-health-delivery-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_harvard\",\"category_healthcare\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1788307200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516893,\"goLiveDate\":1780358400,\"modifiedDate\":1780395484},{\"id\":\"686dcffc-b992-44ea-8858-d8dbf5390253\",\"productUuid\":\"6ef191c3-613e-472f-8ba0-b821d2741624\",\"objectID\":\"course-6ef191c3-613e-472f-8ba0-b821d2741624\",\"productName\":\"Modelling Cost-Effectiveness in Healthcare\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-modelling-cost-effectiveness-in-healthcare\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/6ef191c3-613e-472f-8ba0-b821d2741624-374ba416e0c0.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/6ef191c3-613e-472f-8ba0-b821d2741624-7ee65800bcdf.png\",\"fullDescription\":\"$ad\",\"shortDescription\":\"\u003cp\u003eImprove healthcare systems by effectively allocating resources with the help of cutting-edge decision-making tools.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Knowledge of how cost-effectiveness models can influence and aid decision-making when allocating resources. The skills to source and analyse data, as well as the ability to determine the quality of the data being analysed. An understanding of cost-effectiveness analysis, based on real-world examples and future considerations. The ability to develop and adapt decision-analytic models in Excel to your unique organisational context. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.739Z\",\"created\":\"2025-04-07T19:36:28.380Z\",\"hash\":\"c066a52f352a2129c9591b1eeec5c7b1113c33633159eb4f95d50b061ef554bc\",\"skills\":[\"Blobs\",\"Decision Making\",\"Economics\",\"Finance\",\"Financial Management\",\"Health Policies\",\"Health Systems\",\"Political Sciences\",\"Resource Allocation\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Resource Allocation\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Health Policies\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Procedure and Regulation\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Health Systems\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Financial Management\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+RCH+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/6ef191c3-613e-472f-8ba0-b821d2741624-7ee65800bcdf.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-modelling-cost-effectiveness-in-healthcare-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_finance\",\"category_healthcare\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1790726400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517127,\"goLiveDate\":1780358400,\"modifiedDate\":1780396185}]},{\"subcategoryLabel\":\"HR \u0026 Talent Management\",\"productUuids\":[\"de540c28-ab58-45de-9a1c-fd21a88eafbc\",\"ebe974df-6996-4d30-b01d-425b9107cd95\",\"a37a037c-8b29-41cf-bf9c-454fad40fbc1\",\"611368bd-ca27-4be3-9d16-3b8cd4b08094\",\"7fae2be9-303f-4095-bacd-79b1128445e6\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"f1200084-9afb-4e23-9d32-19ab828e8562\",\"productUuid\":\"de540c28-ab58-45de-9a1c-fd21a88eafbc\",\"objectID\":\"course-de540c28-ab58-45de-9a1c-fd21a88eafbc\",\"productName\":\"Executive and Management Coaching\",\"productSlug\":\"executive-education/university-of-cape-town-executive-and-management-coaching\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/de540c28-ab58-45de-9a1c-fd21a88eafbc-88eaa2954292.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/de540c28-ab58-45de-9a1c-fd21a88eafbc-5317e1f70ca3.png\",\"fullDescription\":\"$ae\",\"shortDescription\":\"\u003cp\u003eBuild your confidence and develop your competence as an internal or external business coach.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of coaching theories, models, philosophies, and methodologies. A personalised coaching toolkit that is immediately applicable to a range of professional contexts. A one-page bio for self-branding and self-marketing purposes. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.286Z\",\"created\":\"2025-04-07T19:36:28.652Z\",\"hash\":\"3bce745fb66bd141ea14f240a3d48bf2aabe0daf681ed999d11213fb72671054\",\"skills\":[\"Business Coaching\",\"Executive Coaching\",\"Management\",\"Organizational Performance\"],\"skillsData\":[{\"skill\":\"Organizational Performance\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Business Coaching\",\"category\":\"Business\",\"subcategory\":\"Business Consulting\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Executive Coaching\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":12,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":5,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+FEC+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/de540c28-ab58-45de-9a1c-fd21a88eafbc-5317e1f70ca3.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-executive-and-management-coaching-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_human-resources\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782691200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516702,\"goLiveDate\":1780358400,\"modifiedDate\":1780394682},{\"id\":\"16da7c08-2373-4e45-8d14-3285e95cab4c\",\"productUuid\":\"ebe974df-6996-4d30-b01d-425b9107cd95\",\"objectID\":\"course-ebe974df-6996-4d30-b01d-425b9107cd95\",\"productName\":\"Digital Transformation in HR\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-digital-transformation-in-hr\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ebe974df-6996-4d30-b01d-425b9107cd95-e6182108af06.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ebe974df-6996-4d30-b01d-425b9107cd95-90c31c111e5e.png\",\"fullDescription\":\"$af\",\"shortDescription\":\"\u003cp\u003eGain the knowledge to effectively implement and utilize digital human resource management to drive organizational performance.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to use data and technology to make informed talent and business decisions. Tools to identify and problem-solve digital HRM challenges in various organisational contexts. The adoption, change, and risk management skills to implement solutions that alter the digital cultural landscape of an organisation. Insights from key practitioners and industry leaders, leveraging the most recent research. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.471Z\",\"created\":\"2025-04-07T19:36:28.700Z\",\"hash\":\"5de49e19cf33cd361eeeae4ca88cc211c652308cb9fb5eee7b0f21968e9181cf\",\"skills\":[\"Blobs\",\"Digital Transformation\",\"Economics\",\"Human Resource Management\",\"Management\",\"Organizational Performance\",\"People Analytics\",\"Political Sciences\",\"Reskilling\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Organizational Performance\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Human Resource Management\",\"category\":\"Human Resources\",\"subcategory\":\"Human Resources Management and Planning\"},{\"skill\":\"Reskilling\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"People Analytics\",\"category\":\"Human Resources\",\"subcategory\":\"Human Resources Management and Planning\"},{\"skill\":\"Digital Transformation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Management\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+DIT+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/ebe974df-6996-4d30-b01d-425b9107cd95-90c31c111e5e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-digital-transformation-in-hr-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_digital-transformation\",\"category_human-resources\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781049600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517072,\"goLiveDate\":1780358400,\"modifiedDate\":1780396043},{\"id\":\"bfa04622-2204-4ec3-9ea1-69dcc16ec8e3\",\"productUuid\":\"a37a037c-8b29-41cf-bf9c-454fad40fbc1\",\"objectID\":\"course-a37a037c-8b29-41cf-bf9c-454fad40fbc1\",\"productName\":\"Human Resource (HR) Management\",\"productSlug\":\"executive-education/university-of-cape-town-human-resource-hr-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a37a037c-8b29-41cf-bf9c-454fad40fbc1-3bf4e4472871.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a37a037c-8b29-41cf-bf9c-454fad40fbc1-dc9588d66e14.png\",\"fullDescription\":\"$b0\",\"shortDescription\":\"\u003cp\u003eGain a competitive advantage by attracting, engaging, and retaining top talent.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The theoretical knowledge and practical skills to design and implement HR policies and procedures. The ability to create an empowering work environment to maximise and align workforce efforts to achieve business goals. The tools to design a recruitment and selection process, and develop effective retention strategies. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.302Z\",\"created\":\"2025-04-07T19:36:28.660Z\",\"hash\":\"988a1622ce0de4a6a56713728181b694cc80a25f0618946981cbe9771a52d371\",\"skills\":[\"Employment Protection Legislation\",\"Human Resource Management\",\"People Management\",\"Performance Management\",\"Training And Development\"],\"skillsData\":[{\"skill\":\"Performance Management\",\"category\":\"Business\",\"subcategory\":\"Performance Management\"},{\"skill\":\"People Management\",\"category\":\"Human Resources\",\"subcategory\":\"Talent Management\"},{\"skill\":\"Training And Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Human Resource Management\",\"category\":\"Human Resources\",\"subcategory\":\"Human Resources Management and Planning\"},{\"skill\":\"Employment Protection Legislation\",\"category\":\"Human Resources\",\"subcategory\":\"Compensation and Benefits\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":13,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+HR+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a37a037c-8b29-41cf-bf9c-454fad40fbc1-dc9588d66e14.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-human-resource-management-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_human-resources\",\"category_management\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783296000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516761,\"goLiveDate\":1780358400,\"modifiedDate\":1780394881},{\"id\":\"0fb9a659-5239-433c-80e9-39831d8776d0\",\"productUuid\":\"611368bd-ca27-4be3-9d16-3b8cd4b08094\",\"objectID\":\"course-611368bd-ca27-4be3-9d16-3b8cd4b08094\",\"productName\":\"Managing People and Teams\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-managing-people-and-teams\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/611368bd-ca27-4be3-9d16-3b8cd4b08094-8f420d610357.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/611368bd-ca27-4be3-9d16-3b8cd4b08094-803c0614b927.png\",\"fullDescription\":\"$b1\",\"shortDescription\":\"\u003cp\u003eEngage, motivate, and inspire your modern workforce to drive team performance.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The management skills to inspire and motivate individuals, manage and retain talent, and lead teams. An understanding of people development and employee engagement, and how these can be used to drive performance. Insight into flexible and virtual work, diversity management, and organisational well-being. A deeper examination of your unique management style, and the impact it has on your team leadership. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.648Z\",\"created\":\"2025-04-07T19:36:28.719Z\",\"hash\":\"869a6fdc19806b32adae7d3ab5cba89524c148216c3c8cf8b7b8d5728c11c841\",\"skills\":[\"Blobs\",\"Economics\",\"Employee Engagement\",\"Leadership\",\"Management\",\"People Management\",\"Political Sciences\",\"Research\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Employee Engagement\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Relations\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"People Management\",\"category\":\"Human Resources\",\"subcategory\":\"Talent Management\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":9,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+MPT+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/611368bd-ca27-4be3-9d16-3b8cd4b08094-803c0614b927.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-managing-people-and-teams-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_human-resources\",\"category_management\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784073600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081728,\"goLiveDate\":1780358400,\"modifiedDate\":1780396178},{\"id\":\"fe351eee-610b-4469-b3fd-754e281e5c5e\",\"productUuid\":\"7fae2be9-303f-4095-bacd-79b1128445e6\",\"objectID\":\"course-7fae2be9-303f-4095-bacd-79b1128445e6\",\"productName\":\"Training and Development Management\",\"productSlug\":\"executive-education/university-of-cape-town-training-and-development-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/7fae2be9-303f-4095-bacd-79b1128445e6-d20d1b5537b0.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/7fae2be9-303f-4095-bacd-79b1128445e6-c7b14b090396.png\",\"fullDescription\":\"$b2\",\"shortDescription\":\"\u003cp\u003eDevelop the expertise to lead workplace learning initiatives that enable employee and company growth.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The skills to plan, create, implement, and evaluate staff training and development programmes. Insight into the latest training techniques and presentation formats, and the expertise to integrate online learning into interventions. An understanding of the factors and laws that influence training and development in South Africa. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:37.586Z\",\"created\":\"2025-04-07T19:36:28.668Z\",\"hash\":\"953a6ebea7cb1bbc9a380b2cb56a6b77a2c5b93271086cb6c3945a1fd2e43f32\",\"skills\":[\"Adult Education\",\"Employee Engagement\",\"Management\",\"Training And Development\"],\"skillsData\":[{\"skill\":\"Employee Engagement\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Relations\"},{\"skill\":\"Training And Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Adult Education\",\"category\":\"Education and Training\",\"subcategory\":\"Training Programs\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+TDM+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/7fae2be9-303f-4095-bacd-79b1128445e6-c7b14b090396.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-training-and-development-management-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_management\",\"category_talent-management\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1780876800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516764,\"goLiveDate\":1780358400,\"modifiedDate\":1780394894}]},{\"subcategoryLabel\":\"Information Technology \u0026 Cybersecurity\",\"productUuids\":[\"83d8b90b-40d5-443c-99fd-6ea813c19538\",\"21e4c361-1bf9-4fe9-9b29-0284fb09ebff\",\"9d14721f-ca39-426b-8e88-26a6dce40118\",\"b538f688-0d2f-433c-8cea-3797730dc67a\",\"d7e8d061-37e6-4183-a5c0-fa156cb8a7d8\",\"5fb664b2-1b3f-4d58-8131-f4f6126fcc00\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"017ffaf0-e652-4978-96d1-e283fc163d51\",\"productUuid\":\"83d8b90b-40d5-443c-99fd-6ea813c19538\",\"objectID\":\"course-83d8b90b-40d5-443c-99fd-6ea813c19538\",\"productName\":\"Cybersecurity: Managing Risk in the Information Age\",\"productSlug\":\"executive-education/harvard-university-cybersecurity-managing-risk-in-the-information-age\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/83d8b90b-40d5-443c-99fd-6ea813c19538-ca2d80ff7c89.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"HarvardX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/83d8b90b-40d5-443c-99fd-6ea813c19538-c44b8d94ee4e.png\",\"fullDescription\":\"$b3\",\"shortDescription\":\"\u003cp\u003eDevelop an action plan to reduce system vulnerabilities and minimize damage\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll gain:The ability to recommend a cybersecurity leadership plan. The skills needed to develop a cyber risk mitigation strategy. A practical, holistic understanding of cybersecurity and its value. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.499Z\",\"created\":\"2025-04-07T19:36:28.691Z\",\"hash\":\"a916d51961c041cab533fc54c1a8ace27e5b478104371c83f0b9453bcfb4ed01\",\"skills\":[\"Business Operations\",\"Communication\",\"Cyber Engineering\",\"Cyber Security\",\"Cyber Threat Intelligence\",\"Data Integrity\",\"Digital Assets\",\"Digital Data\",\"Entry Point\",\"Influencing Skills\",\"Lawsuits\",\"Leadership\",\"Network Security\",\"Phishing\",\"Reputational Risk\",\"Risk Management\",\"Risk Mitigation\",\"Security Administration\",\"Security Managing\",\"Trustworthiness\",\"Vulnerability\",\"Vulnerability Assessments\"],\"skillsData\":[{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Cyber Threat Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Network Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Lawsuits\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Litigation and Civil Justice\"},{\"skill\":\"Vulnerability\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Vulnerability Assessments\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Digital Assets\",\"category\":\"Media and Writing\",\"subcategory\":\"Content Development and Management\"},{\"skill\":\"Risk Mitigation\",\"category\":\"Business\",\"subcategory\":\"Product Management\"},{\"skill\":\"Entry Point\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Digital Data\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Cyber Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Data Integrity\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Security Managing\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Reputational Risk\",\"category\":\"Finance\",\"subcategory\":\"Financial Risk Management\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Business Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Security Administration\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Phishing\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Trustworthiness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":11,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":78,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:HarvardX+CYB+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/83d8b90b-40d5-443c-99fd-6ea813c19538-c44b8d94ee4e.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"HarvardX\"],\"externalUrl\":\"https://harvardx-onlinecourses.getsmarter.com/presentations/lp/harvard-cybersecurity-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_harvard\",\"category_cybersecurity\",\"category_risk-management\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782864000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081558,\"goLiveDate\":1780358400,\"modifiedDate\":1780395511},{\"id\":\"ea6efb90-62b1-4f62-a092-b29d1995c550\",\"productUuid\":\"21e4c361-1bf9-4fe9-9b29-0284fb09ebff\",\"objectID\":\"course-21e4c361-1bf9-4fe9-9b29-0284fb09ebff\",\"productName\":\"Business Systems Analysis\",\"productSlug\":\"executive-education/university-of-cape-town-business-systems-analysis\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/21e4c361-1bf9-4fe9-9b29-0284fb09ebff-002a684399f7.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/21e4c361-1bf9-4fe9-9b29-0284fb09ebff-7d3f45de7e60.png\",\"fullDescription\":\"$b4\",\"shortDescription\":\"\u003cp\u003eCreate business change by improving management’s understanding of technical solutions, and developing your IT team’s awareness of organisational goals.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the fundamentals of business systems analysis and the role of a systems analyst. The ability to analyse existing business processes and propose effective solutions to enhance company productivity, profitability, and efficiency. A set of workplace-ready skills that will help you excel in your current role and potentially take on additional responsibilities. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.115Z\",\"created\":\"2025-04-07T19:36:28.661Z\",\"hash\":\"51ca05b5aff84a16c5e433fde878177e9f7a9aa3acbc59b1385e7db1ca17ccad\",\"skills\":[\"Blobs\",\"Business Analysis\",\"Business Systems\",\"Business Systems Analysis\",\"Data Analysis\",\"Data Modeling\",\"International Institute Of Business Analysis (IIBA) Certified\",\"Leadership\",\"Management\",\"Stakeholder Communications\"],\"skillsData\":[{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Stakeholder Communications\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Corporate Communications\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Business Systems Analysis\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Data Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"International Institute Of Business Analysis (IIBA) Certified\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Business Systems\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Business Analysis\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+BSA+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/21e4c361-1bf9-4fe9-9b29-0284fb09ebff-7d3f45de7e60.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/business-analyst-bsa-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_change-management\",\"category_data-analytics\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516690,\"goLiveDate\":1780012800,\"modifiedDate\":1780394663},{\"id\":\"395d3851-edb0-45c3-a871-8c319b029e37\",\"productUuid\":\"b538f688-0d2f-433c-8cea-3797730dc67a\",\"objectID\":\"\",\"productName\":\"Cybersecurity Risk and Strategy\",\"productSlug\":\"executive-education/institute-for-management-development-imd-cybersecurity-risk-and-strategy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b538f688-0d2f-433c-8cea-3797730dc67a-754a261467c5.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"IMD\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/b538f688-0d2f-433c-8cea-3797730dc67a-71606cf813c4.jpg\",\"fullDescription\":\"$b5\",\"shortDescription\":\"\u003cp\u003eAcquire the frameworks and terminology required to make informed strategic decisions that enhance the overall cyber resilience of your organization from top to bottom.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:Insight into the new cybersecurity landscape, and threats that pose the most risk to your industry or organization. A cybersecurity strategy designed for your organization’s assets and risks that boost business value. An understanding of existing data protection regulations, and the ability to assess your organization’s cybersecurity governance strategy and preparedness for potential breaches. A practical approach to effective cybersecurity incident response planning and best practices for managing an incident. The knowledge to assess how well prepared your organization is for the short-term future by understanding the evolving trends in cybersecurity.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":null,\"partnerKeys\":[\"IMD\"],\"lastUpdated\":\"2025-09-08T19:35:54.767Z\",\"created\":\"2025-04-07T19:36:28.552Z\",\"hash\":\"636e630702063a73c2b0afcbe6abb0abf7905acf607269abd9578749bda1a2bd\",\"skills\":[\"Artificial Intelligence\",\"Blobs\",\"Business Valuation\",\"Customer Service\",\"Cyber Resilience\",\"Cyber Risk\",\"Cyber Security\",\"Cyber Security Management\",\"Cyber Security Strategy\",\"Data Sharing\",\"Decision Making\",\"Information Privacy\",\"Internet Of Things (IoT)\",\"Management\",\"Management Development\",\"Planning\",\"Ruby On Rails\",\"Security Awareness\",\"Security Systems\",\"Sharpening\",\"Strategic Decision-Making\",\"Thought Leadership\",\"Vocabulary\"],\"skillsData\":null,\"level\":null,\"flexibility\":\"instructor_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"dde4ba00-c1bd-4c29-8570-3c034bf47bd5\",\"productUuid\":\"d7e8d061-37e6-4183-a5c0-fa156cb8a7d8\",\"objectID\":\"course-d7e8d061-37e6-4183-a5c0-fa156cb8a7d8\",\"productName\":\"IT Management\",\"productSlug\":\"executive-education/university-of-cape-town-it-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/d7e8d061-37e6-4183-a5c0-fa156cb8a7d8-0a1911689d54.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/d7e8d061-37e6-4183-a5c0-fa156cb8a7d8-4d71c8df4fc5.png\",\"fullDescription\":\"\u003cp\u003eConsidering the rapid pace at which the industry evolves, IT professionals need to regularly upskill to meet the ever-changing demands of the modern workplace. This course is designed to complement your existing IT expertise with diverse skills in leadership, data analysis, and cybersecurity, offering an ideal blend of technical and managerial skills to prepare you to step into your next role with confidence. \u003c/p\u003e\\n\u003cp\u003eEmbrace a practical learning experience that includes tools like design thinking frameworks, one-page strategies, and case studies to build problem-solving abilities that can be immediately applied to real-world situations. Using this application-based approach, you’ll prepare to bridge the gap between business and IT, support cross-functional operations, and update your professional portfolio with in-demand skills.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eAcquire the diverse skills and knowledge you need to lead IT teams with confidence.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:A diverse set of skills in team building, data analysis, and IT budgeting to develop and complement your existing IT expertise. Practical learning tools like case studies, design-thinking frameworks, and a one-page strategic plan that helps you apply what you’ve learned to real-world scenarios. Future-proof leadership skills in people management, digital transformation, and change management, ideal for the ever-evolving industry of IT. A comprehensive cybersecurity strategy aligned with the goals and risk tolerance of your organisation. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.295Z\",\"created\":\"2025-04-07T19:36:28.664Z\",\"hash\":\"6fbaf4057568a93734e61e433a8d8ef1bafe3eafcab292e611d41ea7ea168748\",\"skills\":[\"Business Valuation\",\"Communication\",\"IT Infrastructure\",\"Information Technology Operations\"],\"skillsData\":[{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Business Valuation\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"IT Infrastructure\",\"category\":\"Information Technology\",\"subcategory\":\"General Networking\"},{\"skill\":\"Information Technology Operations\",\"category\":\"Information Technology\",\"subcategory\":\"IT Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+ITM+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/d7e8d061-37e6-4183-a5c0-fa156cb8a7d8-4d71c8df4fc5.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-it-management-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_information-management\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784505600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516784,\"goLiveDate\":1780358400,\"modifiedDate\":1780394992},{\"id\":\"31af4cb8-6459-4672-95fd-86945a9c5cf6\",\"productUuid\":\"5fb664b2-1b3f-4d58-8131-f4f6126fcc00\",\"objectID\":\"course-5fb664b2-1b3f-4d58-8131-f4f6126fcc00\",\"productName\":\"Fundamentals of Cybersecurity\",\"productSlug\":\"executive-education/university-of-cape-town-fundamentals-of-cybersecurity\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/5fb664b2-1b3f-4d58-8131-f4f6126fcc00-885d9cb36e3e.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/5fb664b2-1b3f-4d58-8131-f4f6126fcc00-d157f224d6cb.png\",\"fullDescription\":\"$b6\",\"shortDescription\":\"\u003cp\u003eLearn how to defend your organization’s systems and data against the growing threat of cyberattacks.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the fundamental principles of cybersecurity management and the relevant legislative environment. The ability to evaluate cybersecurity risks, and analyse corporate information security policies. The skills to design a secure network model and a suitable incident response plan for an organisation. Insight into cybersecurity software and hardware products, and knowledge of the measures that can be implemented to protect a business from cyberthreats. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.136Z\",\"created\":\"2025-04-07T19:36:28.663Z\",\"hash\":\"88f6fd480f2a20a65db25a28200c391edc78f3784cbdd781eba354939a4278f9\",\"skills\":[\"Cyber Security\",\"Cyber Security Management\",\"Management\",\"Vulnerability\"],\"skillsData\":[{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Vulnerability\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Cyber Security Management\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+CBS+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/5fb664b2-1b3f-4d58-8131-f4f6126fcc00-d157f224d6cb.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/fundamentals-of-cybersecurity-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_cybersecurity\",\"category_data-science\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782086400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516830,\"goLiveDate\":1780358400,\"modifiedDate\":1780395125}]},{\"subcategoryLabel\":\"Marketing, Sales \u0026 Design\",\"productUuids\":[\"daabb96f-0f39-44dd-8e3f-8098c2e768da\",\"300b07a9-0e71-4499-a65a-7d5e21c95784\",\"888e2a4c-37d6-47c5-9902-0ef233bcf5cc\",\"09517282-3a79-4d55-9117-cae88cf2ff4a\",\"df3639e0-3609-42fe-b24d-b74938087ea6\",\"76f525f4-cc66-435f-ba6d-7813f8aa9b43\",\"864d5b89-7c78-420b-980f-c4ff64cd7f00\",\"068e365f-1a39-4e1d-81be-a7f82746e606\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"e706acc7-8438-448d-aacd-56b695bfcdf4\",\"productUuid\":\"daabb96f-0f39-44dd-8e3f-8098c2e768da\",\"objectID\":\"course-daabb96f-0f39-44dd-8e3f-8098c2e768da\",\"productName\":\"Digital Marketing: A Strategic Perspective\",\"productSlug\":\"executive-education/yale-university-digital-marketing-a-strategic-perspective\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/daabb96f-0f39-44dd-8e3f-8098c2e768da-7ef08bf96190.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Yale SOM Executive Education\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/daabb96f-0f39-44dd-8e3f-8098c2e768da-08cdc590b5df.png\",\"fullDescription\":\"$b7\",\"shortDescription\":\"\u003cp\u003eDiscover strategies, tools, and best practices to deliver organizational value through integrated digital marketing.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this program, you’ll walk away with:Practical digital marketing skills to effectively drive lead generation and conversions. The ability to implement an integrated digital marketing strategy. An understanding of how to harness data and key digital marketing tools to make informed business decisions. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Yale\"],\"lastUpdated\":\"2026-06-02T13:55:33.985Z\",\"created\":\"2025-04-07T19:36:28.647Z\",\"hash\":\"27a8014788aaf266c19456b0e59d472ef78fb493768421880c3dd6d64c7bf49b\",\"skills\":[\"Analytics\",\"Decision Making\",\"Digital Marketing\",\"Emerging Technologies\",\"Innovation\",\"Marketing\",\"Social Media\"],\"skillsData\":[{\"skill\":\"Emerging Technologies\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Social Media\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Digital Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":25,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:Yale+SMR+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/daabb96f-0f39-44dd-8e3f-8098c2e768da-08cdc590b5df.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Yale SOM Executive Education\"],\"externalUrl\":\"https://online-shortcourses.som.yale.edu/presentations/lp/yale-som-execed-digital-marketing-a-strategic-perspective-online-program/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_yale\",\"category_digital-marketing\",\"category_strategy\",\"location_connecticut\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1787702400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647417591,\"goLiveDate\":1780358400,\"modifiedDate\":1780395376},{\"id\":\"8105e58b-95bc-49f2-803b-f6f38b878964\",\"productUuid\":\"300b07a9-0e71-4499-a65a-7d5e21c95784\",\"objectID\":\"course-300b07a9-0e71-4499-a65a-7d5e21c95784\",\"productName\":\"Digital Marketing: Disruptive Strategy Programme\",\"productSlug\":\"executive-education/university-of-oxford-digital-marketing-disruptive-strategy-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/300b07a9-0e71-4499-a65a-7d5e21c95784-ab9745b7a905.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/300b07a9-0e71-4499-a65a-7d5e21c95784-2c337084a2f0.png\",\"fullDescription\":\"$b8\",\"shortDescription\":\"\u003cp\u003eRedefine your marketing strategy in an age of disruption.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:Insight into the use of emerging digital channels and technologies in marketing. The skills to effectively analyse and leverage data to make impactful, data-driven decisions. An integrated social media and digital marketing strategy based on your own organisational context. Guidance from leading industry experts and Oxford Saïd faculty including groundbreaking research from the Oxford Future of Marketing Initiative. Unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.149Z\",\"created\":\"2025-04-07T19:36:28.542Z\",\"hash\":\"90869466c42fdbafdf454d2392dfb2368b9ad0095d4e4195ae9d7cd4f3c626f3\",\"skills\":[\"Analytics\",\"Artificial Intelligence\",\"Blobs\",\"Consumer Behaviour\",\"Decision Making\",\"Digital Marketing\",\"Emerging Technologies\",\"Innovation\",\"Leadership\",\"Marketing\",\"Marketing Strategies\",\"Ruby On Rails\",\"Social Media\"],\"skillsData\":[{\"skill\":\"Social Media\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Emerging Technologies\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Consumer Behaviour\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Digital Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+DIG+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/300b07a9-0e71-4499-a65a-7d5e21c95784-2c337084a2f0.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-digital-marketing-programme-pr/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_digital-marketing\",\"category_strategy\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782864000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711061,\"goLiveDate\":1780358400,\"modifiedDate\":1780395652},{\"id\":\"80bc45e5-7dc1-4859-8d03-ce6129b93e65\",\"productUuid\":\"888e2a4c-37d6-47c5-9902-0ef233bcf5cc\",\"objectID\":\"course-888e2a4c-37d6-47c5-9902-0ef233bcf5cc\",\"productName\":\"Graphic Design\",\"productSlug\":\"executive-education/university-of-cape-town-graphic-design\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/888e2a4c-37d6-47c5-9902-0ef233bcf5cc-32a34aca850f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Design\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/888e2a4c-37d6-47c5-9902-0ef233bcf5cc-c823ba75c042.png\",\"fullDescription\":\"$b9\",\"shortDescription\":\"\u003cp\u003eDevelop the creative, technical, and business skills needed to launch your career in graphic design.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of visual communication and aesthetic principles, including theories about layout and composition. The creative and technical knowledge to produce designs for both print and digital mediums. The knowledge to produce designs for both print and digital mediums. Practical business skills that can be applied in a design-oriented career. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.300Z\",\"created\":\"2025-04-07T19:36:28.375Z\",\"hash\":\"9089febef97499a8a1a3b227196721571ed5d5b8b5fb4d8f361fa297d7576efa\",\"skills\":[\"Adobe Illustrator\",\"Graphic Design\",\"Visual Communications\",\"Web Platforms\"],\"skillsData\":[{\"skill\":\"Web Platforms\",\"category\":\"Information Technology\",\"subcategory\":\"Web Services\"},{\"skill\":\"Graphic Design\",\"category\":\"Design\",\"subcategory\":\"Graphic and Visual Design\"},{\"skill\":\"Visual Communications\",\"category\":\"Design\",\"subcategory\":\"Creative Design\"},{\"skill\":\"Adobe Illustrator\",\"category\":\"Design\",\"subcategory\":\"Graphic and Visual Design Software\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+GD+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/888e2a4c-37d6-47c5-9902-0ef233bcf5cc-c823ba75c042.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-graphic-design-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_design\",\"category_digital-marketing\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782691200,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081439,\"goLiveDate\":1780358400,\"modifiedDate\":1780394700},{\"id\":\"0dabb782-2c66-4366-98a1-d5efe13b8faa\",\"productUuid\":\"09517282-3a79-4d55-9117-cae88cf2ff4a\",\"objectID\":\"course-09517282-3a79-4d55-9117-cae88cf2ff4a\",\"productName\":\"Social Media Strategy: Creating Engagement, Insight, and Action\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-social-media-strategy-creating-engagement-insight-and-action\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/09517282-3a79-4d55-9117-cae88cf2ff4a-c1b0f6d54d9c.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/09517282-3a79-4d55-9117-cae88cf2ff4a-f9a8c12040ee.png\",\"fullDescription\":\"$ba\",\"shortDescription\":\"\u003cp\u003eGain an understanding of the science behind social media to optimize your social media strategy.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The tools to leverage social media to achieve strategic organizational objectives. An understanding of the economic and neurological underpinnings of social media. A playbook of tactics to enhance your marketing efforts in a hypersocialized world. Valuable insight from renowned social media authority Sinan Aral, as well as a host of influential industry experts.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-05-18T19:50:39.976Z\",\"created\":\"2025-04-07T19:36:28.628Z\",\"hash\":\"acfc294f75be4818df5264c437fdcbffe3ac1429d7cfbe15fb2303c0cceaf713\",\"skills\":[\"Influencing Skills\",\"Management\",\"Marketing\",\"Neurology\",\"Social Media Marketing\",\"Social Media Strategy\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Social Media Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Neurology\",\"category\":\"Health Care\",\"subcategory\":\"Neurology\"},{\"skill\":\"Social Media Strategy\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":14,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+SMM+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/09517282-3a79-4d55-9117-cae88cf2ff4a-f9a8c12040ee.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-social-media-strategy-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_digital-marketing\",\"category_strategy\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220519,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"2e035edd-bc83-469f-b756-3592e5140c2b\",\"productUuid\":\"df3639e0-3609-42fe-b24d-b74938087ea6\",\"objectID\":\"course-df3639e0-3609-42fe-b24d-b74938087ea6\",\"productName\":\"Sustainable Marketing, Communications and Brand Management\",\"productSlug\":\"executive-education/cambridge-sustainable-marketing-communications-and-brand-management-online-short-course\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/df3639e0-3609-42fe-b24d-b74938087ea6-7c0b993c4c93.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"CISL\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/df3639e0-3609-42fe-b24d-b74938087ea6-a7d68dcb64d7.png\",\"fullDescription\":\"$bb\",\"shortDescription\":\"\u003cp\u003eConfidently transition your marketing, media and creative practices to align brand and purpose in service of a sustainable future.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Enhanced knowledge of your role in challenging and redefining marketing, media and creative’s business-as-usual practices to recreate value and contribute to sustainable development. Real-world strategies for rewiring marketing’s psychological and sociological impacts and reforming its physical impact on people, nature and climate. The tools and confidence to innovate and disrupt unsustainable marketing practices through purpose-led marketing and leadership. An ambitious and practical Strategy for Action to drive transformational change and amplify your impact. Access to a global cohort of like-minded change agents, as well as the CISL Network comprising over 20,000 professionals and leaders from across industries and society.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofCambridge\"],\"lastUpdated\":\"2026-06-02T13:55:33.893Z\",\"created\":\"2025-04-07T19:36:28.559Z\",\"hash\":\"92ca1d86382fd2410397f6cf810f64d82baf27c22ce7184c81803adb3379037f\",\"skills\":[\"Blobs\",\"Brand Alignment\",\"Brand Management\",\"Communication\",\"Geography\",\"Influencing Skills\",\"Innovation\",\"Leadership\",\"Marketing\",\"Marketing Communications\",\"Peer Support\",\"Ruby On Rails\",\"Value Creation\"],\"skillsData\":[{\"skill\":\"Marketing Communications\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Brand Alignment\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Brand Management\"},{\"skill\":\"Peer Support\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Therapies\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Brand Management\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Brand Management\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Value Creation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Geography\",\"category\":\"Science and Research\",\"subcategory\":\"Earth and Space Science\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UniversityofCambridge+MBM+3T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/df3639e0-3609-42fe-b24d-b74938087ea6-a7d68dcb64d7.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"CISL\"],\"externalUrl\":\"https://online-short-courses.cisl.cam.ac.uk/presentations/lp/cambridge-sustainable-marketing-communications-and-brand-management-online-short-course\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_cambridge\",\"category_marketing\",\"category_sustainability\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784678400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1658153506,\"goLiveDate\":1780358400,\"modifiedDate\":1780396393},{\"id\":\"90abe82b-3f08-429c-89bb-974c8317b8f9\",\"productUuid\":\"76f525f4-cc66-435f-ba6d-7813f8aa9b43\",\"objectID\":\"course-76f525f4-cc66-435f-ba6d-7813f8aa9b43\",\"productName\":\"Digital Marketing\",\"productSlug\":\"executive-education/university-of-cape-town-digital-marketing\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/76f525f4-cc66-435f-ba6d-7813f8aa9b43-c9e74ec95621.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/76f525f4-cc66-435f-ba6d-7813f8aa9b43-9f3f33476ea4.png\",\"fullDescription\":\"$bc\",\"shortDescription\":\"\u003cp\u003eDevelop a digital marketing strategy to enhance audience engagement and achieve business objectives.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of the various elements and channels that make up a holistic digital marketing strategy. Practical skills in web design, analytics, SEO, online copywriting, social media marketing, and email marketing. Knowledge that is transferable to a broad range of contexts and industries, across different career levels. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:38.727Z\",\"created\":\"2025-04-07T19:36:28.678Z\",\"hash\":\"7a85595c2c2dbde1e852d7238eb1a75789300953bacf2b0ac1f1f8592bd62371\",\"skills\":[\"Analytics\",\"Content Marketing\",\"Copywriting\",\"Digital Marketing\",\"Digital Media Strategy\",\"Influencer Marketing\",\"Internet Marketing\",\"Marketing\",\"Marketing Analytics\",\"Online Advertising\",\"Online Marketing\",\"Personalized Service\",\"Research\",\"Salesforce\",\"Search Engine Optimization\",\"Social Media\",\"Target Audience\",\"Web Analytics\"],\"skillsData\":[{\"skill\":\"Search Engine Optimization\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Web Analytics and SEO\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Internet Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Marketing Analytics\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Web Analytics\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Web Analytics and SEO\"},{\"skill\":\"Digital Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Online Advertising\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Online Advertising\"},{\"skill\":\"Content Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Personalized Service\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Salesforce\",\"category\":\"Business\",\"subcategory\":\"Customer Relationship Management (CRM)\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Social Media\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Target Audience\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Digital Media Strategy\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Online Advertising\"},{\"skill\":\"Influencer Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Online Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Copywriting\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+DM+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/76f525f4-cc66-435f-ba6d-7813f8aa9b43-9f3f33476ea4.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-digital-marketing-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_digital-marketing\",\"category_marketing\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647353816,\"goLiveDate\":1780358400,\"modifiedDate\":1780394487},{\"id\":\"f1e2035e-59bc-4b00-bfa7-9e26c5db5ab1\",\"productUuid\":\"864d5b89-7c78-420b-980f-c4ff64cd7f00\",\"objectID\":\"course-864d5b89-7c78-420b-980f-c4ff64cd7f00\",\"productName\":\"Copy-editing\",\"productSlug\":\"executive-education/university-of-cape-town-copy-editing\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/864d5b89-7c78-420b-980f-c4ff64cd7f00-648ba7fcfac8.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Design\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/864d5b89-7c78-420b-980f-c4ff64cd7f00-9f0f107cda20.png\",\"fullDescription\":\"$bd\",\"shortDescription\":\"\u003cp\u003eLearn how to review, edit, and restructure text to eliminate errors and improve readability.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to assess and critique the underlying structure of documents, manuscripts, and book chapters. The skills to identify and correct spelling, punctuation, grammar, and style errors in text. An understanding of the various elements of a book, and the tools to prepare a manuscript for typesetting. The expertise to recognise copyright infringement and cases of plagiarism, and handle these appropriately. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.136Z\",\"created\":\"2025-04-07T19:36:28.663Z\",\"hash\":\"d28485387d06e43fd68fd2f6da646aad5925f50bb6d57d25c40cb1f3bb8ecaed\",\"skills\":[\"Copy Editing\",\"Editing\",\"Grammar\",\"Microsoft Word\",\"Notetaking\",\"Paragraphs\",\"Proofreading\",\"Writing\"],\"skillsData\":[{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Copy Editing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Paragraphs\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Editing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Microsoft Word\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Proofreading\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Notetaking\",\"category\":\"Administration\",\"subcategory\":\"General Administrative and Clerical Tasks\"},{\"skill\":\"Grammar\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+CED+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/864d5b89-7c78-420b-980f-c4ff64cd7f00-9f0f107cda20.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-copy-editing-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_digital-marketing\",\"category_marketing\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784505600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516683,\"goLiveDate\":1780358400,\"modifiedDate\":1780394643},{\"id\":\"96b1a058-0e12-4aab-875d-5a1be064d565\",\"productUuid\":\"068e365f-1a39-4e1d-81be-a7f82746e606\",\"objectID\":\"\",\"productName\":\"Human-Computer Interaction for User Experience Design\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-human-computer-interaction-for-user-experience-design\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/068e365f-1a39-4e1d-81be-a7f82746e606-dc8d4017bef4.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Design\"],\"partnerName\":\"MIT CSAIL\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/068e365f-1a39-4e1d-81be-a7f82746e606-501d4fb46e1b.png\",\"fullDescription\":\"$be\",\"shortDescription\":\"\u003cp\u003eInform your user experience design with cutting-edge HCI concepts.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to integrate HCI thinking into your own work, building on your current knowledge of user experience (UX) to explore new possibilities. Access to the forward-thinking research of eight industry experts that is changing the face of human-computer interaction. The ability to better understand speech and vision tools through examples like eye-tracking and gaze-following technologies. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":null,\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2025-10-06T19:37:35.642Z\",\"created\":\"2025-04-07T19:36:28.719Z\",\"hash\":\"1045f1dab09389522a401cbd56d56b4372a1aa82ec2cde2da38cdd8983f8f02d\",\"skills\":[\"Artificial Intelligence\",\"Computer Science\",\"Rapid Prototyping\",\"Research\",\"Speech Recognition\",\"User Experience\",\"User Experience Design (UX)\",\"User Interface\",\"User Interface Design\"],\"skillsData\":null,\"level\":null,\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Politics, Economics \u0026 Law\",\"productUuids\":[\"83025a53-28e4-4e65-818e-cd0b6b50c3b4\",\"d6214660-4433-4f50-8e83-75a387e9f5ac\",\"169f36c3-5dee-4d02-97a1-fe4c24ed8968\",\"276b1227-0b5b-4fe0-a612-7d56730ba818\",\"3cc6d511-1234-4eb2-972a-f6e524d275de\",\"8a0e546a-d096-477c-ba8a-5fd2fc51632b\",\"2d9bde0b-5fdc-4c24-82db-f55de87c53ad\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"6e6cdf85-8a06-476c-9859-0e400188a4e8\",\"productUuid\":\"83025a53-28e4-4e65-818e-cd0b6b50c3b4\",\"objectID\":\"course-83025a53-28e4-4e65-818e-cd0b6b50c3b4\",\"productName\":\"Health Economics and Policy\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-health-economics-and-policy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/83025a53-28e4-4e65-818e-cd0b6b50c3b4-0aa250decc3f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Medicine\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/83025a53-28e4-4e65-818e-cd0b6b50c3b4-1e245026ef93.png\",\"fullDescription\":\"$bf\",\"shortDescription\":\"\u003cp\u003eGain key insights into the economic principles governing global healthcare, and explore how effective policy can be used to address contemporary challenges.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An understanding of key economic principles governing the healthcare sector, such as supply and demand, and efficiency and equity. A nuanced perspective on healthcare financing systems and how they can be utilised to realise true universal health coverage. Insight into the complexities of the healthcare labour market, including workforce planning and forecasting, workforce shortages, and external shocks. A balanced view of health and social justice based on assessing health inequalities and deconstructing the social determinants of health. The ability to engage in discussions surrounding fairness in health delivery, alongside a network of experienced working professionals from the healthcare sector.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:34.748Z\",\"created\":\"2025-04-07T19:36:28.321Z\",\"hash\":\"f452339511ac3badc4018a1b175b609a45291152931614ca7c2b90ac3b09a1d5\",\"skills\":[\"Advocacy\",\"Blobs\",\"Economics\",\"Finance\",\"Health Economics\",\"Health Policies\",\"Influencing Skills\",\"Labor Economics\",\"Multidisciplinary Research\",\"Planning\",\"Policy Development\",\"Policy Proposal\",\"Political Sciences\",\"Public Health\",\"Ruby On Rails\",\"Social Determinants Of Health\",\"Social Justice\",\"Sustainable Development\",\"Teaching\"],\"skillsData\":[{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Policy Development\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Health Policies\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Procedure and Regulation\"},{\"skill\":\"Policy Proposal\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Advocacy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Public Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Social Determinants Of Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Multidisciplinary Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Labor Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Social Justice\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Health Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":9,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+HEP+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/83025a53-28e4-4e65-818e-cd0b6b50c3b4-1e245026ef93.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-health-economics-and-policy-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_economics\",\"category_healthcare\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1780444800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517134,\"goLiveDate\":1780358400,\"modifiedDate\":1780396204},\"$47:props:categories:0:subcategories:0:products:10\",{\"id\":\"58204923-eee4-41df-9f91-b0fcf9792bcd\",\"productUuid\":\"169f36c3-5dee-4d02-97a1-fe4c24ed8968\",\"objectID\":\"course-169f36c3-5dee-4d02-97a1-fe4c24ed8968\",\"productName\":\"Compliance Management\",\"productSlug\":\"executive-education/university-of-cape-town-compliance-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/169f36c3-5dee-4d02-97a1-fe4c24ed8968-572e36eaa0e3.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Law\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/169f36c3-5dee-4d02-97a1-fe4c24ed8968-a0aed08c1610.png\",\"fullDescription\":\"$c0\",\"shortDescription\":\"\u003cp\u003eGain a deeper understanding of compliance risk analysis and management in order to enhance your organization's operations.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Enhanced compliance management knowledge developed through academic theory, practical case studies, and self-reflection. The ability to design a compliance risk management plan consisting of controls that consider the regulatory risk universe and rating scales. The tools to structure a compliant organisation in a dynamic risk universe and ensure that a culture of compliance thrives. The confidence to communicate effectively as a compliance practitioner using your personal strengths and influence. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.199Z\",\"created\":\"2025-04-07T19:36:28.338Z\",\"hash\":\"67a64296073fdc588835a3a3d77213fccdebd4a0a5b3d38614b46e3ed73f740e\",\"skills\":[\"Certified Information System Auditor (CISA)\",\"Compliance Management\",\"Corporate Governance\",\"Management\",\"Operations\",\"Risk Analysis\",\"Risk Management\"],\"skillsData\":[{\"skill\":\"Risk Analysis\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Compliance Management\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Certified Information System Auditor (CISA)\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Corporate Governance\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+CP+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/169f36c3-5dee-4d02-97a1-fe4c24ed8968-a0aed08c1610.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/compliance-management-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_law\",\"category_risk-management\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1652081645,\"goLiveDate\":1780358400,\"modifiedDate\":1780395938},{\"id\":\"e05c3b59-686a-4bad-bb83-ea9ca08491d3\",\"productUuid\":\"276b1227-0b5b-4fe0-a612-7d56730ba818\",\"objectID\":\"course-276b1227-0b5b-4fe0-a612-7d56730ba818\",\"productName\":\"The Law and Economics of Mergers and Acquisitions\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-the-law-and-economics-of-mergers-and-acquisitions\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/276b1227-0b5b-4fe0-a612-7d56730ba818-615adcee926f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Law\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/276b1227-0b5b-4fe0-a612-7d56730ba818-8666ddbde809.png\",\"fullDescription\":\"$c1\",\"shortDescription\":\"\u003cp\u003eGain an interdisciplinary toolkit to understand and navigate the laws, structures, and challenges of corporate transactions.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:A contextual and interdisciplinary approach to the most important types of corporate transactions, exploring their core structures, shared features, and common problems. A comprehensive understanding of the range of legal strategies and techniques available to achieve your client and stakeholder objectives, as well as practical skills for drafting and negotiating. Working knowledge of the jurisdictional discrepancies across the UK, US, and EU, and the legal issues impacting corporate transactions in these areas. Insight into the legal, economic, and social drivers of M\u0026amp;A based on modern finance and economic contract theory, and case studies. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.469Z\",\"created\":\"2025-04-07T19:36:28.708Z\",\"hash\":\"7fe5ef2bbafe89f6af1f94c348df83287030441b26fe9903009acb12a5a728fc\",\"skills\":[\"Accounting\",\"Blobs\",\"Economics\",\"Finance\",\"Hedge Funds\",\"Influencing Skills\",\"Management Consulting\",\"Mergers And Acquisitions\",\"Political Sciences\",\"Public Offering\"],\"skillsData\":[{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Hedge Funds\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Management Consulting\",\"category\":\"Business\",\"subcategory\":\"Business Consulting\"},{\"skill\":\"Mergers And Acquisitions\",\"category\":\"Finance\",\"subcategory\":\"Mergers and Acquisitions\"},{\"skill\":\"Accounting\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"},{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Public Offering\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+LEC+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/276b1227-0b5b-4fe0-a612-7d56730ba818-8666ddbde809.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-the-law-and-economics-of-mergers-and-acquisitions-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_law\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783468800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517196,\"goLiveDate\":1780358400,\"modifiedDate\":1780396272},{\"id\":\"d7716a8e-e48f-423b-87fa-3679adf3a1af\",\"productUuid\":\"3cc6d511-1234-4eb2-972a-f6e524d275de\",\"objectID\":\"course-3cc6d511-1234-4eb2-972a-f6e524d275de\",\"productName\":\"Data Protection, Law and Governance\",\"productSlug\":\"executive-education/the-london-school-of-economics-and-political-science-data-law-policy-and-regulation\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3cc6d511-1234-4eb2-972a-f6e524d275de-338602512b88.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Law\"],\"partnerName\":\"LSE\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3cc6d511-1234-4eb2-972a-f6e524d275de-2fd066aa131c.png\",\"fullDescription\":\"$c2\",\"shortDescription\":\"\u003cp\u003eGain the skills to critically analyze and navigate the changing legal environment that’s shaping data law and policy.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll be empowered to:Develop and contextualise your knowledge of foundational legal principles, and improve your understanding of core debates regarding data governance. Examine traditional regulatory models and how they are being replaced or supplemented by the application of algorithmic, data-driven decision-making. Discover the practical applications and regulatory challenges of algorithmic decision-making. Navigate the changing legal environment that is shaping data law and policy.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"LSE\"],\"lastUpdated\":\"2026-06-02T13:55:39.473Z\",\"created\":\"2025-04-07T19:36:28.709Z\",\"hash\":\"c95943d33ab0df34b2cad14e344a80e53ab0740a4be621cd17a55bd3103975ac\",\"skills\":[\"Blobs\",\"Critical Thinking\",\"Data-Driven Decision Making\",\"Decision Making\",\"Digital Data\",\"Economics\",\"Governance\",\"Information Privacy\",\"Innovation\",\"Political Sciences\",\"Public Policies\",\"Research\",\"Ruby On Rails\"],\"skillsData\":[{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Data-Driven Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Public Policies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Digital Data\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Information Privacy\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:LSE+LGD+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3cc6d511-1234-4eb2-972a-f6e524d275de-2fd066aa131c.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"LSE\"],\"externalUrl\":\"https://onlinecertificatecourses.lse.ac.uk/presentations/lp/lse-data-law-policy-and-regulation-online-certificate-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_lse\",\"category_data-science\",\"category_law\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1784678400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647517003,\"goLiveDate\":1780358400,\"modifiedDate\":1780395849},{\"id\":\"407f3273-772e-4979-ba25-e1aa8e65a73b\",\"productUuid\":\"8a0e546a-d096-477c-ba8a-5fd2fc51632b\",\"objectID\":\"course-8a0e546a-d096-477c-ba8a-5fd2fc51632b\",\"productName\":\"Paralegal Practitioner\",\"productSlug\":\"executive-education/university-of-cape-town-paralegal-practitioner\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/8a0e546a-d096-477c-ba8a-5fd2fc51632b-ec78809e51c7.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Law\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8a0e546a-d096-477c-ba8a-5fd2fc51632b-9d859d86ebeb.png\",\"fullDescription\":\"$c3\",\"shortDescription\":\"\u003cp\u003eLearn how to offer vital legal support by administering key technical and operational tasks.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:Wide-ranging knowledge of South African law and legal procedures. The skills to conduct legal research, and interpret legislation and court material. The ability to draft basic legal documents and write an office memorandum. An official certificate from UCT as proof of your paralegal competencies. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.372Z\",\"created\":\"2025-04-07T19:36:28.676Z\",\"hash\":\"efd1b1546277a94d412fbccbe1e8534d53f2481aaf04423b943528b5f102c99d\",\"skills\":[\"Criminal Law\",\"Influencing Skills\",\"Legal Knowledge\",\"Private Law\",\"Research\",\"Writing\"],\"skillsData\":[{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Private Law\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Litigation and Civil Justice\"},{\"skill\":\"Criminal Law\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Law Enforcement and Criminal Justice\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Legal Knowledge\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":16,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+PAR+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8a0e546a-d096-477c-ba8a-5fd2fc51632b-9d859d86ebeb.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-paralegal-practitioner-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_law\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781481600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516787,\"goLiveDate\":1780358400,\"modifiedDate\":1780395003}]},{\"subcategoryLabel\":\"Project Management, Operations \u0026 Supply Chain\",\"productUuids\":[\"fa28881f-5a3e-46bf-a010-6865bfab6032\",\"e2623046-dfa6-4f5f-bd7b-0f7f093f3f58\",\"7445fd4f-0ce7-4373-925c-a53c9d18c107\",\"a229af7b-0fe9-48ca-a215-8ac089a6697e\",\"aaee5823-5acf-4896-88b8-e4ea8abdf341\",\"fe2f341e-493d-42c4-8d0d-0661b490c2cb\",\"1e662d51-aca9-4e44-b2c4-8af7f18ed10c\",\"f7f1044f-08aa-489b-9ec2-04059e032f2e\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"4e245035-8fbf-47bc-b6a4-159fcd593ad5\",\"productUuid\":\"fa28881f-5a3e-46bf-a010-6865bfab6032\",\"objectID\":\"course-fa28881f-5a3e-46bf-a010-6865bfab6032\",\"productName\":\"Project Management Foundations: An Organisational Perspective\",\"productSlug\":\"executive-education/uct-project-management-foundations-an-organisational-perspective-online-short-course\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/fa28881f-5a3e-46bf-a010-6865bfab6032-7f73f55c60ec.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fa28881f-5a3e-46bf-a010-6865bfab6032-c78b3d6d268d.png\",\"fullDescription\":\"$c4\",\"shortDescription\":\"\u003cp\u003eLearn how to approach and execute projects more effectively and efficiently.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The practical skills to address requirements like project scope, risk, time, and costs. The ability to identify challenges and improve processes to effectively manage project teams. A certificate from UCT validating your new-found knowledge and capabilities. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.454Z\",\"created\":\"2025-04-07T19:36:28.684Z\",\"hash\":\"39aaf8bd813ebdd696d07734984e55e321ace42b3bdf24a3783d70397a6b6638\",\"skills\":[\"Blobs\",\"Leadership\",\"Management\",\"Project Management\",\"Project Management Institute (PMI) Methodology\",\"Ruby On Rails\",\"Transferable Skills Analysis\"],\"skillsData\":[{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Transferable Skills Analysis\",\"category\":\"Human Resources\",\"subcategory\":\"Talent Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":7,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+PM+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fa28881f-5a3e-46bf-a010-6865bfab6032-c78b3d6d268d.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-project-management-foundations-an-organisational-perspective-online-short-course\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_project-management\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516749,\"goLiveDate\":1780358400,\"modifiedDate\":1780394838},{\"id\":\"ba9b01d2-1a8e-40dc-95f8-bd3b2d98c96c\",\"productUuid\":\"e2623046-dfa6-4f5f-bd7b-0f7f093f3f58\",\"objectID\":\"course-e2623046-dfa6-4f5f-bd7b-0f7f093f3f58\",\"productName\":\"Leading Strategic Projects Programme\",\"productSlug\":\"executive-education/university-of-oxford-leading-strategic-projects-programme\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/e2623046-dfa6-4f5f-bd7b-0f7f093f3f58-2a8b92cdf6b2.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Oxford Saïd\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/e2623046-dfa6-4f5f-bd7b-0f7f093f3f58-4ce0add30617.png\",\"fullDescription\":\"$c5\",\"shortDescription\":\"\u003cp\u003eGo beyond traditional project management and redefine project success with a strategic approach.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this programme, you’ll walk away with:A set of personalised leadership skills to help you guide teams through uncertainty to successful project delivery. Tools to manage potential project risks, capitalise on opportunities, and achieve organisational objectives. The ability to respond to complexities faced when dealing with people, power, and politics. Guidance from leading industry experts and Oxford Saïd faculty and unlimited access to both the official Oxford Executive Education Alumni group on LinkedIn and 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"OxfordX\",\"SaidBusinessSchool\"],\"lastUpdated\":\"2026-06-02T13:55:34.832Z\",\"created\":\"2025-04-07T19:36:28.740Z\",\"hash\":\"5a411d12a48936e396dea5efd4ca9e7a0985c85a00464eaa3c365ab767e135d4\",\"skills\":[\"Digital Transformation\",\"Leadership\",\"Operations\",\"Project Management\",\"Project Management Institute (PMI) Methodology\",\"Service Innovation\",\"Strategic Positioning\"],\"skillsData\":[{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Strategic Positioning\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Service Innovation\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Digital Transformation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Management\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":60,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:OxfordX+LSP+2T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/e2623046-dfa6-4f5f-bd7b-0f7f093f3f58-4ce0add30617.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"Oxford Saïd\",\"Saïd Business School, University of Oxford\"],\"externalUrl\":\"https://oxford-onlineprogrammes.getsmarter.com/presentations/lp/oxford-leading-strategic-projects-programme/\",\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_oxford\",\"category_project-management\",\"category_strategy\",\"location_london\",\"location_uk\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1792540800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648711040,\"goLiveDate\":1780358400,\"modifiedDate\":1780395419},{\"id\":\"c1559ab6-ea4c-4c0a-a215-239a131a1f8c\",\"productUuid\":\"7445fd4f-0ce7-4373-925c-a53c9d18c107\",\"objectID\":\"course-7445fd4f-0ce7-4373-925c-a53c9d18c107\",\"productName\":\"Pricing: Using Data to Improve Pricing Performance\",\"productSlug\":\"executive-education/massachusetts-institute-of-technology-pricing-using-data-to-improve-pricing-performance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/7445fd4f-0ce7-4373-925c-a53c9d18c107-6ef4aa7a40bb.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"MIT Sloan School of Management\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/7445fd4f-0ce7-4373-925c-a53c9d18c107-529229342700.png\",\"fullDescription\":\"$c6\",\"shortDescription\":\"\u003cp\u003eDevelop the techniques and guidelines to execute a successful pricing strategy.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:An analytical toolkit to develop a successful pricing strategy, with insight into the opportunities and limitations of data, to help you reinvent your approach to pricing. The understanding to assign economic value to a product or service based on customer demand, equipping you to improve financial performance in your business. Decision-making skills for pricing products across a range of industries, teaching you to account for multiple variables in a complex pricing market.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.316Z\",\"created\":\"2025-04-07T19:36:28.736Z\",\"hash\":\"938387261c87740aa8663b4d884b59e8caf7043d288fa1045d14cd6b9425a579\",\"skills\":[\"Conjoint Analysis\",\"Economics\",\"Finance\",\"Management\",\"Pricing Strategies\",\"Regression Analysis\",\"Sales\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Conjoint Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Pricing Strategies\",\"category\":\"Business\",\"subcategory\":\"Pricing Analysis\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Regression Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":33,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:MITx+PRS+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/7445fd4f-0ce7-4373-925c-a53c9d18c107-529229342700.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"MIT Sloan School of Management\"],\"externalUrl\":\"https://mit-online.getsmarter.com/presentations/lp/mit-pricing-strategies-online-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_mit\",\"category_finance\",\"category_sales\",\"location_boston\",\"location_usa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1785888000,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648220483,\"goLiveDate\":1780358400,\"modifiedDate\":1780395592},{\"id\":\"32c2d7c2-cc1b-4302-8975-8c6b9925abfa\",\"productUuid\":\"a229af7b-0fe9-48ca-a215-8ac089a6697e\",\"objectID\":\"course-a229af7b-0fe9-48ca-a215-8ac089a6697e\",\"productName\":\"Operations Management\",\"productSlug\":\"executive-education/university-of-cape-town-operations-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a229af7b-0fe9-48ca-a215-8ac089a6697e-dd4bda05773f.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a229af7b-0fe9-48ca-a215-8ac089a6697e-c25a9e094911.png\",\"fullDescription\":\"$c7\",\"shortDescription\":\"\u003cp\u003eDevelop the skills to navigate the operational challenges that exist in an evolving economy.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The ability to apply lean thinking to strategic operational planning and processes. The knowledge to improve overall efficiency, quality, and waste management. An understanding of business operation risk and how to avoid it. The confidence to pursue or grow your career, with a certificate of completion from UCT in hand. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.385Z\",\"created\":\"2025-04-07T19:36:28.674Z\",\"hash\":\"88a3e65119c07ab4a03c550ba2efaac7db778155024a2b9854208e1c79e0e057\",\"skills\":[\"Business Transformation\",\"Forecasting\",\"Industry 4.0\",\"Lean Manufacturing\",\"Management\",\"Manufacturing Processes\",\"Operations\",\"Operations Management\",\"Planning\",\"Quality Management\",\"Scheduling\",\"Supply Chain\",\"Transferable Skills Analysis\"],\"skillsData\":[{\"skill\":\"Transferable Skills Analysis\",\"category\":\"Human Resources\",\"subcategory\":\"Talent Management\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Manufacturing Processes\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Manufacturing Processes\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Industry 4.0\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Computer-Aided Manufacturing\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Quality Management\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Quality Assurance and Control\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Operations Management\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Lean Manufacturing\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Lean Manufacturing\"},{\"skill\":\"Business Transformation\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Scheduling\",\"category\":\"Administration\",\"subcategory\":\"Scheduling\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+OM+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a229af7b-0fe9-48ca-a215-8ac089a6697e-c25a9e094911.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-operations-management-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_operations-management\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1782086400,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516665,\"goLiveDate\":1780358400,\"modifiedDate\":1780394550},{\"id\":\"836538df-3767-4b72-9fa7-1c98365b6bc6\",\"productUuid\":\"aaee5823-5acf-4896-88b8-e4ea8abdf341\",\"objectID\":\"course-aaee5823-5acf-4896-88b8-e4ea8abdf341\",\"productName\":\"Advanced Project Management\",\"productSlug\":\"executive-education/university-of-cape-town-advanced-project-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/aaee5823-5acf-4896-88b8-e4ea8abdf341-cd6956ee8cb0.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/aaee5823-5acf-4896-88b8-e4ea8abdf341-705b84b42be5.png\",\"fullDescription\":\"$c8\",\"shortDescription\":\"\u003cp\u003eOne-liner: Move beyond foundational project management, and elevate your tactical and strategic skills.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:The skills to identify, define, and propose extensive project plans for suitable projects. The ability to evaluate project scope and develop a charter for a real-world scenario. A viable project plan defining stakeholder integration, cost, risk and time management agendas, as well as project quality communication. Unlimited access to 2U’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:38.652Z\",\"created\":\"2025-04-07T19:36:28.651Z\",\"hash\":\"d637de601bc34b5b90243d15b86d37d28c583224325e5447d3174a0fca5d63b9\",\"skills\":[\"Leadership\",\"Project Management\",\"Project Management Institute (PMI) Methodology\",\"Strategic Planning\"],\"skillsData\":[{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Strategic Planning\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":12,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":6,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+APM+1T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/aaee5823-5acf-4896-88b8-e4ea8abdf341-705b84b42be5.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-advanced-project-management-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_project-management\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516697,\"goLiveDate\":1780272000,\"modifiedDate\":1780308252},{\"id\":\"eaf1319c-55c2-48da-bc64-a89d98c00a63\",\"productUuid\":\"fe2f341e-493d-42c4-8d0d-0661b490c2cb\",\"objectID\":\"course-fe2f341e-493d-42c4-8d0d-0661b490c2cb\",\"productName\":\"Supply Chain Management\",\"productSlug\":\"executive-education/university-of-cape-town-supply-chain-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/fe2f341e-493d-42c4-8d0d-0661b490c2cb-f81cfe6c740d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fe2f341e-493d-42c4-8d0d-0661b490c2cb-8f989d62c6f3.png\",\"fullDescription\":\"$c9\",\"shortDescription\":\"\u003cp\u003eUnderstand effective supply chain management and how it drives competitive advantage.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:A thorough understanding of the four key organisational functions in the supply chain. Practical knowledge of warehouse performance, reverse logistics, investment recovery, transportation, and packaging. The ability to design an integrated supply chain plan and measure its performance. The confidence to move into or progress in a supply chain management role. Unlimited access to edX's Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.464Z\",\"created\":\"2025-04-07T19:36:28.658Z\",\"hash\":\"63a766df675db726e777dff98670a14747e347091976d622be4c0f9b136a4713\",\"skills\":[\"Blobs\",\"Change Management\",\"Customer Service\",\"Innovation\",\"Inventory Control\",\"Leadership\",\"Marketing\",\"Purchasing\",\"Ruby On Rails\",\"Sales\",\"Supply Chain\",\"Supply Chain Integration\",\"Supply Chain Management\"],\"skillsData\":[{\"skill\":\"Purchasing\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Procurement\"},{\"skill\":\"Inventory Control\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Inventory and Warehousing\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Ruby On Rails\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Supply Chain Integration\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Customer Service\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Supply Chain Management\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Blobs\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Change Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+SCM+1T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fe2f341e-493d-42c4-8d0d-0661b490c2cb-8f989d62c6f3.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-supply-chain-management-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_management\",\"category_supply-chain\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1781481600,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516775,\"goLiveDate\":1780358400,\"modifiedDate\":1780394932},{\"id\":\"30ecea84-4c66-401b-a8a6-b4a4d1d43e3f\",\"productUuid\":\"1e662d51-aca9-4e44-b2c4-8af7f18ed10c\",\"objectID\":\"course-1e662d51-aca9-4e44-b2c4-8af7f18ed10c\",\"productName\":\"Import, Export, and Logistics Management\",\"productSlug\":\"executive-education/university-of-cape-town-import-export-and-logistics-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/1e662d51-aca9-4e44-b2c4-8af7f18ed10c-21e46e37403d.jpg\",\"productType\":\"Executive Education\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Cape Town\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/1e662d51-aca9-4e44-b2c4-8af7f18ed10c-88d51dec7cf2.png\",\"fullDescription\":\"$ca\",\"shortDescription\":\"\u003cp\u003eDevelop your knowledge of the strategic and technical aspects of international trade.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eOn completion of this course, you’ll walk away with:A grounding in all major facets of international trade, including logistics, marketing, and financial risk management. An understanding of how laws and regulations impact the importing and exporting process. A step-by-step checklist that can be used to determine a business’s readiness for international trade. Practical knowledge delivered by industry consultants with years of on-the-ground experience. Unlimited access to edX’s Career Engagement Network, offering you exclusive resources and events to support your professional journey and drive your career forward.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCT\"],\"lastUpdated\":\"2026-06-02T13:55:32.302Z\",\"created\":\"2025-04-07T19:36:28.663Z\",\"hash\":\"4d0725c91a09937917ea238912baaa013c6dda9ab148497b234d67be14a0b3b3\",\"skills\":[\"Cultural Sensitivity\",\"International Trade\",\"Logistics Management\",\"Operations\",\"Operations Management\"],\"skillsData\":[{\"skill\":\"Operations Management\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"International Trade\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Cultural Sensitivity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"},{\"skill\":\"Logistics Management\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Logistics\"}],\"level\":\"Introductory\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":11,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":7,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2,\"productSource\":\"2u\",\"activeRunKey\":\"course-v1:UCT+IEM+2T2022a\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/1e662d51-aca9-4e44-b2c4-8af7f18ed10c-88d51dec7cf2.png\",\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Executive Education\",\"partner\":[\"University of Cape Town\"],\"externalUrl\":\"https://uct-online.getsmarter.com/presentations/lp/uct-import-and-export-management-short-course/\",\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"brand_capetown\",\"category_operations-management\",\"category_supply-chain\",\"location_south-africa\",\"vertical_executive-education\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1783900800,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647516757,\"goLiveDate\":1780358400,\"modifiedDate\":1780394863}]}]},{\"key\":\"$undefined\",\"productType\":\"Course\",\"categoryLabel\":\"Courses\",\"subcategories\":[{\"subcategoryLabel\":\"Featured\",\"productUuids\":[\"5f1c55b4-354e-4155-af4a-76450953e10d\",\"dd4f1858-ef10-495c-a621-9f0a44fb041a\",\"b41bf7b2-2a7e-4eff-915f-72a732b0e418\",\"c41c076c-4944-4974-ae73-cdba2f76f7ce\",\"da1b2400-322b-459b-97b0-0c557f05d017\",\"a693b822-2495-42f3-a24e-c2d0ea9095c0\",\"790a86f9-f133-4b57-becb-6e3fa9836b07\",\"95f61afe-f3d7-4782-8210-618e9080bada\",\"8ac6f7ff-0ff9-4894-a5f3-cc34fc5768fa\",\"6774d438-134f-4d20-95a2-ea763f59ff23\",\"6590d1e9-44ef-4fe0-ab6d-aad897004ff7\",\"f11c9289-596e-4c46-a9cb-318052f259ae\",\"2c9ed992-c007-4182-a9f4-7524b2029082\",\"20574fb6-99b9-44cf-afa5-473d8337c7a8\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"fa6a13ff-57d2-4c86-88bc-b7964bbff130\",\"productUuid\":\"5f1c55b4-354e-4155-af4a-76450953e10d\",\"objectID\":\"course-5f1c55b4-354e-4155-af4a-76450953e10d\",\"productName\":\"Supply Chain Design.\",\"productSlug\":\"learn/supply-chain-design/massachusetts-institute-of-technology-supply-chain-design\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/5f1c55b4-354e-4155-af4a-76450953e10d-7e2641a8e04e.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Engineering\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"$cb\",\"shortDescription\":\"\u003cp\u003eLearn how to design and optimize the physical, financial, and information flows of a supply chain to enhance business performance ​– part of the \u003cem\u003eMITx MicroMasters Credential in Supply Chain Management​\u003c/em\u003e.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eDesign and optimize supply chain networks by formulating and solving transportation, transshipment, facility location, and network design problems\u003c/li\u003e\\n\u003cli\u003eTranslate supply chain initiatives into financial language and metrics that resonate with C-suite executives and key stakeholders\u003c/li\u003e\\n\u003cli\u003eApply financial frameworks including Activity-Based Costing, Working Capital management, Cash-to-Cash cycle analysis, and Discounted Cash Flow Analysis to supply chain decisions\u003c/li\u003e\\n\u003cli\u003eDevelop effective supplier management strategies encompassing procurement processes, risk management, and contract negotiation\u003c/li\u003e\\n\u003cli\u003eCoordinate internal resources through production planning, bills of materials, and material requirements planning systems\u003c/li\u003e\\n\u003cli\u003eDesign better communication strategies, including Sales \u0026amp; Operations Planning and communication with customers\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-01T13:55:23.620Z\",\"created\":\"2025-04-07T19:36:28.616Z\",\"hash\":\"9ddad172c2a9f430f366591344332208100b5e2574d05569968da0e8163b13a5\",\"skills\":[\"Activity-Based Costing\",\"Benefits Enrollment Processes\",\"Bill Of Materials\",\"Business Strategies\",\"Demand Planning\",\"Design Elements And Principles\",\"Discounted Cash Flow\",\"Distribution Strategies\",\"Finance\",\"Material Requirements Planning\",\"Mathematical Modeling\",\"Network Planning And Design\",\"Operational Excellence\",\"Operations\",\"Organizational Architecture\",\"Performance Metric\",\"Planning\",\"Process Design\",\"Procurement\",\"Production Planning\",\"Sales\",\"Supplier Management\",\"Supply Chain\",\"Supply Chain Management\",\"Supply Chain Network\",\"Supply Chain Planning\",\"Working Capital\"],\"skillsData\":[{\"skill\":\"Benefits Enrollment Processes\",\"category\":\"Human Resources\",\"subcategory\":\"Compensation and Benefits\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Performance Metric\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Procurement\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Procurement\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Discounted Cash Flow\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Supply Chain Management\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Demand Planning\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Process Design\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Supply Chain Network\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Supply Chain Planning\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Material Requirements Planning\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Bill Of Materials\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"General Shipping and Receiving\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Activity-Based Costing\",\"category\":\"Finance\",\"subcategory\":\"Cost Accounting\"},{\"skill\":\"Working Capital\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Supplier Management\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supplier Management\"},{\"skill\":\"Operational Excellence\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Organizational Architecture\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Design Elements And Principles\",\"category\":\"Design\",\"subcategory\":\"Creative Design\"},{\"skill\":\"Network Planning And Design\",\"category\":\"Information Technology\",\"subcategory\":\"System Design and Implementation\"},{\"skill\":\"Production Planning\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Mathematical Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Distribution Strategies\",\"category\":\"Business\",\"subcategory\":\"Product Management\"}],\"level\":\"Advanced\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":13,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":3303,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:MITx+CTL.SC2x+3T2015\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"dr-chris-caplice\",\"james-blayney-rice-jr\",\"jarrod-goentzel\",\"yossi-sheffi\"],\"tags\":[\"logistics\",\"operations\",\"stardust-2019\",\"supply-chain\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":2,\"listPrice\":299,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568833860,\"goLiveDate\":1758168000,\"modifiedDate\":1762184186},{\"id\":\"e2debc58-9280-4ad1-846f-0b1ed2b28a53\",\"productUuid\":\"dd4f1858-ef10-495c-a621-9f0a44fb041a\",\"objectID\":\"course-dd4f1858-ef10-495c-a621-9f0a44fb041a\",\"productName\":\"Vector Search and Embeddings\",\"productSlug\":\"learn/computer-science/google-cloud-vector-search-and-embeddings\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/dd4f1858-ef10-495c-a621-9f0a44fb041a-a04b862a7611.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"\u003cp\u003eThis course introduces Vertex AI Vector Search and describes how it can be used to build a search application with large language model (LLM) APIs for embeddings. The course consists of conceptual lessons on vector search and text embeddings, practical demos on how to build vector search on Vertex AI, and a hands-on lab.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn how to build powerful search applications with LLM APIs for embeddings using Vertex AI Vector Search. Explore vector search concepts, watch practical demos, and apply your skills in a hands-on lab.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eRecognize the process, applications, and key technologies of vector search. \u003c/li\u003e\\n\u003cli\u003eDescribe embeddings and the LLM APIs used for embeddings. \u003c/li\u003e\\n\u003cli\u003eBuild a search engine by using Vertex AI Vector Search.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:33.049Z\",\"created\":\"2025-10-23T13:42:16.383Z\",\"hash\":\"42d5a530673d075d990a10654ee423b22e3d8d6cfc27480a1dc520048d88ee44\",\"skills\":[],\"skillsData\":[],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":324,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GoogleCloud+VSAEMB1x+3T2025\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"cloud-computing\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":30,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1751015447,\"goLiveDate\":1762120800,\"modifiedDate\":1779800317},{\"id\":\"6313c665-f20a-4bb5-b834-b7ef21e31dd0\",\"productUuid\":\"b41bf7b2-2a7e-4eff-915f-72a732b0e418\",\"objectID\":\"course-b41bf7b2-2a7e-4eff-915f-72a732b0e418\",\"productName\":\"Introduction to Image Generation\",\"productSlug\":\"learn/computer-science/google-cloud-introduction-to-image-generation\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b41bf7b2-2a7e-4eff-915f-72a732b0e418-ca989c8962e5.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"\u003cp\u003eThis course introduces diffusion models, a family of machine-learning models inspired by thermodynamics and used for image generation. You’ll learn the core theory behind how diffusion models work, explore real-world use cases, and understand recent advancements such as text-to-image generation. The course includes learnings on unconditioned diffusion models and how to train and deploy these models using Vertex AI.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn how diffusion models power modern image generation. Explore their thermodynamic foundations, real-world use cases, text-to-image advancements, and how to train and deploy models on Vertex AI.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eUnderstand how diffusion models work\u003c/li\u003e\\n\u003cli\u003eExamine real use-cases for diffusion models\u003c/li\u003e\\n\u003cli\u003eInvestigate unconditioned diffusion models\u003c/li\u003e\\n\u003cli\u003eExplore advancements in diffusion models (text-to-image)\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:32.878Z\",\"created\":\"2025-10-23T13:42:16.382Z\",\"hash\":\"bf2e17835dcf411f619258afa4856d53295c68f8a5eaa7e53999d70886452c0d\",\"skills\":[],\"skillsData\":[],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":552,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GoogleCloud+ITIREG1x+2T2025\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"cloud-computing\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":30,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1751015275,\"goLiveDate\":1762120800,\"modifiedDate\":1779800317},{\"id\":\"7bbb3d26-463a-4df4-97a5-d12990abcff3\",\"productUuid\":\"c41c076c-4944-4974-ae73-cdba2f76f7ce\",\"objectID\":\"course-c41c076c-4944-4974-ae73-cdba2f76f7ce\",\"productName\":\"Computing in Python III: Data Structures\",\"productSlug\":\"learn/python/the-georgia-institute-of-technology-computing-in-python-iii-data-structures\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/c41c076c-4944-4974-ae73-cdba2f76f7ce-d8c2243ca89a.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"The Georgia Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"fullDescription\":\"$cc\",\"shortDescription\":\"\u003cp\u003eLearn more complex ways of handling data, including files, lists, and dictionaries for building complex programs.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eStrings, including advanced string methods.\u003c/li\u003e\\n\u003cli\u003eTuples and lists, including multi-dimensional lists.\u003c/li\u003e\\n\u003cli\u003eFile input and output, including multiple modes for file access.\u003c/li\u003e\\n\u003cli\u003eDictionaries, including replicating object-oriented reasoning using dictionaries.\u003c/li\u003e\\n\u003cli\u003eUsing control structures with data structures, such as looping over lists or error handling with files.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GTx\"],\"lastUpdated\":\"2026-06-02T13:55:39.167Z\",\"created\":\"2025-04-07T19:36:28.522Z\",\"hash\":\"0400060ef35299c5fe29720fd89e7dca20db238743447ecf17098e9fbdc2bf1c\",\"skills\":[\"Data Structures\",\"Object-Oriented Programming (OOP)\",\"Python (Programming Language)\"],\"skillsData\":[{\"skill\":\"Object-Oriented Programming (OOP)\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Data Structures\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":9,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":1246,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GTx+CS1301xIII+1T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The Georgia Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"david-joyner\"],\"tags\":[\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":189,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1571291056,\"goLiveDate\":1682913600,\"modifiedDate\":1776281354},{\"id\":\"5eb6f663-0c9e-4483-8a18-06c5e0ac34fe\",\"productUuid\":\"da1b2400-322b-459b-97b0-0c557f05d017\",\"objectID\":\"course-da1b2400-322b-459b-97b0-0c557f05d017\",\"productName\":\"CS50's Introduction to Computer Science\",\"productSlug\":\"learn/computer-science/harvard-university-cs50-s-introduction-to-computer-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/da1b2400-322b-459b-97b0-0c557f05d017-a3d1899c3344.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\",\"Engineering\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$cd\",\"shortDescription\":\"\u003cp\u003eAn introduction to the intellectual enterprises of computer science and the art of programming.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eA broad and robust understanding of computer science and programming\u003c/li\u003e\\n\u003cli\u003eHow to think algorithmically and solve programming problems efficiently\u003c/li\u003e\\n\u003cli\u003eConcepts like abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development\u003c/li\u003e\\n\u003cli\u003eFamiliarity in a number of languages, including C, Python, SQL, and JavaScript plus CSS and HTML\u003c/li\u003e\\n\u003cli\u003eHow to engage with a vibrant community of like-minded learners from all levels of experience\u003c/li\u003e\\n\u003cli\u003eHow to develop and present a final programming project to your peers\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.553Z\",\"created\":\"2025-04-07T19:36:28.691Z\",\"hash\":\"0e920e213e142fea44943d641aa357d637fb50fe24e9cf26934d85fbfbdefbbd\",\"skills\":[\"Algorithms\",\"C (Programming Language)\",\"Cascading Style Sheets (CSS)\",\"Computer Science\",\"Cryptography\",\"Data Structures\",\"Finance\",\"Forensic Sciences\",\"HyperText Markup Language (HTML)\",\"JavaScript (Programming Language)\",\"Python (Programming Language)\",\"Resource Management\",\"SQL (Programming Language)\",\"Security Software\"],\"skillsData\":[{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Resource Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"C (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"C and C++\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Cryptography\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Data Structures\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Cascading Style Sheets (CSS)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Security Software\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"JavaScript (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"JavaScript and jQuery\"},{\"skill\":\"HyperText Markup Language (HTML)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Forensic Sciences\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Criminal Investigation and Forensics\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":12,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":18,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":240609,\"productSource\":\"edX\",\"activeRunKey\":\"HarvardX/CS50x/2014_T1\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"brian-yu\",\"david-j-malan\",\"doug-lloyd\"],\"tags\":[\"c\",\"c-programming\",\"computer-programming\",\"partner\",\"python\",\"sql\",\"stardust-2019\",\"web-development\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":219,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211491,\"goLiveDate\":null,\"modifiedDate\":1732631699},{\"id\":\"323eeb45-cf7e-49d3-a927-98658aff460b\",\"productUuid\":\"a693b822-2495-42f3-a24e-c2d0ea9095c0\",\"objectID\":\"course-a693b822-2495-42f3-a24e-c2d0ea9095c0\",\"productName\":\"Foundations of Generative AI\",\"productSlug\":\"learn/artificial-intelligence/the-georgia-institute-of-technology-introduction-to-genai\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a693b822-2495-42f3-a24e-c2d0ea9095c0-1fd709f6413d.png\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"The Georgia Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"fullDescription\":\"$ce\",\"shortDescription\":\"\u003cp\u003eLearn the foundations of generative AI — how it works, why it matters, and how to move beyond basic use into practical integration through our artificial intelligence online course.\u003c/p\u003e\\n\u003cp\u003eThis course provides an accessible but comprehensive introduction to the world of generative artificial intelligence. Organized into ten modules, it takes you on a journey from the earliest ideas of artificial intelligence to the state‑of‑the‑art techniques that power today’s most advanced generative systems.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eThe historical evolution of AI, including classical, statistical, and generative paradigms.\u003c/li\u003e\\n\u003cli\u003eThe fundamental principles behind generative models and how they produce new content.\u003c/li\u003e\\n\u003cli\u003eKey technical concepts such as tokens, context windows, loss functions, and probability distributions.\u003c/li\u003e\\n\u003cli\u003eThe role of different neural network architectures, including feedforward, convolutional, recurrent, and transformer models.\u003c/li\u003e\\n\u003cli\u003eHow attention mechanisms enable long‑range dependencies in text and image generation.\u003c/li\u003e\\n\u003cli\u003eThe processes of training large models, fine‑tuning them for specific tasks, and aligning their behavior with human goals.\u003c/li\u003e\\n\u003cli\u003eThe practical significance of generative AI across domains such as business, education, software, and creative industries.\u003c/li\u003e\\n\u003cli\u003eThe strengths, limitations, and ethical considerations of generative AI systems.\u003c/li\u003e\\n\u003cli\u003eA hands‑on perspective on how to experiment with AI tools responsibly, adopting a “home‑mechanic” mindset.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GTx\"],\"lastUpdated\":\"2026-06-02T13:55:39.360Z\",\"created\":\"2025-10-07T19:37:02.791Z\",\"hash\":\"7c731f0bc79e93e975b45e6cb1a33ae3a6fac0da9a83ad0dc83a467d340e1e40\",\"skills\":[\"Artificial Intelligence\",\"Artificial Neural Networks\",\"Business Software\",\"Curiosity\",\"Forecasting\",\"Innovation\",\"Machine Learning\",\"Mechanics\",\"Statistical Methods\"],\"skillsData\":[{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Business Software\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Curiosity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Statistical Methods\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Mechanics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":3,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1639,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GTx+GENAI101x+3T2025\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The Georgia Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"david-joyner\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":90,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1755017825,\"goLiveDate\":1760530096,\"modifiedDate\":1776281367},{\"id\":\"cd1a20a3-b1ca-4779-a2a0-b0bba7ee5510\",\"productUuid\":\"790a86f9-f133-4b57-becb-6e3fa9836b07\",\"objectID\":\"course-790a86f9-f133-4b57-becb-6e3fa9836b07\",\"productName\":\"Manage Functions and Reporting with CCAIP\",\"productSlug\":\"learn/computer-science/google-cloud-manage-functions-and-reporting-with-ccaip\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/790a86f9-f133-4b57-becb-6e3fa9836b07-a23a9134d3f9.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"\u003cp\u003eManage Functions and Reporting with CCAI Platform provides end-users with essential training about the core features, functionality, monitoring, reporting, and configuration information that is most relevant to the role. This course is most appropriate for those at the managerial level of the contact center who are tasked with monitoring the effectiveness, efficiency, and KPI attainment for all consumer interactions. While this program will review some aspects of settings and configuration options, the major focus is on reporting functionality in CCAI Platform.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eEnhance your contact-center management skills by learning to monitor, manage, and report on performance with CCAI Platform. Gain expertise in tracking KPIs, assessing efficiency, and using reporting tools effectively.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eMonitor and analyze the performance of your assigned team(s).\u003c/li\u003e\\n\u003cli\u003eShift contact center resources to fully meet the demands of customers, seasonality, and staffing dependencies.\u003c/li\u003e\\n\u003cli\u003eMonitor progress and coach agents through various agent management challenges.\u003c/li\u003e\\n\u003cli\u003eEnsure agents are following the contact center’s policies.\u003c/li\u003e\\n\u003cli\u003eConfigure the contact center to support onboarding agents on your teams and challenge those who are seasoned veterans.\u003c/li\u003e\\n\u003cli\u003eAnalyze if a contact center is meeting SLA metrics, overarching performance expectations, and KPIs.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:40.535Z\",\"created\":\"2025-10-23T13:42:16.382Z\",\"hash\":\"a51b8402cf16df5b8b2ed369dbc68739a5e6aaf35e42229f0e9f83b780419ab6\",\"skills\":[],\"skillsData\":[],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":102,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GoogleCloud+MFRCCA1x+3T2025\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"cloud-computing\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":30,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1751015318,\"goLiveDate\":1762120800,\"modifiedDate\":1779800317},{\"id\":\"c13ee9fa-57be-4644-a679-9d6f6c9ab49c\",\"productUuid\":\"95f61afe-f3d7-4782-8210-618e9080bada\",\"objectID\":\"course-95f61afe-f3d7-4782-8210-618e9080bada\",\"productName\":\"Unlocking Investment and Finance in Emerging Markets and Developing Economies (EMDEs)\",\"productSlug\":\"learn/finance/world-bank-group-unlocking-investment-and-finance-in-emerging-markets-and-developing-economies-emdes\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/95f61afe-f3d7-4782-8210-618e9080bada-193ed45f47d8.jpg\",\"productType\":\"Course\",\"attributes\":[\"Economics \u0026 Finance\",\"Social Sciences\"],\"partnerName\":\"World Bank Group\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/3ca455dc-4c90-4097-9203-d647e3e70771-af804add6293.png\",\"fullDescription\":\"\u003cp\u003eBack by popular demand, join the 49,000 participants from 198 countries and territories who signed up for the first two editions of this course delivered by the World Bank Group. \u003c/p\u003e\\r\\n\u003cp\u003eThis course assesses how to unlock investment and finance of all kinds – international, domestic, public and private - including the $100 trillion in assets under management by institutional investors globally, to achieve the SDGs by 2030. Progress to date will be reviewed and participants will be invited to discuss additional actions needed to accelerate investments and finance in EMDEs.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eTo achieve the Sustainable Development Goals (SDGs) by 2030, an estimated $4.5 trillion per year in additional investment and finance in EMDEs will need to be mobilized. This free online course assesses global efforts and innovations by international investors, multilateral development banks and policymakers to unlock massive investment opportunities in EMDEs, while also tackling some of the world’s most pressing development challenges of our time.\u003c/p\u003e\",\"productOverview\":\"$cf\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"WBGx\"],\"lastUpdated\":\"2026-06-02T13:55:38.071Z\",\"created\":\"2025-04-07T19:36:28.584Z\",\"hash\":\"9b26d009d1f06f96c354ef6e0b38a9209316bb990d9479dd57e22317f5e25ebd\",\"skills\":[\"Finance\",\"Institutional Investing\",\"Investments\",\"Sustainable Development\"],\"skillsData\":[{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Institutional Investing\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2034,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:WBGx+EMDE01x+1T2019\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"World Bank Group\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"demet-cabbar-2\",\"desire-musharitse\",\"ian-macdonald-2\",\"julius-gwyer-2\",\"sander-glas-2\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":5,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1572060449,\"goLiveDate\":null,\"modifiedDate\":1731962151},{\"id\":\"18634df0-125e-479a-aafb-6dd699942d60\",\"productUuid\":\"8ac6f7ff-0ff9-4894-a5f3-cc34fc5768fa\",\"objectID\":\"course-8ac6f7ff-0ff9-4894-a5f3-cc34fc5768fa\",\"productName\":\"Introduction to Web Accessibility\",\"productSlug\":\"learn/web-accessibility/the-world-wide-web-consortium-w3c-introduction-to-web-accessibility\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/8ac6f7ff-0ff9-4894-a5f3-cc34fc5768fa-8357c71f5fa0.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"The World Wide Web Consortium (W3C)\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/e3c306a5-f985-4c36-a157-a947aec040e8-429240b2f3d8.png\",\"fullDescription\":\"$d0\",\"shortDescription\":\"\u003cp\u003eGet a strong foundation in digital accessibility to make your websites and apps work well for people with disabilities, meet international standards, and provide a better user experience for everyone.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003e• What accessibility means, and how it’s essential for some people and useful for all \u003cbr /\u003e\\n• The scope of web accessibility, and how it applies to a wide range of people and situations \u003cbr /\u003e\\n• The business case, including how accessibility can expand market reach, demonstrate social responsibility, drive innovation, and minimize legal risk \u003cbr /\u003e\\n• The W3C Web Content Accessibility Guidelines (WCAG) and other international standards for accessibility \u003cbr /\u003e\\n• The principles of accessibility: Perceivable, Operable, Understandable, and Robust (POUR) \u003cbr /\u003e\\n• How you can check web pages for some basic accessibility issues and improve accessibility \u003cbr /\u003e\\n• Approaches for planning managing accessibility in your project and in your organization \u003cbr /\u003e\\n• Where to find W3C resources for developers and designers to implement accessibility\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"W3Cx\"],\"lastUpdated\":\"2026-06-02T13:55:35.980Z\",\"created\":\"2025-04-07T19:36:28.579Z\",\"hash\":\"0e548aeb719000bde07ee56cb60cfdcc6539af87c02bac63ded6aaeec8608236\",\"skills\":[\"Assistive Technology\",\"Cooperation\",\"Information Technology\",\"International Standards\",\"Rich Internet Application\",\"User Experience (UX)\",\"Web Accessibility\",\"Web Accessibility Initiative\",\"Web Content Accessibility Guidelines\"],\"skillsData\":[{\"skill\":\"Information Technology\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Cooperation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"},{\"skill\":\"Rich Internet Application\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"User Experience (UX)\",\"category\":\"Design\",\"subcategory\":\"User Interface and User Experience (UI/UX) Design\"},{\"skill\":\"Assistive Technology\",\"category\":\"Health Care\",\"subcategory\":\"Medical Equipment and Technology\"},{\"skill\":\"Web Accessibility\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"International Standards\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Web Content Accessibility Guidelines\",\"category\":\"Information Technology\",\"subcategory\":\"Web Content\"},{\"skill\":\"Web Accessibility Initiative\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":5734,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:W3Cx+WAI0.1x+3T2019\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The World Wide Web Consortium (W3C)\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Russian\"],\"transcriptionLanguages\":[]},\"staff\":[\"andrew-arch\",\"anthony-vasquez\",\"carie-fisher-2\",\"henny-swan-2\",\"makoto-ueki\",\"sarah-pulis\",\"shawn-henry\",\"vivienne-conway\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1570828252,\"goLiveDate\":1575331200,\"modifiedDate\":1770316615},{\"id\":\"3d15c585-044f-4a02-bcf1-4816a9ca7bfb\",\"productUuid\":\"6774d438-134f-4d20-95a2-ea763f59ff23\",\"objectID\":\"course-6774d438-134f-4d20-95a2-ea763f59ff23\",\"productName\":\"Exercising Leadership: Foundational Principles\",\"productSlug\":\"learn/leadership/harvard-university-exercising-leadership-foundational-principles\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/6774d438-134f-4d20-95a2-ea763f59ff23-985bdf6b8a01.png\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Communication\",\"Philosophy \u0026 Ethics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"\u003cp\u003eThe crises of our time generate enormous adaptive challenges for our families, organizations, communities, and societies. The need for leadership that can mobilize people to meet these challenges and improve life is critical.\u003c/p\u003e\\n\u003cp\u003eIn this introductory course, you will explore strategies for leading in a changing world where adaptive pressures will continue to challenge all of us. You will discover new ways to approach complex organizational systems and take thoughtful action on the work we all face ahead. Most importantly, you will reflect on how to move forward on the leadership challenges you care about most.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eMobilize people to tackle tough problems and build the capacity to thrive through the dangers of change\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eIn this short introductory course, you will discover a diagnostic-and-action process for exercising leadership that explores the following foundational principles and strategies:\u003c/p\u003e\\n\u003cul\u003e\\n\u003cli\u003eHow to identify and unbundle complex challenges\u003c/li\u003e\\n\u003cli\u003eHow to understand the role of formal and informal authority\u003c/li\u003e\\n\u003cli\u003eHow to identify the key perspectives of stakeholders\u003c/li\u003e\\n\u003cli\u003eHow to build and renew trust relationships\u003c/li\u003e\\n\u003cli\u003eHow to approach conflict\u003c/li\u003e\\n\u003cli\u003eHow to implement personal strategies for surviving and thriving amidst change\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:34.234Z\",\"created\":\"2025-04-07T19:36:28.692Z\",\"hash\":\"23c17098dc0ab71cc97d73c8cf7d4181dbd9f20b286e23d103bb299a2f0b1ede\",\"skills\":[\"Leadership\"],\"skillsData\":[{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":41187,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+LEAD1x+1T2020a\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"ronald-heifetz-4\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211853,\"goLiveDate\":1745985600,\"modifiedDate\":1773095238},{\"id\":\"297505da-9d8c-4980-8bfe-e937a8f93f42\",\"productUuid\":\"6590d1e9-44ef-4fe0-ab6d-aad897004ff7\",\"objectID\":\"course-6590d1e9-44ef-4fe0-ab6d-aad897004ff7\",\"productName\":\"Supply Chain Design\",\"productSlug\":\"learn/supply-chain-design/logyca-supply-chain-design\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/6590d1e9-44ef-4fe0-ab6d-aad897004ff7-59f9f34110ca.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Economics \u0026 Finance\"],\"partnerName\":\"LOGYCA\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/f35f3d73-e1f1-42fa-88af-8637276d3281-3f3ddfe2630f.png\",\"fullDescription\":\"\u003cp\u003e\u003cspan lang=\\\"EN-US\\\"\u003eCompetitivity, time saving, and the increase of profit have become the main concern to micro, small and medium companies (SMEs) in Latin America in order to stay current in their markets.\u003c/span\u003e\u003cspan lang=\\\"EN-US\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003eHave you ever wondered how the supply chain is designed? This course will provide all the tools you need to do it successfully.\u003cspan lang=\\\"EN-US\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003eEven though logistics may seem like a complex process which only applies to large companies, actually micro and small companies use these processes on their day to day operations. They simply need to be organized, acknowledged and articulated to get the most out of them.\u003cspan lang=\\\"EN-US\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003eWith this online course you will learn about basic concepts necessary for the articulation of logistical processes with operational efficiency, through the design and planning of sales, marketing and operations.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003e\u003cspan lang=\\\"EN-US\\\"\u003eOn this online course you will learn how to design your value proposition and get to know the actors involved in all strategic, tactical and operational processes of the supply chain through organizational planning tools.\u003c/span\u003e\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\u003cspan lang=\\\"EN-US\\\"\u003eIdentify the basic concepts necessary to formalize a micro and small company and understand planning as a tool for strategic management. \u003c/span\u003e\u003c/li\u003e\\n\u003cli\u003e\u003cspan lang=\\\"EN-US\\\"\u003eIdentify the main concepts of logistics as well as the basic processes to articulate it with the processes in your company.\u003c/span\u003e\u003c/li\u003e\\n\u003cli\u003e\u003cspan lang=\\\"EN-US\\\"\u003eGetting to know the actors involved in the operation flow in order to understand their importance in the value network\u003c/span\u003e\u003c/li\u003e\\n\u003cli\u003e\u003cspan lang=\\\"EN-US\\\"\u003eLearn about trends in logistics and in the market and relate them to good practices in your business.\u003c/span\u003e\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"logycaX\"],\"lastUpdated\":\"2026-06-02T13:55:37.418Z\",\"created\":\"2025-04-07T19:36:28.674Z\",\"hash\":\"0ba992e3db2fa5f3215f79093a6c56fa458e053863b871483095ad87d54d3ece\",\"skills\":[\"Marketing\",\"Operational Efficiency\",\"Operations\",\"Planning\",\"Sales\",\"Supply Chain\",\"Supply Chain Planning\",\"Value Propositions\"],\"skillsData\":[{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Value Propositions\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Supply Chain Planning\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Operational Efficiency\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":177,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:logycaX+SCD_01+1T2021\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"LOGYCA\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"maria-camila-reinoso-galvez\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":25,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1614959652,\"goLiveDate\":1681959600,\"modifiedDate\":1779133525},{\"id\":\"5fd03254-4977-43c3-9028-956d9c03ba51\",\"productUuid\":\"f11c9289-596e-4c46-a9cb-318052f259ae\",\"objectID\":\"course-f11c9289-596e-4c46-a9cb-318052f259ae\",\"productName\":\"AI for Everyone: Master the Basics\",\"productSlug\":\"learn/artificial-intelligence/ibm-ai-for-everyone-master-the-basics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/f11c9289-596e-4c46-a9cb-318052f259ae-0b7656599f64.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"$d1\",\"shortDescription\":\"\u003cp\u003eLearn what Artificial Intelligence (AI) is by understanding its applications and key concepts including machine learning, deep learning and neural networks.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eUnderstand what is AI, its applications and use cases and how it is transforming our lives\u003c/li\u003e\\n\u003cli\u003eExplain terms like Machine Learning, Deep Learning, and Neural Networks\u003c/li\u003e\\n\u003cli\u003eDescribe several issues and ethical concerns surrounding AI\u003c/li\u003e\\n\u003cli\u003eArticulate advice from experts about learning and starting a career in AI\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:36.716Z\",\"created\":\"2025-04-07T19:36:28.695Z\",\"hash\":\"e324929a8786f0e6e80ba840e26748bd6443b099435c7f281ab0b4267cce4aaa\",\"skills\":[\"Artificial Intelligence\",\"Artificial Neural Networks\",\"Computer Science\",\"Deep Learning\",\"Machine Learning\"],\"skillsData\":[{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":28710,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:IBM+AI0101EN+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"rav-ahuja\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1575500348,\"goLiveDate\":1733288400,\"modifiedDate\":1753452963},{\"id\":\"85b53c1e-b949-4037-a305-8d654e21eb14\",\"productUuid\":\"2c9ed992-c007-4182-a9f4-7524b2029082\",\"objectID\":\"course-2c9ed992-c007-4182-a9f4-7524b2029082\",\"productName\":\"PredictionX: Omens, Oracles \u0026 Prophecies\",\"productSlug\":\"learn/social-science/harvard-university-predictionx-omens-oracles-prophecies\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/2c9ed992-c007-4182-a9f4-7524b2029082-db78cc614b72.jpg\",\"productType\":\"Course\",\"attributes\":[\"History\",\"Science\",\"Social Sciences\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$d2\",\"shortDescription\":\"\u003cp\u003eThis course is an overview of divination systems, ranging from ancient Chinese bone burning to modern astrology.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eA variety of methods from across cultures and history for divining the future.\u003c/li\u003e\\n\u003cli\u003eA common framework that describes human attempts to predict the future.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.375Z\",\"created\":\"2025-04-07T19:36:28.310Z\",\"hash\":\"9939a2854ad8b854e1a52022513e166bbfdd4d81e5c486593928d0b10a5c9530\",\"skills\":[\"Computer Simulation\",\"Forecasting\",\"Futures Exchange\"],\"skillsData\":[{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Computer Simulation\",\"category\":\"Engineering\",\"subcategory\":\"Simulation and Simulation Software\"},{\"skill\":\"Futures Exchange\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":21619,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+SOC1.practx+1T2017\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"alyssa-goodman\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211604,\"goLiveDate\":1579669200,\"modifiedDate\":1732176584},{\"id\":\"d8572ac7-2253-49e9-bde8-77fc79007fdf\",\"productUuid\":\"20574fb6-99b9-44cf-afa5-473d8337c7a8\",\"objectID\":\"course-20574fb6-99b9-44cf-afa5-473d8337c7a8\",\"productName\":\"Human Anatomy: Musculoskeletal Cases\",\"productSlug\":\"learn/human-anatomy/harvard-university-human-anatomy-musculoskeletal-cases\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/20574fb6-99b9-44cf-afa5-473d8337c7a8-c1588ba86fbd.jpg\",\"productType\":\"Course\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Health \u0026 Safety\",\"Medicine\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$d3\",\"shortDescription\":\"\u003cp\u003eLearn the anatomy basic to understanding five musculoskeletal injuries commonly seen in primary care medicine and orthopedic clinical specialty practice. Follow hypothetical patients from injury to operating room.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eFundamentals of musculoskeletal anatomy\u003c/li\u003e\\n\u003cli\u003eBasics concepts and procedures of radiology\u003c/li\u003e\\n\u003cli\u003eAnatomical structures related to five common injuries\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.140Z\",\"created\":\"2025-04-07T19:36:28.679Z\",\"hash\":\"8393773d93463ffa5e7ad5e72fe543dcfc01610e9060958a8106c0bf29894cf7\",\"skills\":[\"Anatomy\",\"Clinical Practices\",\"Dentistry\",\"Differential Diagnosis\",\"Dissection\",\"Histology\",\"Human Musculoskeletal System\",\"Musculoskeletal Injuries\",\"Operating Room (OR)\",\"Orthopedic Surgery\",\"Orthopedics\",\"Primary Care\",\"Radiology\"],\"skillsData\":[{\"skill\":\"Musculoskeletal Injuries\",\"category\":\"Health Care\",\"subcategory\":\"Orthopedics\"},{\"skill\":\"Orthopedic Surgery\",\"category\":\"Health Care\",\"subcategory\":\"Orthopedics\"},{\"skill\":\"Primary Care\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Histology\",\"category\":\"Health Care\",\"subcategory\":\"Pathology\"},{\"skill\":\"Orthopedics\",\"category\":\"Health Care\",\"subcategory\":\"Orthopedics\"},{\"skill\":\"Clinical Practices\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Procedure and Regulation\"},{\"skill\":\"Dissection\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"},{\"skill\":\"Human Musculoskeletal System\",\"category\":\"Health Care\",\"subcategory\":\"Orthopedics\"},{\"skill\":\"Operating Room (OR)\",\"category\":\"Health Care\",\"subcategory\":\"Surgery\"},{\"skill\":\"Anatomy\",\"category\":\"Science and Research\",\"subcategory\":\"Medical Science and Research\"},{\"skill\":\"Dentistry\",\"category\":\"Health Care\",\"subcategory\":\"Oral and Dental Care\"},{\"skill\":\"Radiology\",\"category\":\"Health Care\",\"subcategory\":\"General Medical Tests and Procedures\"},{\"skill\":\"Differential Diagnosis\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":16713,\"productSource\":\"edX\",\"activeRunKey\":\"HarvardX/AT1x/2T2014\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"alexander-bick\",\"michael-parker\",\"trudy-van-houten\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1568211708,\"goLiveDate\":1747800000,\"modifiedDate\":1778781848}]},{\"subcategoryLabel\":\"Computer Science\",\"productUuids\":[\"b41bf7b2-2a7e-4eff-915f-72a732b0e418\",\"a693b822-2495-42f3-a24e-c2d0ea9095c0\",\"dd4f1858-ef10-495c-a621-9f0a44fb041a\",\"da1b2400-322b-459b-97b0-0c557f05d017\",\"ca7f2448-cdb7-48e0-88f7-4d7743cfc0d7\",\"f11c9289-596e-4c46-a9cb-318052f259ae\",\"063a76a8-ab8e-4c48-8126-49aa81373f3a\",\"2d5b1959-d856-4a35-8aa4-c6cb67b233a9\",\"e540320a-f125-4021-8f1c-9cbc84c96d87\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:1:subcategories:0:products:2\",\"$47:props:categories:1:subcategories:0:products:5\",\"$47:props:categories:1:subcategories:0:products:1\",\"$47:props:categories:1:subcategories:0:products:4\",{\"id\":\"712ec5b0-1852-4f04-acab-a4d324603d1a\",\"productUuid\":\"ca7f2448-cdb7-48e0-88f7-4d7743cfc0d7\",\"objectID\":\"course-ca7f2448-cdb7-48e0-88f7-4d7743cfc0d7\",\"productName\":\"Configure and Maintain CCAIP as an Admin\",\"productSlug\":\"learn/computer-science/google-cloud-configure-and-maintain-ccaip-as-an-admin\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ca7f2448-cdb7-48e0-88f7-4d7743cfc0d7-796a38e15b97.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"\u003cp\u003eConfigure and Maintain CCAIP as an Admin is a course that provides end users with essential learning about the core features, functionality, reporting, and configuration information most relevant to the role. This course is most appropriate for those who perform administrative functions to support the operation of the contact center as well as analyze, troubleshoot, and configure the platform to best meet the demands of customers. While this program will review some monitoring and reporting aspects, those topics are explored in depth in the course titled, “Managing Functions and Reporting with CCAIP.”\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eBolster your contact-center administration skills by learning to navigate, configure, and maintain CCAI Platform as an admin. Build the skills to troubleshoot, analyze, and tailor platform settings to support efficient, customer-focused operations.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eSet up, configure, adjust, and maintain the CCAI Platform to maximize the impact of the organization’s contact center.\u003c/li\u003e\\n\u003cli\u003eMaintain the initial configuration of CCAIP’s features and functionality to fully meet the demands of consumers, seasonality, and staffing dependencies, including how to make adjustments post-implementation.\u003c/li\u003e\\n\u003cli\u003eDetermine routing paths, channel configurations, agent and team assignments, and more to leverage all of CCAIP's capabilities for total contact center efficiency, optimization, and improved customer experience.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:40.110Z\",\"created\":\"2025-10-23T13:42:16.376Z\",\"hash\":\"08617457454d921f62511b5a270fc675aa2d425a9323d8795fc0eba471de6fe1\",\"skills\":[],\"skillsData\":[],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":43,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GoogleCloud+CAMCAAA1x+2T2025\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[\"cloud-computing\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":30,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1751015079,\"goLiveDate\":1762120800,\"modifiedDate\":1779800317},\"$47:props:categories:1:subcategories:0:products:11\",{\"id\":\"a82035bb-5e6f-4e4b-a7ea-dcfe9aedd2c9\",\"productUuid\":\"063a76a8-ab8e-4c48-8126-49aa81373f3a\",\"objectID\":\"course-063a76a8-ab8e-4c48-8126-49aa81373f3a\",\"productName\":\"Use AI for Everyday Tasks\",\"productSlug\":\"learn/computer-science/microsoft-use-ai-for-everyday-tasks\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/063a76a8-ab8e-4c48-8126-49aa81373f3a-a55128711307.png\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Microsoft\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/896bbb25-cf7e-4f80-8ac1-477199c305ef-0a7d5b6c30e9.png\",\"fullDescription\":\"$d4\",\"shortDescription\":\"\u003cp\u003eThis course covers basics, use cases, and responsible use of AI. Learn prompting, try examples in Copilot, and personalize prompts. Explore resources, tools, and test your knowledge in using AI for Everyday Tasks.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eIntroduction and setup\u003c/li\u003e\\n\u003cli\u003eUnderstand the basics of generative AI (includes LLMs \u0026amp; NLPs)\u003c/li\u003e\\n\u003cli\u003eExplore everyday use cases (Smart assistant to help with everyday tasks)\u003c/li\u003e\\n\u003cli\u003eExplore AI agents\u003c/li\u003e\\n\u003cli\u003eUse AI responsibly and effectively \u003c/li\u003e\\n\u003cli\u003eUnderstand prompting basics \u003c/li\u003e\\n\u003cli\u003eIdentify easy opportunities to try AI\u003c/li\u003e\\n\u003cli\u003eTry sample prompts in Copilot (e.g., draft an email, develop a study plan, create a podcast)\u003c/li\u003e\\n\u003cli\u003eCommit to your daily experiment: Build a microhabitat, one prompt you’ll try every day and iterate as needed\u003c/li\u003e\\n\u003cli\u003eUse Copilot to personalize fill-in-the-blank prompts with goals/timelines/topics/specifics\u003c/li\u003e\\n\u003cli\u003eUse Think Deeper to expand on the prompt results\u003c/li\u003e\\n\u003cli\u003eIdentify useful prompting resources (e.g., Copilot Prompt Gallery, Do More with AI | Microsoft Copilot, Copilot Scenario library)\u003c/li\u003e\\n\u003cli\u003eUse different AI tools to prompt and build on results (flows) using walkthrough examples\u003c/li\u003e\\n\u003cli\u003eCheck your knowledge *\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Microsoft\"],\"lastUpdated\":\"2026-06-02T13:55:38.407Z\",\"created\":\"2025-04-07T19:36:28.658Z\",\"hash\":\"e929ea8ea7849b2051b234c390bfc2878caa2ce9f61b185d131edd7fe362f3b8\",\"skills\":[],\"skillsData\":[],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1116,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:Microsoft+UAIFET+1T2025\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Microsoft\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":30,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1742414251,\"goLiveDate\":1742875200,\"modifiedDate\":1771855389},{\"id\":\"6691b28d-834b-4e65-afa4-77880d69d4d9\",\"productUuid\":\"2d5b1959-d856-4a35-8aa4-c6cb67b233a9\",\"objectID\":\"course-2d5b1959-d856-4a35-8aa4-c6cb67b233a9\",\"productName\":\"Introduction to Generative AI\",\"productSlug\":\"learn/computer-science/ibm-introduction-to-generative-ai\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/2d5b1959-d856-4a35-8aa4-c6cb67b233a9-ab02091a5368.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"$d5\",\"shortDescription\":\"\u003cp\u003eIn this course, you will learn about the fundamentals of generative AI. You will explore the capabilities and applications of generative AI across different domains. You will explore the capabilities and features of common generative AI models and tools.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eDescribe generative AI and distinguish it from discriminative AI. \u003c/li\u003e\\n\u003cli\u003eDescribe the capabilities of generative AI and its use cases in the real world.\u003c/li\u003e\\n\u003cli\u003eIdentify the applications of generative AI in different sectors and industries.\u003c/li\u003e\\n\u003cli\u003eExplore common generative AI models and tools for text, code, image, audio, and video generation.\u003c/li\u003e\\n\u003cli\u003eDemonstrate the use cases of generative AI for text, image, and code generation.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:35.965Z\",\"created\":\"2025-04-07T19:36:28.696Z\",\"hash\":\"1b38f82e60070fd456813a5c7ac7fd58037475f6356ab290faf443eed23e4c3e\",\"skills\":[\"Artificial Intelligence\"],\"skillsData\":[{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":3,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":3538,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:IBM+AI0121EN+3T2023\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"rav-ahuja\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":49,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1699549813,\"goLiveDate\":1700197200,\"modifiedDate\":1753452974},{\"id\":\"8b08bd38-54ae-4441-bf29-a3f36387da51\",\"productUuid\":\"e540320a-f125-4021-8f1c-9cbc84c96d87\",\"objectID\":\"course-e540320a-f125-4021-8f1c-9cbc84c96d87\",\"productName\":\"Computing in Python I: Fundamentals and Procedural Programming\",\"productSlug\":\"learn/python/the-georgia-institute-of-technology-computing-in-python-i-fundamentals-and-procedural-programming\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/e540320a-f125-4021-8f1c-9cbc84c96d87-cd703d5892ba.jpg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"The Georgia Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"fullDescription\":\"\u003cp\u003eThis course starts from the beginning, covering the basics of how a computer interprets lines of code; how to write programs, evaluate their output, and revise the code itself; how to work with variables and their changing values; and how to use mathematical, boolean, and relational operators. \u003c/p\u003e\\n\u003cp\u003eBy the end of this course, you'll be able to write small programs in Python that use variables, mathematical operators, and logical operators. For example, you could write programs that carry out complex mathematical operations, like calculating the interest rate necessary to reach a savings goal, recommending apparel options based on weather patterns, or calculating a grade based on multiple percentages. \u003c/p\u003e\\n\u003cp\u003eStructurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn the fundamentals of computing in Python, including variables, operators, and writing and debugging your own programs.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHow a computer processes programming code\u003c/li\u003e\\n\u003cli\u003eThe write-run-debug cycle of writing code, running it, and revising it based on its output.\u003c/li\u003e\\n\u003cli\u003eProcedural programming, or how to write sequential lines of code.\u003c/li\u003e\\n\u003cli\u003eVariables, their types, and their role in complex programs.\u003c/li\u003e\\n\u003cli\u003eMathematical operators for arithmetic operations, exponents, and more.\u003c/li\u003e\\n\u003cli\u003eRelational operators for evaluating relative values or set membership.\u003c/li\u003e\\n\u003cli\u003eBoolean operators for resolving complex logical statements.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GTx\"],\"lastUpdated\":\"2026-06-02T13:55:39.080Z\",\"created\":\"2025-04-07T19:36:28.507Z\",\"hash\":\"dc2ecd6fd01bd293a2d07920a3e3ddfb1c868c209e126837213384128b15fdf0\",\"skills\":[\"Debugging\",\"Logical Operators\",\"Operations\",\"Procedural Programming\",\"Python (Programming Language)\",\"Relational Operator\"],\"skillsData\":[{\"skill\":\"Logical Operators\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Debugging\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Procedural Programming\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Relational Operator\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":9,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":6300,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GTx+CS1301xI+1T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The Georgia Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"david-joyner\"],\"tags\":[\"computer-programming\",\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":189,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1570883329,\"goLiveDate\":1766034000,\"modifiedDate\":1776281353}]},{\"subcategoryLabel\":\"Business \u0026 Management\",\"productUuids\":[\"5f1c55b4-354e-4155-af4a-76450953e10d\",\"790a86f9-f133-4b57-becb-6e3fa9836b07\",\"6774d438-134f-4d20-95a2-ea763f59ff23\",\"ca7f2448-cdb7-48e0-88f7-4d7743cfc0d7\",\"324970b7-03a4-44d7-b39e-10bbda6f119f\",\"5f1d3726-e78b-41f9-8e71-b904fddd102e\",\"99b172af-6317-4f82-a34e-5bfe67287637\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:1:subcategories:0:products:0\",\"$47:props:categories:1:subcategories:0:products:6\",\"$47:props:categories:1:subcategories:0:products:9\",\"$47:props:categories:1:subcategories:1:products:4\",{\"id\":\"430575ea-70a6-4e82-be30-73a1374f9e36\",\"productUuid\":\"324970b7-03a4-44d7-b39e-10bbda6f119f\",\"objectID\":\"course-324970b7-03a4-44d7-b39e-10bbda6f119f\",\"productName\":\"Supply Chain Fundamentals.\",\"productSlug\":\"learn/supply-chain-design/massachusetts-institute-of-technology-supply-chain-fundamentals\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/324970b7-03a4-44d7-b39e-10bbda6f119f-6087e3f8810e.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Engineering\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"$d6\",\"shortDescription\":\"\u003cp\u003eLearn fundamental concepts for logistics and supply chain management from both analytical and practical perspectives – part of the \u003cem\u003eMITx MicroMasters Credential in Supply Chain Management\u003c/em\u003e.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eIncorporate and manage uncertainty and risk within supply chain management\u003c/li\u003e\\n\u003cli\u003eSegment different customers, products, and channels, and design an optimal portfolio of logistics approaches and strategies for these various segments\u003c/li\u003e\\n\u003cli\u003eIdentify, design, and implement the appropriate forecasting methodology for each segment\u003c/li\u003e\\n\u003cli\u003eIdentify, design, and implement the appropriate inventory replenishment policy for each segment\u003c/li\u003e\\n\u003cli\u003eSelect the optimal transportation routing and modal choice for each segment\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-01T13:55:26.291Z\",\"created\":\"2025-04-07T19:36:28.615Z\",\"hash\":\"1a1e965136d03e83e1dc3791524b005eae20704059eeb17a32ff847bdd3dd6d9\",\"skills\":[\"Analytic Applications\",\"Benefits Enrollment Processes\",\"Forecasting\",\"Management\",\"Mathematical Modeling\",\"Operations\",\"Planning\",\"Sales\",\"Supply Chain\",\"Supply Chain Management\"],\"skillsData\":[{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Supply Chain Management\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Mathematical Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Benefits Enrollment Processes\",\"category\":\"Human Resources\",\"subcategory\":\"Compensation and Benefits\"},{\"skill\":\"Analytic Applications\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":\"Intermediate\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":13,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":7050,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:MITx+CTL.SC1x_1+2T2015\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"dr-chris-caplice\"],\"tags\":[\"logistics\",\"operations\",\"stardust-2019\",\"supply-chain\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":2,\"listPrice\":299,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568833883,\"goLiveDate\":1777521600,\"modifiedDate\":1779310184},{\"id\":\"89690c62-0537-4e67-92dc-8887b2970a88\",\"productUuid\":\"5f1d3726-e78b-41f9-8e71-b904fddd102e\",\"objectID\":\"course-5f1d3726-e78b-41f9-8e71-b904fddd102e\",\"productName\":\"Contract Law: From Trust to Promise to Contract.\",\"productSlug\":\"learn/business-law/harvard-university-contract-law-from-trust-to-promise-to-contract\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/5f1d3726-e78b-41f9-8e71-b904fddd102e-140b8d4f44ff.jpg\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Law\",\"Philosophy \u0026 Ethics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$d7\",\"shortDescription\":\"\u003cp\u003eContracts are a part of our everyday life, arising in collaboration, trust, promise and credit. How are contracts formed? What makes a contract enforceable? What happens when one party breaks a promise?\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eA theoretical background of contracts, trust, and promise\u003c/li\u003e\\n\u003cli\u003eHow to form contracts through valid offer and acceptance\u003c/li\u003e\\n\u003cli\u003eLimits to enforcing contracts\u003c/li\u003e\\n\u003cli\u003eIssues excusing contractual performance\u003c/li\u003e\\n\u003cli\u003eAvailable remedies for contractual breaches\u003c/li\u003e\\n\u003cli\u003eThird parties' ability to enforce contracts\u003c/li\u003e\\n\u003cli\u003eThe limitations of contract law\u003c/li\u003e\\n\u003cli\u003eHow courts interpret contracts\u003c/li\u003e\\n\u003cli\u003eRelationship of Contracts to Agency, Partnership, Corporations and Regulation\u003c/li\u003e\\n\u003cli\u003eHow to read through contracts to apply these key concepts and understand potential issues and outcomes\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.839Z\",\"created\":\"2025-04-07T19:36:28.694Z\",\"hash\":\"a1c78b706bae673017652fcf628f905ce832fc0c5047c532166cf3193308cabd\",\"skills\":[\"Contract Law\"],\"skillsData\":[{\"skill\":\"Contract Law\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":18429,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:Harvardx+HLS2X+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Russian\"],\"transcriptionLanguages\":[]},\"staff\":[\"charles-fried\"],\"tags\":[\"concentration_business-analytics\",\"concentration_digital-marketing\",\"concentration_marketing\",\"format_1yr\",\"format_accelerated\",\"format_full-time\",\"state_oh\",\"vertical_mba\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":299,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1568211577,\"goLiveDate\":1760500800,\"modifiedDate\":1756138057},{\"id\":\"bb47bbc4-fb0d-4c7d-97f2-4f7ae7de5f7a\",\"productUuid\":\"99b172af-6317-4f82-a34e-5bfe67287637\",\"objectID\":\"course-99b172af-6317-4f82-a34e-5bfe67287637\",\"productName\":\"Project Management Basics\",\"productSlug\":\"learn/business-management/ibm-project-management-basics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/99b172af-6317-4f82-a34e-5bfe67287637-8fdbd62bbcc0.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"$d8\",\"shortDescription\":\"\u003cp\u003eStart your project management journey learning the core principles of project management and valuable insights from industry experts. Ideal for beginners. No prior experience required.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eStart your project management journey exploring the core principles of project management, its benefits, and the role it plays in projects. \u003c/li\u003e\\n\u003cli\u003eDiscover who project managers work with, different project management methodologies, and recent trends in project management. \u003c/li\u003e\\n\u003cli\u003eUnderstand the typical responsibilities of a project manager and the skill sets needed to fulfill those responsibilities. \u003c/li\u003e\\n\u003cli\u003eInvestigate different industries, paths, and possible career progressions available to project management professionals.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:36.915Z\",\"created\":\"2025-04-07T19:36:28.745Z\",\"hash\":\"43014589bebdf7a769cda52f730c5b8d5850b9d085bb736ec1f12aca77a257e2\",\"skills\":[],\"skillsData\":[],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":3592,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:IBM+PRM100EN+3T2024\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"kasie-kyle\",\"rav-ahuja\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":49,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1728999461,\"goLiveDate\":1750996800,\"modifiedDate\":1775570561}]},{\"subcategoryLabel\":\"Economics \u0026 Finance\",\"productUuids\":[\"45a0f892-75f0-4b7f-b349-bd94c5e3d515\",\"d02750ae-a880-411b-9e1a-59a8d5e4a69b\",\"a5433ed4-63d1-4d9f-a487-4563c52c87d5\",\"dcf8af73-467a-4e19-ae8c-b9a0a72e9f39\",\"8a1c5e35-6538-428c-a707-27d94c907187\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"b20c58f1-8997-49cb-b8b4-6b60bb180cf7\",\"productUuid\":\"45a0f892-75f0-4b7f-b349-bd94c5e3d515\",\"objectID\":\"course-45a0f892-75f0-4b7f-b349-bd94c5e3d515\",\"productName\":\"Evaluating Impact in Low- and Middle-Income Countries\",\"productSlug\":\"learn/economics/world-bank-group-evaluating-impact-in-low-and-middle-income-countries\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/45a0f892-75f0-4b7f-b349-bd94c5e3d515-1735994b374c.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"World Bank Group\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/3ca455dc-4c90-4097-9203-d647e3e70771-af804add6293.png\",\"fullDescription\":\"$d9\",\"shortDescription\":\"\u003cp\u003eHow can we know if the policies and interventions implemented in low- and middle-income countries are making a difference, if they are really improving outcomes? This course provides the experimental and statistical tools needed to rigorously measure the effects of policies and programs, with a particular focus on questions of causal attribution, the design and conduct of randomized control trials and quasi-experimental methods, and estimation of impacts using regression techniques.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eDefine impact evaluation and recognize its importance.\u003c/li\u003e\\n\u003cli\u003eDescribe the importance of randomization and the problems that can arise in randomized controlled trials (RCTs).\u003c/li\u003e\\n\u003cli\u003eIdentify statistical concepts and tools for program evaluation.\u003c/li\u003e\\n\u003cli\u003eInterpret the concept of regression and how it informs RCT results.\u003c/li\u003e\\n\u003cli\u003eIllustrate the balance between sample size and cost of trial.\u003c/li\u003e\\n\u003cli\u003eExplain the value and application of quasi experimental methods\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"WBGx\"],\"lastUpdated\":\"2026-06-02T13:55:38.159Z\",\"created\":\"2025-04-07T19:36:28.589Z\",\"hash\":\"1af64b6d7a409199195a98c81730ac3cfce118ae1558b7202c5f121abe7897b7\",\"skills\":[\"Agriculture\",\"Health Education\",\"Human Development\",\"Innovation\",\"Microfinance\",\"Quick Learning\",\"Randomized Controlled Trial\"],\"skillsData\":[{\"skill\":\"Health Education\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Randomized Controlled Trial\",\"category\":\"Science and Research\",\"subcategory\":\"Clinical Trials\"},{\"skill\":\"Quick Learning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Microfinance\",\"category\":\"Finance\",\"subcategory\":\"General Lending\"},{\"skill\":\"Human Development\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Agriculture\",\"category\":\"Agriculture, Horticulture, and Landscaping\",\"subcategory\":\"Agricultural Management and Operations\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":24,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":982,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:WBGx+IEM01x+1T2022\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"World Bank Group\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"alaka-holla\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":5,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1648554895,\"goLiveDate\":1650220200,\"modifiedDate\":1731962153},{\"id\":\"9e3a7d2d-516d-4385-9db8-08504965fd6c\",\"productUuid\":\"d02750ae-a880-411b-9e1a-59a8d5e4a69b\",\"objectID\":\"course-d02750ae-a880-411b-9e1a-59a8d5e4a69b\",\"productName\":\"Introduction to Public Expenditure and Financial Accountability (PEFA)\",\"productSlug\":\"learn/finance/world-bank-group-introduction-to-public-expenditure-and-financial-accountability-pefa\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/d02750ae-a880-411b-9e1a-59a8d5e4a69b-6c195dca1b18.png\",\"productType\":\"Course\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"World Bank Group\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/3ca455dc-4c90-4097-9203-d647e3e70771-af804add6293.png\",\"fullDescription\":\"$da\",\"shortDescription\":\"\u003cp\u003eWith a PEFA framework, we can assess the strengths and weaknesses of a country’s PFM system and use this information to support PFM improvements. This e-learning course ‘Introduction to PEFA’ presents you with the PEFA assessment framework, what it measures, and the process involved. Participants will receive a course completion certificate after successfully completing a final quiz.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eThis eLearning course will help you gain an introduction to the PEFA assessment framework.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"WBGx\"],\"lastUpdated\":\"2026-06-02T13:55:38.153Z\",\"created\":\"2025-04-07T19:36:28.749Z\",\"hash\":\"3ef31311254d7c794a8efaf44c4f642aa0698b85439238d576526b477aa45a73\",\"skills\":[\"Accountability\",\"Essential Services\",\"Public Financial Management\",\"Sustainable Development\"],\"skillsData\":[{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Public Financial Management\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Essential Services\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Accountability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":2,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":565,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:WBGx+PEFA01x+1T2022\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"World Bank Group\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"olc-wbgx-2\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":5,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1647578855,\"goLiveDate\":1649788200,\"modifiedDate\":1731962154},{\"id\":\"4431254b-8f5e-4d91-955a-bb1bff3eb593\",\"productUuid\":\"a5433ed4-63d1-4d9f-a487-4563c52c87d5\",\"objectID\":\"course-a5433ed4-63d1-4d9f-a487-4563c52c87d5\",\"productName\":\"Intro to Stock Trading\",\"productSlug\":\"learn/stocks/new-york-institute-of-finance-intro-to-stock-trading\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a5433ed4-63d1-4d9f-a487-4563c52c87d5-ade06ecc71ca.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"New York Institute of Finance\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a5433ed4-63d1-4d9f-a487-4563c52c87d5-6e4808912393.jpeg\",\"fullDescription\":\"\u003cp\u003e\u003cspan lang=\\\"EN\\\"\u003eThis course offers an intensive introduction to the complex world of trading. Whether you’re an advanced trader looking to take your skills to the next level or are new to the world of trading and the stock market, this course will provide the knowledge and tools needed for successful trading.\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003eYou will learn the language of the stock market, with working knowledge of key terms and phrases. Explore key money management techniques, the psychology of trading, and the proper technical tools to use for charting.\u003c/p\u003e\\n\u003cp\u003eTaught by instructors with decades of experience on Wall Street, Peter Tuchman and David Green, deliver a comprehensive course that equips students with the skills and knowledge needed to become savvy stock and options traders.\u003c/p\u003e\\n\u003cp\u003eThis course is part of the New York Institute of Finance’s Stock Trading Professional Certificate program.\u003c/p\u003e\\n\u003cp\u003eFree Preview! Access Module 1 from Course 1 for free. For full course access, upgrade to a verified certificate.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003e\u003cspan lang=\\\"EN\\\"\u003eLearn the basics of stock trading and gain a solid foundation in the strategies and techniques used to navigate volatile equities markets.\u003c/span\u003e\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\u003cspan lang=\\\"EN\\\"\u003eUnderstand the language of the stock market, with a working knowledge of key terms and phrases\u003c/span\u003e\u003c/li\u003e\\n\u003cli\u003e\u003cspan lang=\\\"EN\\\"\u003eEmploy key money management techniques, such as knowing when and how to use stop orders, establishing trading goals, and knowing when and how to \u003c/span\u003eenter into trades\u003c/li\u003e\\n\u003cli\u003e\u003cspan lang=\\\"EN\\\"\u003eLearn the proper technical tools to use for charting, such as candlesticks, time frames and RSI’s\u003c/span\u003e\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"NYIF\"],\"lastUpdated\":\"2026-06-02T13:55:39.169Z\",\"created\":\"2025-04-07T19:36:28.716Z\",\"hash\":\"ba9e5b477f582b9b45d6ee1322288d7be41e8e44768b8274e549ee2c5c764a29\",\"skills\":[\"Equities\",\"Finance\",\"Money Management\",\"Psychology\",\"Stock Markets\"],\"skillsData\":[{\"skill\":\"Equities\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Stock Markets\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Money Management\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":3,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":3457,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:NYIF+Stpcx.1+3T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/a5433ed4-63d1-4d9f-a487-4563c52c87d5-6e4808912393.jpeg\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"New York Institute of Finance\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"david-green\",\"peter-tuchman\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1663244370,\"goLiveDate\":1751212800,\"modifiedDate\":1753691150},{\"id\":\"382ecbca-af42-4765-9e70-9a1dda2cfdb4\",\"productUuid\":\"dcf8af73-467a-4e19-ae8c-b9a0a72e9f39\",\"objectID\":\"course-dcf8af73-467a-4e19-ae8c-b9a0a72e9f39\",\"productName\":\"Public Financial Management\",\"productSlug\":\"learn/financial-management/the-international-monetary-fund-public-financial-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/dcf8af73-467a-4e19-ae8c-b9a0a72e9f39-82fd801c4c60.jpg\",\"productType\":\"Course\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"The International Monetary Fund\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/a655d538-b1e8-4f66-a99d-cf4682d2c17b-111a45d036cc.png\",\"fullDescription\":\"$db\",\"shortDescription\":\"\u003cp\u003eWhat is the government budget cycle? How should governments prepare policy-oriented budgets? How to hold governments accountable? Learn from an IMF team who advises on budget management and hear testimonies from ministers of finance and civil society.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eWhy PFM is an important tool to implement public policies.\u003c/li\u003e\\n\u003cli\u003eHow to describe and analyze the budget cycle, and its main components.\u003c/li\u003e\\n\u003cli\u003eHow PFM systems contribute to improved fiscal performance.\u003c/li\u003e\\n\u003cli\u003eThe benefits of fiscal transparency, fiscal reporting, and management of fiscal risks.\u003c/li\u003e\\n\u003cli\u003eHow civil society, public participation and supreme audit institutions keep governments accountable.\u003c/li\u003e\\n\u003cli\u003eThe importance of prioritization and sequencing PFM reforms, and the roles of political institutions and country context.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IMFx\"],\"lastUpdated\":\"2026-06-02T13:55:38.238Z\",\"created\":\"2025-04-07T19:36:28.562Z\",\"hash\":\"3f9ea8ef5de238d4770638366a04b9d3281b7de57f8d1b71287319b689c711af\",\"skills\":[\"Accountability\",\"Budget Cycle\",\"Budget Management\",\"Budgeting\",\"Economic Development\",\"Economic Growth\",\"Finance\",\"Public Financial Management\",\"Sustainable Development\"],\"skillsData\":[{\"skill\":\"Economic Development\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Accountability\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Economic Growth\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Budget Cycle\",\"category\":\"Finance\",\"subcategory\":\"Budget Management\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Budgeting\",\"category\":\"Finance\",\"subcategory\":\"Budget Management\"},{\"skill\":\"Public Financial Management\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Budget Management\",\"category\":\"Finance\",\"subcategory\":\"Budget Management\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1660,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:IMFx+PFMx+3T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The International Monetary Fund\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"staff-fiscal-affairs-department\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":25,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1572545749,\"goLiveDate\":1776225600,\"modifiedDate\":1773128964},{\"id\":\"202324b0-7af0-4039-ba3e-15bd88fa22b7\",\"productUuid\":\"8a1c5e35-6538-428c-a707-27d94c907187\",\"objectID\":\"course-8a1c5e35-6538-428c-a707-27d94c907187\",\"productName\":\"Foundations of Modern Finance I.\",\"productSlug\":\"learn/finance/massachusetts-institute-of-technology-foundations-of-modern-finance-i\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/8a1c5e35-6538-428c-a707-27d94c907187-8bb1447acc40.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Data Analysis \u0026 Statistics\",\"Economics \u0026 Finance\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"\u003cp\u003eThis is a two-part course, and part of the MicroMasters® Program in Finance. It provides a rigorous and comprehensive introduction to the fundamentals of modern finance and their applications to business challenges in valuation, investments, and corporate financial decisions under a unified framework.\u003c/p\u003e\\n\u003cp\u003eCompleting this first course and program will help you prepare for a career as a financial analyst, financial advisor, vice president for finance, chief financial officer, and more.\u003c/p\u003e\\n\u003cp\u003eFinance provides a core function in any productive economy by providing a mechanism for savings, investment, and liquidity. Whether the learner is in a industrialized country or a developing country, financial services are essential for smooth functioning of the economy.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eA mathematically rigorous framework to understand financial markets delivered with data-driven insights from MIT professors.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eValuation of fixed income securities and common stocks\u003c/li\u003e\\n\u003cli\u003eRisk analysis, the Arbitrage Pricing Theory (APT), and the Efficient Market Hypothesis\u003c/li\u003e\\n\u003cli\u003eIntroduction to corporate finance and capital budgeting\u003c/li\u003e\\n\u003cli\u003eValuation of derivative securities\u003c/li\u003e\\n\u003cli\u003ePortfolio theory and the Capital Asset Pricing Model (CAPM)\u003c/li\u003e\\n\u003cli\u003eCorporate financial decisions \u003cul\u003e\\n\u003cli\u003eReal options, capital structure, payout policy, corporate bonds; and\u003c/li\u003e\\n\u003cli\u003eInteraction between investment and financing decisions\u003c/li\u003e\\n\u003c/ul\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:30.622Z\",\"created\":\"2025-04-07T19:36:28.568Z\",\"hash\":\"8c1cf255e75ece8330f27e4992135c91b78182d7856dc01b5d03cdb43ae14ec0\",\"skills\":[\"Basic Math\",\"Chartered Financial Analyst\",\"Finance\",\"Financial Analysis\",\"Financial Market\",\"Financial Services\",\"Investments\",\"Market Liquidity\",\"Planning\"],\"skillsData\":[{\"skill\":\"Market Liquidity\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Financial Analysis\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Financial Market\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Chartered Financial Analyst\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Financial Services\",\"category\":\"Finance\",\"subcategory\":\"Banking Services\"}],\"level\":\"Advanced\",\"flexibility\":\"self_paced\",\"weeksToComplete\":12,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":14,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":5873,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:MITx+15.415.1x+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"egor-matveyev\",\"jiang-wang\",\"leonid-kogan\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":549,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1569000461,\"goLiveDate\":1671426000,\"modifiedDate\":1774626217}]},{\"subcategoryLabel\":\"Data Analysis \u0026 Statistics\",\"productUuids\":[\"7e5958e8-d709-41ab-8f8c-4339f7a733c9\",\"91f52ef3-fa3f-4934-9d19-8d5a32635cd4\",\"381a0046-5d78-4790-8776-74620d59f48e\",\"e2c8487f-5a70-4643-86e9-07e240059d6f\",\"256bcc7d-5d2f-4053-b09a-22b48e058798\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"24260b32-4020-4ea0-96b0-47375738930b\",\"productUuid\":\"7e5958e8-d709-41ab-8f8c-4339f7a733c9\",\"objectID\":\"course-7e5958e8-d709-41ab-8f8c-4339f7a733c9\",\"productName\":\"Data Science: Building Machine Learning Models\",\"productSlug\":\"learn/machine-learning/harvard-university-data-science-machine-learning\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/7e5958e8-d709-41ab-8f8c-4339f7a733c9-bbb3b4ab9455.jpg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$dc\",\"shortDescription\":\"\u003cp\u003eBuild a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eThe basics of machine learning\u003c/li\u003e\\n\u003cli\u003eHow to perform cross-validation to avoid overtraining\u003c/li\u003e\\n\u003cli\u003eSeveral popular machine learning algorithms\u003c/li\u003e\\n\u003cli\u003eHow to build a recommendation system\u003c/li\u003e\\n\u003cli\u003eWhat is regularization and why it is useful?\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.012Z\",\"created\":\"2025-04-07T19:36:28.704Z\",\"hash\":\"d5a7a75694aa71a4728f2709a93f27c2f77922c3bfbb6e6bc568cb719a7662f6\",\"skills\":[\"Algorithms\",\"Data Science\",\"Forecasting\",\"Machine Learning\",\"Machine Learning Algorithms\",\"Principal Component Analysis\",\"Recommender Systems\",\"Speech Recognition\"],\"skillsData\":[{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Machine Learning Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Speech Recognition\",\"category\":\"Analysis\",\"subcategory\":\"Natural Language Processing (NLP)\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Principal Component Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Recommender Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":22602,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+PH125.8x+2T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"rafael-irizarry\"],\"tags\":[\"machine-learning\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":149,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211739,\"goLiveDate\":1760500800,\"modifiedDate\":1765823597},{\"id\":\"722e7f27-dc98-4ad8-b432-b8e50a2b3b81\",\"productUuid\":\"91f52ef3-fa3f-4934-9d19-8d5a32635cd4\",\"objectID\":\"course-91f52ef3-fa3f-4934-9d19-8d5a32635cd4\",\"productName\":\"Data Science: R Basics\",\"productSlug\":\"learn/r-programming/harvard-university-data-science-r-basics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/91f52ef3-fa3f-4934-9d19-8d5a32635cd4-d99e27f09d19.jpg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$dd\",\"shortDescription\":\"\u003cp\u003eBuild a foundation in R and learn how to wrangle, analyze, and visualize data.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eBasic R syntax\u003c/li\u003e\\n\u003cli\u003eFoundational R programming concepts such as data types, vectors arithmetic, and indexing\u003c/li\u003e\\n\u003cli\u003eHow to perform operations in R including sorting, data wrangling using dplyr, and making plots\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:34.837Z\",\"created\":\"2025-04-07T19:36:28.699Z\",\"hash\":\"daded8b018951f4e4b12012a485de3f80ac1d7daca7b7b981afa7c689dd61375\",\"skills\":[\"Data Analysis\",\"Data Science\",\"Data Visualization\",\"Data Wrangling\",\"Document Preparations\",\"Dplyr\",\"File Organization\",\"Ggplot2\",\"Git (Version Control System)\",\"Github\",\"Linux\",\"Machine Learning\",\"Probability\",\"R (Programming Language)\",\"RStudio\",\"Sorting\",\"Unix\",\"Version Control\"],\"skillsData\":[{\"skill\":\"Sorting\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Inventory and Warehousing\"},{\"skill\":\"Git (Version Control System)\",\"category\":\"Information Technology\",\"subcategory\":\"Version Control\"},{\"skill\":\"Ggplot2\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Document Preparations\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Data Wrangling\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Version Control\",\"category\":\"Information Technology\",\"subcategory\":\"Version Control\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Github\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"File Organization\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"RStudio\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Unix\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Dplyr\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Probability\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Linux\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":25402,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+PH125.1x+2T2017\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"rafael-irizarry\"],\"tags\":[\"data-analysis\",\"r\",\"r-programming\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":219,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211330,\"goLiveDate\":1760500800,\"modifiedDate\":1765822787},{\"id\":\"4205da98-89d1-4178-b63d-ec42920c615d\",\"productUuid\":\"381a0046-5d78-4790-8776-74620d59f48e\",\"objectID\":\"course-381a0046-5d78-4790-8776-74620d59f48e\",\"productName\":\"Python Basics for Data Science\",\"productSlug\":\"learn/python/ibm-python-basics-for-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/381a0046-5d78-4790-8776-74620d59f48e-e2e7f4677ce2.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Engineering\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"$de\",\"shortDescription\":\"\u003cp\u003eThis Python course provides a beginner-friendly introduction to Python for Data Science. Practice through lab exercises, and you'll be ready to create your first Python scripts on your own!\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eLearn Python - the most popular programming language and easy to learn for beginners\u003c/li\u003e\\n\u003cli\u003eDevelop fundamental Python skills for Data Science and Software Development\u003c/li\u003e\\n\u003cli\u003eWork with commonly used Python libraries such as Pandas and Numpy\u003c/li\u003e\\n\u003cli\u003eUtilize Jupyter Notebooks to develop, experiment with and execute Python code\u003c/li\u003e\\n\u003cli\u003eAccess and webscrape data using APIs and libraries like Beautiful Soup\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:36.915Z\",\"created\":\"2025-04-07T19:36:28.745Z\",\"hash\":\"99e2a5c13dadb79428b545fef85ada261d13c17cc1f88f84575aaad9ab2c8405\",\"skills\":[\"Data Analysis\",\"Data Science\",\"Data Visualization\",\"Jupyter\",\"Machine Learning\",\"Python (Programming Language)\",\"Watson Studio\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Watson Studio\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Jupyter\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":3,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":10648,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:IBM+PY0101EN+2T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Russian\"],\"transcriptionLanguages\":[]},\"staff\":[\"joseph-santarcangelo\"],\"tags\":[\"python\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1567018301,\"goLiveDate\":1686283200,\"modifiedDate\":1761570574},{\"id\":\"9664fbbb-2f87-4ee5-b1c3-1bdcaaff6dec\",\"productUuid\":\"e2c8487f-5a70-4643-86e9-07e240059d6f\",\"objectID\":\"course-e2c8487f-5a70-4643-86e9-07e240059d6f\",\"productName\":\"Statistical Learning with Python\",\"productSlug\":\"learn/python/stanford-university-statistical-learning-with-python\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/e2c8487f-5a70-4643-86e9-07e240059d6f-b8a7f5450a8c.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Stanford University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/f53a7458-c79b-4524-97cf-28241114230e-e47d44123c3b.png\",\"fullDescription\":\"$df\",\"shortDescription\":\"\u003cp\u003eLearn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in Python.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eOverview of statistical learning\u003c/li\u003e\\n\u003cli\u003eLinear regression\u003c/li\u003e\\n\u003cli\u003eClassificaiton\u003c/li\u003e\\n\u003cli\u003eResampling methods\u003c/li\u003e\\n\u003cli\u003eLinear model selection and regularization\u003c/li\u003e\\n\u003cli\u003eMoving beyond linearity\u003c/li\u003e\\n\u003cli\u003eTree-based methods\u003c/li\u003e\\n\u003cli\u003eSupport vector machines\u003c/li\u003e\\n\u003cli\u003eDeep learning\u003c/li\u003e\\n\u003cli\u003eSurvival modeling\u003c/li\u003e\\n\u003cli\u003eUnsupervised learning\u003c/li\u003e\\n\u003cli\u003eMultiple testing\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"StanfordOnline\"],\"lastUpdated\":\"2026-06-02T13:55:33.039Z\",\"created\":\"2025-04-07T19:36:28.457Z\",\"hash\":\"d33c3dc6a3269eb4ca442860c8cfff9b65f8f2c56f6efac732aa7665daef3d37\",\"skills\":[\"Artificial Neural Networks\",\"Basic Math\",\"Boosting\",\"Bootstrap (Front-End Framework)\",\"Data Science\",\"Deep Learning\",\"K-Means Clustering\",\"Lasso (Programming Language)\",\"Lecturing\",\"Linear Discriminant Analysis\",\"Logistic Regression\",\"Polynomial Regression\",\"Principal Component Analysis\",\"Python (Programming Language)\",\"Random Forest Algorithm\",\"Statistical Learning Theory\",\"Statistical Modeling\",\"Statistics\",\"Supervised Learning\",\"Support Vector Machine\",\"Unsupervised Learning\"],\"skillsData\":[{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"K-Means Clustering\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Bootstrap (Front-End Framework)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Statistical Learning Theory\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Lasso (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Linear Discriminant Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Polynomial Regression\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Unsupervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Statistical Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Supervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Boosting\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Logistic Regression\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Lecturing\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Random Forest Algorithm\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Principal Component Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Support Vector Machine\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":11,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3734,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:StanfordOnline+SOHS-YSTATSLEARNINGP+1T2024\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Stanford University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\"],\"transcriptionLanguages\":[]},\"staff\":[\"jonathan-taylor\",\"robert-tibshirani\",\"trevor-hastie\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":186,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1695400370,\"goLiveDate\":1701244800,\"modifiedDate\":1731961233},{\"id\":\"29d34a66-51cf-427e-8e61-7b3c0b3cdda7\",\"productUuid\":\"256bcc7d-5d2f-4053-b09a-22b48e058798\",\"objectID\":\"course-256bcc7d-5d2f-4053-b09a-22b48e058798\",\"productName\":\"Analyzing Data with Excel\",\"productSlug\":\"learn/excel/ibm-analyzing-data-with-excel\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/256bcc7d-5d2f-4053-b09a-22b48e058798-8623e73f56a3.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"$e0\",\"shortDescription\":\"\u003cp\u003eBuild the fundamental knowledge required to use Excel spreadsheets to perform basic data analysis. The course covers the basic workings and key features of Excel to help students analyze their data.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eReview fundamentals of spreadsheet applications\u003c/li\u003e\\n\u003cli\u003ePerform basic spreadsheet tasks\u003c/li\u003e\\n\u003cli\u003eExplain the importance of data quality\u003c/li\u003e\\n\u003cli\u003eImport file data into Excel\u003c/li\u003e\\n\u003cli\u003eFilter and sort data\u003c/li\u003e\\n\u003cli\u003eClean and prepare data\u003c/li\u003e\\n\u003cli\u003eAnalyze data using an Excel spreadsheet\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:37.503Z\",\"created\":\"2025-04-07T19:36:28.452Z\",\"hash\":\"07ddab64132de18cf340b4c446a3f19d7d32daf30275e259f3b6e05501187315\",\"skills\":[\"Business Marketing\",\"Data Analysis\",\"Data Cleansing\",\"Data Science\",\"Data Wrangling\",\"Google Sheets\",\"Microsoft Excel\",\"Pivot Tables And Charts\",\"Spreadsheets\",\"Web Browsers\"],\"skillsData\":[{\"skill\":\"Business Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Wrangling\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Web Browsers\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Data Cleansing\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Microsoft Excel\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Spreadsheets\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Google Sheets\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Pivot Tables And Charts\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":6701,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:IBM+DA0130+1T2021\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Russian\"],\"transcriptionLanguages\":[]},\"staff\":[\"sandip-sasha-joy\",\"steve-ryan\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1607357916,\"goLiveDate\":1775534400,\"modifiedDate\":1775579977}]},{\"subcategoryLabel\":\"Social Sciences\",\"productUuids\":[\"c41c076c-4944-4974-ae73-cdba2f76f7ce\",\"73484215-4007-48cd-ba90-c945cde6030d\",\"0ecf7948-eba0-4787-a544-3d0e2197a151\",\"374f2ac3-b3d8-4f77-89f3-2bf0311d129c\",\"128aab52-0ffe-4dc4-8314-8a3f02d38fcb\",\"56feae4a-7386-4499-8f1d-cf4b17c6cc87\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:1:subcategories:0:products:3\",{\"id\":\"350321e4-c458-4a17-96d0-a518431fbecf\",\"productUuid\":\"73484215-4007-48cd-ba90-c945cde6030d\",\"objectID\":\"course-73484215-4007-48cd-ba90-c945cde6030d\",\"productName\":\"The Science of Happiness\",\"productSlug\":\"learn/happiness/university-of-california-berkeley-the-science-of-happiness\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/73484215-4007-48cd-ba90-c945cde6030d-0277a3389713.jpg\",\"productType\":\"Course\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"University of California, Berkeley\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\",\"fullDescription\":\"$e1\",\"shortDescription\":\"\u003cp\u003eThe first MOOC to teach positive psychology. Learn science-based principles and practices for a happy, meaningful life.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eWhat happiness really means and why it matters to you\u003c/li\u003e\\n\u003cli\u003eHow to increase your own happiness and foster happiness in others\u003c/li\u003e\\n\u003cli\u003eWhy social connections, kindness, and community are key to happiness\u003c/li\u003e\\n\u003cli\u003eWhich mental habits are most conducive to happiness and how mindfulness can help\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"BerkeleyX\"],\"lastUpdated\":\"2026-06-02T13:55:34.158Z\",\"created\":\"2025-04-07T19:36:28.658Z\",\"hash\":\"43831ba2e232e3efefd327d971c86ac71161ac31ab8c8c65c4fde2b5c3fa235b\",\"skills\":[\"Empathy\",\"Evolutionary Biology\",\"Psychology\"],\"skillsData\":[{\"skill\":\"Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Empathy\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"},{\"skill\":\"Evolutionary Biology\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":11,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":12806,\"productSource\":\"edX\",\"activeRunKey\":\"BerkeleyX/GG101x/1T2014\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"University of California, Berkeley\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\",\"Russian\"],\"transcriptionLanguages\":[]},\"staff\":[\"dacher-keltner\",\"emiliana-simon-thomas\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":169,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1566494152,\"goLiveDate\":1748761200,\"modifiedDate\":1754501691},{\"id\":\"6545d4b0-c74c-4623-be9d-6e1f0cb081b0\",\"productUuid\":\"0ecf7948-eba0-4787-a544-3d0e2197a151\",\"objectID\":\"course-0ecf7948-eba0-4787-a544-3d0e2197a151\",\"productName\":\"Leadership for Purposeful Change: Creating Public Value\",\"productSlug\":\"learn/leadership/harvard-university-leadership-creating-public-value\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/0ecf7948-eba0-4787-a544-3d0e2197a151-563518624bc8.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$e2\",\"shortDescription\":\"\u003cp\u003eIn Leadership: Creating Public Value, learn how to face and meet today’s challenges and design a public value proposition that is both actionable and value creating.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\\n\u003cp\u003eUse best-in-class thinking from both the private and public sectors to identify risks and exploit opportunities in your particular context\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eCreate an actionable public value proposition that can be launched by you\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eIdentify the important values at stake in your proposed initiative along with performance indicators to guide you in developing new ideas and creating a value-first mindset\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eUnderstand what it means to be socially responsible and how to deliver public value and services\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eUse your critical thinking, problem-solving, and decision-making skills to analyze the viability of a public-value model\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eExamine the moral and ethical challenges and questions that arise when seeking to improve public value outcomes\u003c/p\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.357Z\",\"created\":\"2025-04-07T19:36:28.683Z\",\"hash\":\"d8f7a5d84cb307516e57583f10ee4ef37f206b27a8f045a4541ab14db8a2955e\",\"skills\":[\"Leadership\",\"Value Propositions\"],\"skillsData\":[{\"skill\":\"Value Propositions\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":8363,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+CPV+2T2021\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"mark-moore-2\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1614972452,\"goLiveDate\":1755662400,\"modifiedDate\":1758031456},{\"id\":\"5173acab-c566-46c1-ad91-5fc602ead90d\",\"productUuid\":\"374f2ac3-b3d8-4f77-89f3-2bf0311d129c\",\"objectID\":\"course-374f2ac3-b3d8-4f77-89f3-2bf0311d129c\",\"productName\":\"Policy for Science, Technology and Innovation\",\"productSlug\":\"learn/science/massachusetts-institute-of-technology-policy-for-science-technology-and-innovation\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/374f2ac3-b3d8-4f77-89f3-2bf0311d129c-7f6be9ee0928.png\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"History\",\"Social Sciences\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"$e3\",\"shortDescription\":\"\u003cp\u003eThis course will examine the science and technology innovation system, including case studies on energy, computing, advanced manufacturing and health sectors, with an emphasis on public policy and the federal government’s R\u0026amp;D role in that system\u003c/p\u003e\",\"productOverview\":\"$e4\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:31.312Z\",\"created\":\"2025-04-07T19:36:28.631Z\",\"hash\":\"0105e0f76721af03d1acb9820e747b28706b53939010bfea6f24e78780a3d0c0\",\"skills\":[\"Advanced Manufacturing\",\"Economic Growth\",\"Economic Modeling\",\"Economics\",\"Innovation\",\"Medical Science\",\"Organizational Theories\",\"Public Policies\",\"Systems Theories\"],\"skillsData\":[{\"skill\":\"Organizational Theories\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Medical Science\",\"category\":\"Science and Research\",\"subcategory\":\"Medical Science and Research\"},{\"skill\":\"Advanced Manufacturing\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Manufacturing Design\"},{\"skill\":\"Public Policies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Economic Modeling\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Systems Theories\",\"category\":\"Information Technology\",\"subcategory\":\"System Design and Implementation\"},{\"skill\":\"Economic Growth\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":269,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:MITx+STS.081x+3T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"English\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"william-b-bonvillian\"],\"tags\":[],\"showInAlgoliaSearchResults\":false,\"availabilityRank\":3,\"listPrice\":169,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1597935613,\"goLiveDate\":1752120000,\"modifiedDate\":1752066097},{\"id\":\"f80a442b-b147-4930-9bc6-61b5eb9eb706\",\"productUuid\":\"128aab52-0ffe-4dc4-8314-8a3f02d38fcb\",\"objectID\":\"course-128aab52-0ffe-4dc4-8314-8a3f02d38fcb\",\"productName\":\"Building Personal Resilience: Managing Anxiety and Mental Health\",\"productSlug\":\"learn/mental-health/harvard-university-building-personal-resilience-managing-anxiety-and-mental-health\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/128aab52-0ffe-4dc4-8314-8a3f02d38fcb-041b8634795b.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Health \u0026 Safety\",\"Social Sciences\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$e5\",\"shortDescription\":\"\u003cp\u003eJoin Harvard Medical School faculty Dr. Luana Marques to use applied psychology to build personal resilience with five science-driven skills.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eGain perspective on how scientifically-proven skills can improve your resilience and mental health\u003c/li\u003e\\n\u003cli\u003eBuild a toolkit of five core skills to help you manage emotional stress and apply them to different situations\u003c/li\u003e\\n\u003cli\u003eImprove your ability to face fears and anxieties by preparing your own plan for handling stressful scenarios\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.836Z\",\"created\":\"2025-04-07T19:36:28.355Z\",\"hash\":\"79452a6d65ad6a44281be08f0d2e272c36c67e7eecdbef07d2cd01a9d3c2d827\",\"skills\":[],\"skillsData\":[],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":18379,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+resilience.01x+2T2023\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"luana-marques\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":219,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1668540561,\"goLiveDate\":1765947600,\"modifiedDate\":1777982648},{\"id\":\"5dc00aea-f64e-410b-89df-6666e57e86c5\",\"productUuid\":\"56feae4a-7386-4499-8f1d-cf4b17c6cc87\",\"objectID\":\"course-56feae4a-7386-4499-8f1d-cf4b17c6cc87\",\"productName\":\"Managing Happiness\",\"productSlug\":\"learn/happiness/harvard-university-managing-happiness\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/56feae4a-7386-4499-8f1d-cf4b17c6cc87-ef014434d4ee.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Health \u0026 Safety\",\"Social Sciences\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$e6\",\"shortDescription\":\"\u003cp\u003eManaging Happiness encourages you to explore the science of happiness, allowing you to find your truest self. Through cutting-edge survey tools, the best research, and trends in social science, positive psychology, neuroscience, and philosophy, learners unlock the strategies to create a more purposeful life, full of long-lasting enjoyment and satisfaction.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\\n\u003cp\u003eExplore diverse definitions of happiness and understand its function in everyday life\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eLearn how genetic, social, and economic influences impact your happiness\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eApply the science of the mind, body, psychology, and community to manage emotions and behaviors for greater happiness\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eDevelop a happiness portfolio focused on your deepest goals and desires\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eRecognize how success and achievement impact short versus long-term happiness\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eWrite your ending — build happiness strategies for your work and life at any age or stage\u003c/p\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:35.712Z\",\"created\":\"2025-04-07T19:36:28.353Z\",\"hash\":\"16086fa49ee4ee3185fd5d05fea4840f9abea5cee0b2b7e611c95155ed4d4a57\",\"skills\":[\"Lifelong Learning\",\"Psychology\",\"Research\",\"Social Sciences\"],\"skillsData\":[{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Lifelong Learning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Social Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":13706,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+happy+2T2021\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"arthur-brooks\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":219,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1621538726,\"goLiveDate\":1771995600,\"modifiedDate\":1765896247}]},{\"subcategoryLabel\":\"Engineering\",\"productUuids\":[\"84f89d1e-6533-4d22-a601-2a3e3a9fe3eb\",\"233b2762-7df1-4b48-9683-65eb145c2c2f\",\"90a15103-767d-42ca-ba2f-6f4c892d6f4c\",\"fd2b565f-8730-4264-957a-3fbfa1b649b0\",\"dad58c2c-6335-4d9c-ad02-22d604855bfc\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"7999eeab-7af0-4f8c-adc4-be5e39d39741\",\"productUuid\":\"84f89d1e-6533-4d22-a601-2a3e3a9fe3eb\",\"objectID\":\"course-84f89d1e-6533-4d22-a601-2a3e3a9fe3eb\",\"productName\":\"Quantum Mechanics for Scientists and Engineers 1\",\"productSlug\":\"learn/quantum-physics-mechanics/stanford-university-quantum-mechanics-for-scientists-and-engineers-1\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/84f89d1e-6533-4d22-a601-2a3e3a9fe3eb-382e5f314c22.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Engineering\",\"Physics\",\"Science\"],\"partnerName\":\"Stanford University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/f53a7458-c79b-4524-97cf-28241114230e-e47d44123c3b.png\",\"fullDescription\":\"\u003cp\u003eThis 9 week course aims to teach quantum mechanics to anyone with a reasonable college-level understanding of physical science or engineering. Quantum mechanics was once mostly of interest to physicists, chemists and other basic scientists. Now the concepts and techniques of quantum mechanics are essential in many areas of engineering and science such as materials science, nanotechnology, electronic devices, and photonics.\u003c/p\u003e\\n\u003cp\u003eThis course is a substantial introduction to quantum mechanics and how to use it. It is specifically designed to be accessible not only to physicists but also to students and technical professionals over a wide range of science and engineering backgrounds.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eThis 9 week course aims to teach quantum mechanics to anyone with a reasonable college-level understanding of physical science or engineering. Quantum mechanics was once mostly of interest to physicists, chemists and other basic scientists. Now the concepts and techniques of quantum mechanics are essential in many areas of engineering and science such as materials science, nanotechnology, electronic devices, and photonics.\u003c/p\u003e\\n\u003cp\u003eThis course is a substantial introduction to quantum mechanics and how to use it. It is specifically designed to be accessible not only to physicists but also to students and technical professionals over a wide range of science and engineering backgrounds.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eA conceptual understanding of quantum mechanics\u003c/li\u003e\\n\u003cli\u003eKey physics concepts\u003c/li\u003e\\n\u003cli\u003eKey ideas in using quantum mechanical waves\u003c/li\u003e\\n\u003cli\u003eMathematics of quantum mechanical waves\u003c/li\u003e\\n\u003cli\u003eQuantum mechanics of systems that change in time\u003c/li\u003e\\n\u003cli\u003eMeasurements in quantum mechanics\u003c/li\u003e\\n\u003cli\u003eThe uncertainty principle\u003c/li\u003e\\n\u003cli\u003eThe hydrogen atom\u003c/li\u003e\\n\u003cli\u003eHow to solve real problems\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"StanfordOnline\"],\"lastUpdated\":\"2026-06-02T13:55:32.892Z\",\"created\":\"2025-04-07T19:36:28.444Z\",\"hash\":\"b8870f5f7d5c4edb77b2697b11c9726a7dabc264546a061c9deb9d49339905c5\",\"skills\":[\"Materials Science\",\"Physical Science\",\"Quantum Mechanics\"],\"skillsData\":[{\"skill\":\"Physical Science\",\"category\":\"Science and Research\",\"subcategory\":\"Earth and Space Science\"},{\"skill\":\"Quantum Mechanics\",\"category\":\"Science and Research\",\"subcategory\":\"Physics\"},{\"skill\":\"Materials Science\",\"category\":\"Engineering\",\"subcategory\":\"Materials Science and Engineering\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":9,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2792,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:StanfordOnline+SOE-YEEQMSE01+3T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Stanford University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"david-miller\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":159,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1583796235,\"goLiveDate\":1674633600,\"modifiedDate\":1731961227},{\"id\":\"10aaa70c-b354-4e1b-a6fe-360f43e43d18\",\"productUuid\":\"233b2762-7df1-4b48-9683-65eb145c2c2f\",\"objectID\":\"course-233b2762-7df1-4b48-9683-65eb145c2c2f\",\"productName\":\"Biomedical Equipment: Repairing and Maintaining Biomedical Devices\",\"productSlug\":\"learn/biomedical-engineering/delft-university-of-technology-biomedical-equipment-repairing-and-maintaining-biomedical-devices\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/233b2762-7df1-4b48-9683-65eb145c2c2f-50fde7d6f66e.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Electronics\",\"Engineering\",\"Medicine\"],\"partnerName\":\"Delft University of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"fullDescription\":\"$e7\",\"shortDescription\":\"\u003cp\u003e\u003cspan lang=\\\"EN-US\\\"\u003eUnderstand the working of biomedical devices that are frequently used in a hospital setting. Develop the skills required to effectively maintain and troubleshoot hospital-based devices to increase their availability and usage in hospitals\u003c/span\u003e\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eUnderstand the basics of a variety of commonly used diagnostic, therapeutic and laboratory instruments\u003c/li\u003e\\n\u003cli\u003eEffectively maintain, troubleshoot and repair biomedical instruments\u003c/li\u003e\\n\u003cli\u003eSharpen the skill set of troubleshooting a biomedical instrument in a short period of time\u003c/li\u003e\\n\u003cli\u003eReduce the repair time and cost by using effective proven strategies and practices\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"DelftX\"],\"lastUpdated\":\"2026-06-02T13:55:36.458Z\",\"created\":\"2025-04-07T19:36:28.396Z\",\"hash\":\"d40fa49fd7b6d6aa52bb001588c4325262415090dbf2ed74ea3fc9ac99a62a02\",\"skills\":[\"Biology\",\"Blueprinting\",\"Interdisciplinary Collaboration\",\"Medical Devices\",\"Process Flow Diagrams\",\"Troubleshooting (Problem Solving)\"],\"skillsData\":[{\"skill\":\"Medical Devices\",\"category\":\"Health Care\",\"subcategory\":\"Medical Equipment and Technology\"},{\"skill\":\"Blueprinting\",\"category\":\"Engineering\",\"subcategory\":\"Drafting and Engineering Design\"},{\"skill\":\"Interdisciplinary Collaboration\",\"category\":\"Business\",\"subcategory\":\"People Management\"},{\"skill\":\"Troubleshooting (Problem Solving)\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Process Flow Diagrams\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Biology\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":1580,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:DelftX+SGS1x+3T2021\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Delft University of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"arjan-knulst\",\"jenny-dankelman-2\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":50,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1609772950,\"goLiveDate\":1764802800,\"modifiedDate\":1764877727},{\"id\":\"cd2ca8ed-468e-4ea7-9f5b-983e3b6b45ec\",\"productUuid\":\"90a15103-767d-42ca-ba2f-6f4c892d6f4c\",\"objectID\":\"course-90a15103-767d-42ca-ba2f-6f4c892d6f4c\",\"productName\":\"A Hands-on Introduction to Engineering Simulations\",\"productSlug\":\"learn/engineering/cornell-university-a-hands-on-introduction-to-engineering-simulations\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/90a15103-767d-42ca-ba2f-6f4c892d6f4c-2222edeb0de6.jpg\",\"productType\":\"Course\",\"attributes\":[\"Engineering\"],\"partnerName\":\"Cornell University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/99661642-a500-4988-bd1b-97877bd6e232-6903c8a95279.png\",\"fullDescription\":\"$e8\",\"shortDescription\":\"\u003cp\u003eLearn how to analyze real-world engineering problems using Ansys simulation software and gain important professional skills sought by employers.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eBig ideas in finite-element analysis and computational fluid dynamics\u003c/li\u003e\\n\u003cli\u003eFluid dynamics simulations using Ansys Fluent™\u003c/li\u003e\\n\u003cli\u003eStructural mechanics simulations using Ansys Mechanical™\u003c/li\u003e\\n\u003cli\u003eMathematical models underlying simulations\u003c/li\u003e\\n\u003cli\u003eBuilding simulations of real-world applications using Ansys® software\u003c/li\u003e\\n\u003cli\u003eVerification and validation of simulations including checking against hand calculations\u003c/li\u003e\\n\u003cli\u003eHow to approach engineering analysis and simulations like an expert\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"CornellX\"],\"lastUpdated\":\"2026-06-02T13:55:37.671Z\",\"created\":\"2025-04-07T19:36:28.706Z\",\"hash\":\"1b272a2a2ec3e9496fb60ab065e64ac69ff733144331eaa819781dd852127ba2\",\"skills\":[\"Ansys Simulation Software\",\"Computational Fluid Dynamics\",\"Finite Element Methods\",\"Fluid Dynamics\",\"Industry Practices\",\"Physics\",\"Simulations\",\"Structural Mechanics\"],\"skillsData\":[{\"skill\":\"Ansys Simulation Software\",\"category\":\"Engineering\",\"subcategory\":\"Simulation and Simulation Software\"},{\"skill\":\"Simulations\",\"category\":\"Engineering\",\"subcategory\":\"Simulation and Simulation Software\"},{\"skill\":\"Physics\",\"category\":\"Science and Research\",\"subcategory\":\"Physics\"},{\"skill\":\"Fluid Dynamics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Structural Mechanics\",\"category\":\"Engineering\",\"subcategory\":\"Civil and Architectural Engineering\"},{\"skill\":\"Computational Fluid Dynamics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Industry Practices\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Finite Element Methods\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":9326,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:CornellX+ENGR2000X+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Cornell University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"rajesh-bhaskaran\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":199,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1571167767,\"goLiveDate\":null,\"modifiedDate\":1737363531},{\"id\":\"1c2b5ab0-fa52-42cf-a05f-ca0d1d4b96d7\",\"productUuid\":\"fd2b565f-8730-4264-957a-3fbfa1b649b0\",\"objectID\":\"course-fd2b565f-8730-4264-957a-3fbfa1b649b0\",\"productName\":\"Introduction to Aeronautical Engineering\",\"productSlug\":\"learn/aeronautical-engineering/delft-university-of-technology-introduction-to-aeronautical-engineering\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/fd2b565f-8730-4264-957a-3fbfa1b649b0-a009c3f10751.jpg\",\"productType\":\"Course\",\"attributes\":[\"Engineering\"],\"partnerName\":\"Delft University of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"fullDescription\":\"$e9\",\"shortDescription\":\"\u003cp\u003eCome discover the fascinating world of flying through the exploration of aeronautics, aerodynamics and flight mechanics!\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eThe impact of the history of flight on aircraft today.\u003c/li\u003e\\n\u003cli\u003eHow the earth's atmosphere can be modelled and how we can use this for aircraft design.\u003c/li\u003e\\n\u003cli\u003eStability, structures, navigation and propulsion of aircraft.\u003c/li\u003e\\n\u003cli\u003eThe fundamental aerodynamic concepts for flying an aircraft.\u003c/li\u003e\\n\u003cli\u003eHow airfoils and wings generate lift.\u003c/li\u003e\\n\u003cli\u003eFlight mechanics of aircraft.\u003c/li\u003e\\n\u003cli\u003eHow aircraft can optimally climb, descend and cruise.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"DelftX\"],\"lastUpdated\":\"2026-06-02T13:55:35.594Z\",\"created\":\"2025-04-07T19:36:28.362Z\",\"hash\":\"eadc59a76786bc97fdca50a1a78dd711a5f5b0163075e1e0bed53c5cf75f141a\",\"skills\":[\"Aerodynamics\",\"Aerospace Engineering\",\"Curiosity\",\"Mechanics\",\"Propulsion\"],\"skillsData\":[{\"skill\":\"Aerospace Engineering\",\"category\":\"Engineering\",\"subcategory\":\"Aerospace Engineering\"},{\"skill\":\"Mechanics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Aerodynamics\",\"category\":\"Engineering\",\"subcategory\":\"Aerospace Engineering\"},{\"skill\":\"Propulsion\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Curiosity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":2508,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:DelftX+AE1110x+2T2015\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Delft University of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"jacco-m-hoekstra\",\"jos-sinke\",\"mark-voskuijl\",\"nando-timmer\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":169,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1570826615,\"goLiveDate\":1752703200,\"modifiedDate\":1752850783},{\"id\":\"3c7ee557-4abc-4876-9fd9-146df156d33c\",\"productUuid\":\"dad58c2c-6335-4d9c-ad02-22d604855bfc\",\"objectID\":\"course-dad58c2c-6335-4d9c-ad02-22d604855bfc\",\"productName\":\"Java Programming Fundamentals\",\"productSlug\":\"learn/java/universidad-galileo-java-programming-fundamentals\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/dad58c2c-6335-4d9c-ad02-22d604855bfc-36487349ee17.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Computer Science\",\"Engineering\"],\"partnerName\":\"Universidad Galileo\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/bc4110ab-affc-4aa3-9b65-f3df49e6379f-5fbf95d129d1.png\",\"fullDescription\":\"\u003cp\u003eJava is one of the most in-demand programming languages today. This course is designed to provide students the basic skills and knowledge on Java. \u003c/p\u003e\\n\u003cp\u003eLearn how to solve programming problems using functions, for loops, conditional statements, recursive algorithms, and learn about the Object-Oriented Paradigm (OPP).\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eYour career as a program developer starts here. Gain entry-level programing skills in Java language, and prepare yourself to handle any task that is required in any programming job.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eUnderstand the basic mechanisms of the OOP paradigm: classes, interfaces, inheritance, polymorphism, etc.\u003c/li\u003e\\n\u003cli\u003eDevelop programs with conditionals and loops\u003c/li\u003e\\n\u003cli\u003eDesign and implement recursive algorithms\u003c/li\u003e\\n\u003cli\u003eWrite, compile and run basic Java applications.\u003c/li\u003e\\n\u003cli\u003eUse networking interfaces to communicate different programs\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GalileoX\"],\"lastUpdated\":\"2026-06-02T13:55:39.745Z\",\"created\":\"2025-04-07T19:36:28.752Z\",\"hash\":\"d7c458e024a8e53330630798c299a4d7bf38cb8abc1fbd5fc17c427413286d01\",\"skills\":[\"Algorithms\",\"Conditional Statements\",\"Java (Programming Language)\",\"Object Oriented Programming And Systems\",\"Object-Oriented Programming (OOP)\"],\"skillsData\":[{\"skill\":\"Object Oriented Programming And Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Conditional Statements\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Java (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Java\"},{\"skill\":\"Object-Oriented Programming (OOP)\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":411,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GalileoX+Progra001+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Universidad Galileo\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"jorge-vargas\",\"victor-orozco\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":39,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1574200831,\"goLiveDate\":1766383200,\"modifiedDate\":1766504154}]},{\"subcategoryLabel\":\"Environmental Studies\",\"productUuids\":[\"ed3aa6cc-9a82-4a39-965d-ef730ad95eb7\",\"3ee3be46-26a9-4594-bd90-1a91386c534a\",\"520c39be-89c1-4cad-9e9b-ff1f0cdc8b99\",\"6e203b84-6858-4a91-8df9-0e28e6fd1d9a\",\"1fbfd3aa-7525-4148-8b1f-c78381ef04cf\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"9b625fab-42aa-401c-9b0c-08fc042017f4\",\"productUuid\":\"ed3aa6cc-9a82-4a39-965d-ef730ad95eb7\",\"objectID\":\"course-ed3aa6cc-9a82-4a39-965d-ef730ad95eb7\",\"productName\":\"Solid Waste Management\",\"productSlug\":\"learn/waste-management/world-bank-group-solid-waste-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ed3aa6cc-9a82-4a39-965d-ef730ad95eb7-e9b5d1ed4563.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"World Bank Group\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/3ca455dc-4c90-4097-9203-d647e3e70771-af804add6293.png\",\"fullDescription\":\"$ea\",\"shortDescription\":\"\u003cp\u003eSolid waste is one of the most pressing issues of our time. World over, people are generating greater amounts of garbage without much thought. The phrase “out of sight, out of mind” holds true for many of us when it comes to waste issues. Once garbage leaves our homes and offices and factories, do we really consider what happens to it, who’s collecting it, or what impact it’s having on our environment and our health?\u003c/p\u003e\",\"productOverview\":\"$eb\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"WBGx\"],\"lastUpdated\":\"2026-06-02T13:55:38.158Z\",\"created\":\"2025-04-07T19:36:28.564Z\",\"hash\":\"8b94fe9f1be0c2582aba476035cdef89a22784590c8e02456df40d0458e6fa7f\",\"skills\":[\"Boosting\",\"Infrastructure\",\"Solid Waste Management\",\"Sustainability\",\"Urbanization\",\"Waste Collection\",\"Waste Management\"],\"skillsData\":[{\"skill\":\"Boosting\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Waste Collection\",\"category\":\"Environment\",\"subcategory\":\"Waste Management\"},{\"skill\":\"Sustainability\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Solid Waste Management\",\"category\":\"Environment\",\"subcategory\":\"Waste Management\"},{\"skill\":\"Infrastructure\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Urbanization\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Waste Management\",\"category\":\"Environment\",\"subcategory\":\"Waste Management\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":635,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:WBGx+SWM2001x+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"World Bank Group\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"world-banks-open-learning-campus-3\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":5,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1576234872,\"goLiveDate\":1581445800,\"modifiedDate\":1731962156},{\"id\":\"49510cd7-98c6-4795-9ab7-fed12acbbc77\",\"productUuid\":\"3ee3be46-26a9-4594-bd90-1a91386c534a\",\"objectID\":\"course-3ee3be46-26a9-4594-bd90-1a91386c534a\",\"productName\":\"Energy Within Environmental Constraints\",\"productSlug\":\"learn/environmental-science/harvard-university-energy-within-environmental-constraints\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3ee3be46-26a9-4594-bd90-1a91386c534a-ccf0b9afbb2c.jpg\",\"productType\":\"Course\",\"attributes\":[\"Economics \u0026 Finance\",\"Engineering\",\"Environmental Studies\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$ec\",\"shortDescription\":\"\u003cp\u003eA quantitative introduction to the energy system and its environmental impacts.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eThe basic engineering, environmental science, and economics of our energy system.\u003c/li\u003e\\n\u003cli\u003eAworking understanding of energy technologies.\u003c/li\u003e\\n\u003cli\u003eEnvironmental impacts of the energy system, focusing on air pollution, climate change, and land use.\u003c/li\u003e\\n\u003cli\u003eTechniques for estimating monetary costs andcarbon impacts.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.650Z\",\"created\":\"2025-04-07T19:36:28.695Z\",\"hash\":\"3b933a474e892a12ddec7de9aa8d640be693a46f5aa6792898ca4887a8321c3e\",\"skills\":[\"Energetic\",\"Energy Production\",\"Environmentalism\",\"Operating Cost\"],\"skillsData\":[{\"skill\":\"Energy Production\",\"category\":\"Energy and Utilities\",\"subcategory\":\"Energy Management\"},{\"skill\":\"Operating Cost\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Environmentalism\",\"category\":\"Environment\",\"subcategory\":\"Conservation\"},{\"skill\":\"Energetic\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3621,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+ENGSCI137x+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"daniel-thorpe\",\"david-keith\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1568211569,\"goLiveDate\":1753243200,\"modifiedDate\":1750424159},{\"id\":\"b6ee3682-b0be-4904-9bdf-6ec01e5aa960\",\"productUuid\":\"520c39be-89c1-4cad-9e9b-ff1f0cdc8b99\",\"objectID\":\"course-520c39be-89c1-4cad-9e9b-ff1f0cdc8b99\",\"productName\":\"Transforming Our World: Achieving the Sustainable Development Goals\",\"productSlug\":\"learn/sustainable-development/sdg-academy-transforming-our-world-achieving-the-sustainable-development-goals\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/520c39be-89c1-4cad-9e9b-ff1f0cdc8b99-27b2c1c2e54f.jpg\",\"productType\":\"Course\",\"attributes\":[\"Education \u0026 Teacher Training\",\"Environmental Studies\",\"Social Sciences\"],\"partnerName\":\"SDG Academy\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0152661c-94b4-44ff-ad5d-54528339c1b0-516950c54c28.png\",\"fullDescription\":\"$ed\",\"shortDescription\":\"\u003cp\u003eWhat will it take to achieve the Sustainable Development Goals by 2030?\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eWhat are the Sustainable Development Goals?\u003c/li\u003e\\n\u003cli\u003eHow modern advancements and connectivity can help us achieve the goals\u003c/li\u003e\\n\u003cli\u003eThe importance of sustainable development\u003c/li\u003e\\n\u003cli\u003eWhy you should care about the Sustainable Development Goals – as a corporation, as a university, as an individual\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SDGAcademyX\"],\"lastUpdated\":\"2026-06-02T13:55:37.496Z\",\"created\":\"2025-04-07T19:36:28.382Z\",\"hash\":\"aa8d68e944d5a5d5068762074571a09dfee8ded642bdebf488e2081332766a15\",\"skills\":[\"Corporate Sustainability\",\"Sustainability\",\"Sustainable Development\"],\"skillsData\":[{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Sustainability\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Corporate Sustainability\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":1760,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:SDGAcademyX+TOW001+3T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"SDG Academy\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"jeffrey-d-sachs\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":39,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1572026046,\"goLiveDate\":1755619200,\"modifiedDate\":1755766157},{\"id\":\"513aaf4e-f3a8-4917-b1c4-adcc9f9c76bb\",\"productUuid\":\"6e203b84-6858-4a91-8df9-0e28e6fd1d9a\",\"objectID\":\"course-6e203b84-6858-4a91-8df9-0e28e6fd1d9a\",\"productName\":\"e-Learning on Digital Agriculture\",\"productSlug\":\"learn/agriculture/world-bank-group-e-learning-on-digital-agriculture\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/6e203b84-6858-4a91-8df9-0e28e6fd1d9a-ffc40c851fd0.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Environmental Studies\"],\"partnerName\":\"World Bank Group\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/3ca455dc-4c90-4097-9203-d647e3e70771-af804add6293.png\",\"fullDescription\":\"$ee\",\"shortDescription\":\"\u003cp\u003eAgriculture is no exception to digital revolution, going beyond a simple adoption of Information and Communication Technologies (ICTs). According to ICRISAT, digital agriculture is defined as “ICT and data ecosystems to support the development and delivery of timely, targeted information and services to make farming profitable and sustainable while delivering safe nutritious and affordable food for all.”\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eGain a solid understanding of core concepts of DAT and ICT in agriculture, with a focus on used cases and potential impact.\u003c/li\u003e\\n\u003cli\u003eLearn about digital tools enhancing on-farm productivity.\u003c/li\u003e\\n\u003cli\u003eUnderstand how to empower smallholder farmers through ICT/Digital Tools in market access and financial services.\u003c/li\u003e\\n\u003cli\u003eGain awareness of the forward-looking technologies and their scope in agriculture – artificial intelligence, remote sensing, crowdsourcing, and big data analytics.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"WBGx\"],\"lastUpdated\":\"2026-06-02T13:55:38.072Z\",\"created\":\"2025-04-07T19:36:28.581Z\",\"hash\":\"eb80dfa9b158d40a7c7b5fd8130aeeaed407f020023d4c747e622580c98ba224\",\"skills\":[\"Agriculture\",\"Communication\",\"Operations\",\"Resilience\",\"Solar Application\",\"Technology Ecosystems\"],\"skillsData\":[{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Technology Ecosystems\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Agriculture\",\"category\":\"Agriculture, Horticulture, and Landscaping\",\"subcategory\":\"Agricultural Management and Operations\"},{\"skill\":\"Solar Application\",\"category\":\"Energy and Utilities\",\"subcategory\":\"Solar Energy\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1400,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:WBGx+DAT2001x+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"World Bank Group\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"olc-wbgx-2\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":5,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1576496911,\"goLiveDate\":1581445800,\"modifiedDate\":1731962150},{\"id\":\"49d599d1-200f-4a12-bdd3-59c8123db71f\",\"productUuid\":\"1fbfd3aa-7525-4148-8b1f-c78381ef04cf\",\"objectID\":\"course-1fbfd3aa-7525-4148-8b1f-c78381ef04cf\",\"productName\":\"Sustainable Cities\",\"productSlug\":\"learn/sustainability/sdg-academy-sustainable-cities\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/1fbfd3aa-7525-4148-8b1f-c78381ef04cf-be7cb7da3a52.jpg\",\"productType\":\"Course\",\"attributes\":[\"Architecture\",\"Design\",\"Environmental Studies\"],\"partnerName\":\"SDG Academy\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0152661c-94b4-44ff-ad5d-54528339c1b0-516950c54c28.png\",\"fullDescription\":\"$ef\",\"shortDescription\":\"\u003cp\u003eLearn how government, the private sector, and other actors can support sustainable urban development\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eAn overview of governance, land management, utilities, and other entities that make up urban systems\u003c/li\u003e\\n\u003cli\u003eUnderstanding how poverty, health, economic opportunity, and other people-focused issues impact urban systems and development\u003c/li\u003e\\n\u003cli\u003eHow technology is shaping transportation, energy, urban resilience, and more\u003c/li\u003e\\n\u003cli\u003eCase studies of major cities in the Global North and South\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SDGAcademyX\"],\"lastUpdated\":\"2026-06-02T13:55:37.201Z\",\"created\":\"2025-04-07T19:36:28.476Z\",\"hash\":\"90a7e0080dba896cd6bdc027d7982606c6ec4f8bce5e80a70d1257ae692f9959\",\"skills\":[\"Economics\",\"Infrastructure\",\"Public Policies\",\"Real Estate\",\"Real Estate Development\",\"Resilience\",\"Sustainability\",\"Sustainable Business\",\"Sustainable Development\",\"Telecommunications\",\"Urban Sustainability\"],\"skillsData\":[{\"skill\":\"Real Estate\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Sales\"},{\"skill\":\"Infrastructure\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Public Policies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Urban Sustainability\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Urban and Regional Planning\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Telecommunications\",\"category\":\"Information Technology\",\"subcategory\":\"Telecommunications\"},{\"skill\":\"Sustainability\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Sustainable Business\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Real Estate Development\",\"category\":\"Property and Real Estate\",\"subcategory\":\"Real Estate Development\"},{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":9,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":783,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:SDGAcademyX+SC001+1T2019\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"SDG Academy\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"aromar-revi\",\"david-satterthwaite\",\"debra-roberts\",\"edgar-pieterse\",\"eugenie-birch\",\"jeffrey-d-sachs\",\"joshua-castellino\",\"michael-cohen\",\"peter-newman\",\"raf-tuts\",\"sheela-patel\",\"susan-parnell\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":59,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1567783543,\"goLiveDate\":1755532800,\"modifiedDate\":1755681307}]},{\"subcategoryLabel\":\"Humanities\",\"productUuids\":[\"941c1967-d0ee-49bc-b3c5-e6ccf4681f2a\",\"b7d37bb2-5f79-4792-89e0-cf5ec68203f9\",\"239e085d-8118-43bd-bd46-5820e7242151\",\"eecc087c-2bfa-4b26-81d6-a6bf6a6b246c\",\"c6ad9bb7-cafc-48c8-92e5-5f0900460e66\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"075a2c2d-f54f-49e2-b714-670a015db4d4\",\"productUuid\":\"941c1967-d0ee-49bc-b3c5-e6ccf4681f2a\",\"objectID\":\"course-941c1967-d0ee-49bc-b3c5-e6ccf4681f2a\",\"productName\":\"Rhetoric: The Art of Persuasive Writing and Public Speaking\",\"productSlug\":\"learn/rhetoric/harvard-university-rhetoric-the-art-of-persuasive-writing-and-public-speaking\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/941c1967-d0ee-49bc-b3c5-e6ccf4681f2a-14ac60434ff5.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Communication\",\"History\",\"Humanities\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$f0\",\"shortDescription\":\"\u003cp\u003eGain critical communication skills in writing and public speaking with this introduction to American political rhetoric.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eWhen and how to employ a variety of rhetorical devices in writing and speaking\u003c/li\u003e\\n\u003cli\u003eHow to differentiate between argument and rhetorical technique\u003c/li\u003e\\n\u003cli\u003eHow to write a persuasive opinion editorial and short speech\u003c/li\u003e\\n\u003cli\u003eHow to evaluate the strength of an argument\u003c/li\u003e\\n\u003cli\u003eHow to identify logical fallacies in arguments\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.056Z\",\"created\":\"2025-04-07T19:36:28.678Z\",\"hash\":\"758c648f1268451da86627c6e0c1f91f23afd27d594e5b28d9e77c6f230e08f6\",\"skills\":[\"Artificial Intelligence\",\"Communication\",\"Economics\",\"Persuasive Communication\",\"Persuasive Writing\",\"Public Speaking\",\"Rhetoric\",\"Writing\"],\"skillsData\":[{\"skill\":\"Persuasive Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Rhetoric\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Persuasive Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Public Speaking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":22709,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+AESTHINT15+3T2019\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"james-engell\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211821,\"goLiveDate\":1773806400,\"modifiedDate\":1768336531},{\"id\":\"72a13a2c-1308-42bc-9266-1067bce48428\",\"productUuid\":\"b7d37bb2-5f79-4792-89e0-cf5ec68203f9\",\"objectID\":\"course-b7d37bb2-5f79-4792-89e0-cf5ec68203f9\",\"productName\":\"Justice\",\"productSlug\":\"learn/justice/harvard-university-justice\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b7d37bb2-5f79-4792-89e0-cf5ec68203f9-ad98268b4db1.jpg\",\"productType\":\"Course\",\"attributes\":[\"Humanities\",\"Philosophy \u0026 Ethics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"\u003cp\u003eTaught by lauded Harvard professor Michael Sandel, Justice explores critical analysis of classical and contemporary theories of justice, including discussion of present-day applications. Topics include affirmative action, income distribution, same-sex marriage, the role of markets, debates about rights (human rights and property rights), arguments for and against equality, dilemmas of loyalty in public and private life. The course invites learners to subject their own views on these controversies to critical examination.\u003c/p\u003e\\n\u003cp\u003eThe principal readings for the course are texts by Aristotle, John Locke, Immanuel Kant, John Stuart Mill, and John Rawls. Other assigned readings include writings by contemporary philosophers, court cases, and articles about political controversies that raise philosophical questions.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eThis introduction to moral and political philosophy is one of the most popular courses taught at Harvard College.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eThe fundamentals of political philosophy\u003c/li\u003e\\n\u003cli\u003eAn understanding of social justice and criminal justice, and the roles they play in the modern justice system\u003c/li\u003e\\n\u003cli\u003eA deeper sense of the philosophy that underlies modern issues such as affirmative action, same sex marriage, and equality\u003c/li\u003e\\n\u003cli\u003eThe ability to better articulate and evaluate philosophical arguments and ask philosophical questions\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.651Z\",\"created\":\"2025-04-07T19:36:28.732Z\",\"hash\":\"7a7e6c9b397a663bd30a527ae66cc47490b8efb8083b94a109c2831ea234e4f3\",\"skills\":[\"Critical Thinking\",\"Political Philosophy\",\"Property Rights\"],\"skillsData\":[{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Political Philosophy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Property Rights\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Property Law\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":12,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":21279,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+ER22.1x+2015T3\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"michael-j-sandel\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1567098595,\"goLiveDate\":1762923600,\"modifiedDate\":1759241472},{\"id\":\"526d814c-a2a7-4f47-955f-18e6e8fa0527\",\"productUuid\":\"239e085d-8118-43bd-bd46-5820e7242151\",\"objectID\":\"course-239e085d-8118-43bd-bd46-5820e7242151\",\"productName\":\"Introduction To Music Theory\",\"productSlug\":\"learn/music-theory/berklee-college-of-music-introduction-to-music-theory\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/239e085d-8118-43bd-bd46-5820e7242151-6b0d734f0380.jpg\",\"productType\":\"Course\",\"attributes\":[\"Humanities\",\"Music\"],\"partnerName\":\"Berklee College of Music\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/267a63a9-5bc3-4b49-8bc0-f31b39b45f53-9778ab6db7ca.png\",\"fullDescription\":\"\u003cp\u003eDo you have a passion for music and want to learn more about how it works? Are you a musician who learned by ear and has no formal training? Would you like to study music but are unsure of where to begin? Then this music theory course is for you. This course includes six lessons that will give you the knowledge and skills you need to understand basic music theory. You’ll learn from Berklee College of Music professor George W. Russell, Jr. and from Berklee students who share their musical journey and offer advice for those wanting to study music. Above all, the course is designed to impart the joy of creating music and sharing it with others.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn key concepts and approaches needed to understand, create, and perform contemporary music.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHow to construct major and minor scales\u003c/li\u003e\\n\u003cli\u003eHow to identify, analyze, and sing intervals\u003c/li\u003e\\n\u003cli\u003eHow to identify the tonal center of a song\u003c/li\u003e\\n\u003cli\u003eHow to build basic major, minor, and dominant seventh chords\u003c/li\u003e\\n\u003cli\u003eHow to create a common chord progression - the I IV V\u003c/li\u003e\\n\u003cli\u003eHow to recognize blues and AABA song forms\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"BerkleeX\"],\"lastUpdated\":\"2026-06-02T13:55:34.298Z\",\"created\":\"2025-04-07T19:36:28.669Z\",\"hash\":\"5cdbdb838e4642e504169495a4ac3aa2c148bed6b627dcfd256e7ee2e0ebf5b4\",\"skills\":[\"Music Theory\"],\"skillsData\":[{\"skill\":\"Music Theory\",\"category\":\"Performing Arts\",\"subcategory\":\"Music\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2422,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:BerkleeX+OHARM100x+1T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Berklee College of Music\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"george-russell-jr\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":59,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1572032256,\"goLiveDate\":1758513600,\"modifiedDate\":1758617970},{\"id\":\"1ae7aee6-8fad-46e5-bfab-f006eb2535ce\",\"productUuid\":\"eecc087c-2bfa-4b26-81d6-a6bf6a6b246c\",\"objectID\":\"course-eecc087c-2bfa-4b26-81d6-a6bf6a6b246c\",\"productName\":\"Terrorism and Counterterrorism\",\"productSlug\":\"learn/counterterrorism/georgetown-university-terrorism-and-counterterrorism\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/eecc087c-2bfa-4b26-81d6-a6bf6a6b246c-d3dc945d7389.jpg\",\"productType\":\"Course\",\"attributes\":[\"History\",\"Humanities\",\"Philosophy \u0026 Ethics\"],\"partnerName\":\"Georgetown University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/300a9275-e360-4599-92db-8c2222d5f614-712b2867e667.png\",\"fullDescription\":\"\u003cp\u003eTerrorism has gone from a persistent yet marginal security concern to one of the most important security problems of our day. There are few countries that do not suffer from some form of terrorism. Though many attempts at terrorism fail, some groups wage lengthy and bloody campaigns and, in exceptional cases, kill hundreds or even thousands in pursuit of their ends.\u003c/p\u003e\\n\u003cp\u003eThis course on terrorism will explore the nuances involved in defining terrorism; the nature of Al Qaeda, Hamas, the Islamic State, and other important groups; the effectiveness of different counterterrorism tools; terrorist recruiting, counterterrorism and the rule of law; the political context in South Asia and the Middle East; and the terrorist use of technology.\u003c/p\u003e\\n\u003cp\u003eFor those interested in an abbreviated version of this course, the 3-section course Terrorism and Counterterrorism: An Introduction is available \u003ca href=\\\"https://www.edx.org/course/terrorism-and-counterterrorism-an-introduction\\\"\u003ehere\u003c/a\u003e.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eWhat is the danger of terrorism, and how can the world respond effectively?\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eRecall the working definitions of terrorism and recognize their analytic limits\u003c/li\u003e\\n\u003cli\u003eIdentify a range of causes of terrorism\u003c/li\u003e\\n\u003cli\u003eUnderstand the strategies and tactics of terrorist groups such as Al Qaeda, Hamas, and the Islamic State\u003c/li\u003e\\n\u003cli\u003eIdentify important terrorist groups in the Middle East and South Asia with an understanding of their strengths, weaknesses, and overall effectiveness; these include Palestinian groups, Pakistani groups, and Al-Qaeda\u003c/li\u003e\\n\u003cli\u003eUnderstand how counterterrorism is constrained in a democratic society and several important legal debates related to counterterrorism\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GeorgetownX\"],\"lastUpdated\":\"2026-06-02T13:55:39.745Z\",\"created\":\"2025-04-07T19:36:28.531Z\",\"hash\":\"8a561011a565db30278c9286282de6ebc6f46f1fd39c98ed7c5dd606ef0b2ede\",\"skills\":[\"Counter-Terrorism\"],\"skillsData\":[{\"skill\":\"Counter-Terrorism\",\"category\":\"Public Safety and National Security\",\"subcategory\":\"Physical Security\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":366,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:GeorgetownX+GUIX-501-03x+3T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Georgetown University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"bruce-hoffman\",\"christine-fair\",\"daniel-byman\",\"jordan-abu-sirriya\",\"paul-pillar\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":59,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1568822080,\"goLiveDate\":null,\"modifiedDate\":1731959449},{\"id\":\"403d6eed-e977-4a91-a20b-31dc67aea569\",\"productUuid\":\"c6ad9bb7-cafc-48c8-92e5-5f0900460e66\",\"objectID\":\"course-c6ad9bb7-cafc-48c8-92e5-5f0900460e66\",\"productName\":\"English Grammar and Style\",\"productSlug\":\"learn/grammar/the-university-of-queensland-english-grammar-and-style\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/c6ad9bb7-cafc-48c8-92e5-5f0900460e66-5ab5f1eef36d.jpg\",\"productType\":\"Course\",\"attributes\":[\"Humanities\",\"Language\",\"Literature\"],\"partnerName\":\"The University of Queensland\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8554749f-b920-4d7f-8986-af6bb95290aa-f336c6a2ca11.png\",\"fullDescription\":\"\u003cp\u003eWith the rise of social media and the Internet, many people are writing more today for different mediums than ever before. We'll present materials that cover grammatical principles, word usage, writing style, sentence and paragraph structure, and punctuation. We'll introduce you to some marvelous resources that we have annotated for your guidance. We'll show you video clips of interviews conducted with distinguished grammarians, challenge you with quizzes and writing activities that will give you strategies to help you to build skills that will enhance the quality of your writing, and invite you to participate in discussions and assess the work of your peers.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn key concepts and strategies in grammar and style to help enhance your writing and confidently respond to the demand of high levels of literacy in the 21st century.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHow to reliably identify the roles and relationships of words in a sentence\u003c/li\u003e\\n\u003cli\u003eMastery of grammatical concepts and syntactical strategies\u003c/li\u003e\\n\u003cli\u003eHow to apply this knowledge to produce coherent, economical, and compelling writing\u003c/li\u003e\\n\u003cli\u003eSkills in critiquing and editing your own and others' writing\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UQx\"],\"lastUpdated\":\"2026-06-02T13:55:34.642Z\",\"created\":\"2025-04-07T19:36:28.419Z\",\"hash\":\"d9b192249e4719d4611dbacf700fa2e48dfd90c2acbf99823131b5c159b49fc7\",\"skills\":[\"Grammar\",\"Punctuation and Capitalization\",\"Writing\"],\"skillsData\":[{\"skill\":\"Punctuation and Capitalization\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Grammar\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":6926,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UQx+Write101x+1T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The University of Queensland\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"roslyn-petelin\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":129,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1565276739,\"goLiveDate\":1671080400,\"modifiedDate\":1778670444}]},{\"subcategoryLabel\":\"Communication\",\"productUuids\":[\"9174e129-e6f3-4bc8-8a12-ea286d670e71\",\"b05291d7-fbff-4520-8371-7ffdcda326c4\",\"ee4f4f12-e6ec-45ac-94df-b90b4b022903\",\"d61d7a1f-3333-4169-a786-92e2bf690c6f\",\"38040d47-4cf1-4098-b389-2743638268be\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"ce00d800-6fe8-4f86-a0a4-1d1c015bd604\",\"productUuid\":\"9174e129-e6f3-4bc8-8a12-ea286d670e71\",\"objectID\":\"course-9174e129-e6f3-4bc8-8a12-ea286d670e71\",\"productName\":\"Leaders of Learning\",\"productSlug\":\"learn/leadership/harvard-university-leaders-of-learning\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/9174e129-e6f3-4bc8-8a12-ea286d670e71-23e286087155.jpg\",\"productType\":\"Course\",\"attributes\":[\"Communication\",\"Education \u0026 Teacher Training\",\"Social Sciences\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$f1\",\"shortDescription\":\"\u003cp\u003eExplore and understand your own theories of learning and leadership. Gain the tools to imagine and build the future of learning.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHow to define your personal theory of learning\u003c/li\u003e\\n\u003cli\u003eWhat leadership looks like in different learning environments\u003c/li\u003e\\n\u003cli\u003eHow an organization's structure reflects its theories of learning\u003c/li\u003e\\n\u003cli\u003eHow physical and digital design shape learning\u003c/li\u003e\\n\u003cli\u003eHow neuroscience will affect the future of learning\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.808Z\",\"created\":\"2025-04-07T19:36:28.700Z\",\"hash\":\"229c1fc700dc2d667796eb3cdee66df7fadbc7ae389777d59c3c52492cf6d8a9\",\"skills\":[\"Leadership\",\"Organizational Structure\"],\"skillsData\":[{\"skill\":\"Organizational Structure\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4830,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+GSE2x+1T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"richard-elmore\"],\"tags\":[\"fugazi-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":3,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1567532241,\"goLiveDate\":1752638400,\"modifiedDate\":1750079768},{\"id\":\"5ad6836f-ddaf-40de-b5c8-97ed969255de\",\"productUuid\":\"b05291d7-fbff-4520-8371-7ffdcda326c4\",\"objectID\":\"course-b05291d7-fbff-4520-8371-7ffdcda326c4\",\"productName\":\"Basic Spanish 1: Getting Started\",\"productSlug\":\"learn/language/universitat-politecnica-de-valencia-basic-spanish-1-getting-started\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/b05291d7-fbff-4520-8371-7ffdcda326c4-29e3b788d03a.jpg\",\"productType\":\"Course\",\"attributes\":[\"Communication\",\"Education \u0026 Teacher Training\",\"Language\"],\"partnerName\":\"Universitat Politècnica de València\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/518a47f2-66fb-4529-8902-a4f7ca3002ef-32e55d44aff3.png\",\"fullDescription\":\"\u003cp\u003eThis 7-week Spanish language course is aimed at students who would like to learn conversational Spanish starting with Spanish basics. The course introduces everyday language and includes activities to practice all four language skills: reading comprehension, writing, listening comprehension and speaking.\u003c/p\u003e\\n\u003cp\u003eThis course will introduce you to the A1 proficiency level as described in the Common European Framework of Reference for Languages (CEFRL, Council of Europe 2001). After completing this course, you will be prepared to introduce yourself, ask basic questions, and conduct a brief conversation in Spanish.\u003c/p\u003e\\n\u003cp\u003eThis course uses reference materials, cultural notes, grammar explanations, functions of language, etc. Students will be able to monitor their progress by taking a number of performance tests and a final achievement test.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn Spanish and explore Spanish culture in this introductory language course, designed for English speakers.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eBasic conversational skills\u003c/li\u003e\\n\u003cli\u003eThe alphabet and numbers\u003c/li\u003e\\n\u003cli\u003eHow to describe your nationality, your likes, and your family\u003c/li\u003e\\n\u003cli\u003eUsing the verb \u003cem\u003eto be\u003c/em\u003e ; Basic conjugation\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UPValenciaX\"],\"lastUpdated\":\"2026-06-02T13:55:33.538Z\",\"created\":\"2025-04-07T19:36:28.367Z\",\"hash\":\"f0a3ba682bd001ac22a39ed9ddcdf2947ee05d2bd56b71182f4af860037cddff\",\"skills\":[\"English Language\",\"Grammar\",\"Language Education\",\"Listening Skills\",\"Reading Comprehension\",\"Spanish Culture\",\"Spanish Language\",\"Writing\"],\"skillsData\":[{\"skill\":\"Language Education\",\"category\":\"Language\",\"subcategory\":\"Language Teaching\"},{\"skill\":\"Spanish Culture\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Reading Comprehension\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Spanish Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"English Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Grammar\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Listening Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":6772,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UPValenciaX+BSP101x+3T2015\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Universitat Politècnica de València\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"Spanish - Spain (Modern)\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"begona-garcia-migura\",\"dra-virginia-gonzalez\",\"ms-cristina-navarro\",\"prof-ana-gimeno\"],\"tags\":[\"fugazi-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":29,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1565121369,\"goLiveDate\":1771369200,\"modifiedDate\":1771441229},{\"id\":\"787efa38-00c5-48da-adfb-d99b95e77401\",\"productUuid\":\"ee4f4f12-e6ec-45ac-94df-b90b4b022903\",\"objectID\":\"course-ee4f4f12-e6ec-45ac-94df-b90b4b022903\",\"productName\":\"TOEFL iBT Australia Test Preparation: The Insider’s Guide\",\"productSlug\":\"learn/test-prep/educational-testing-service-toefl-r-test-preparation-the-insiders-guide\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ee4f4f12-e6ec-45ac-94df-b90b4b022903-aaf6257f767b.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Communication\",\"Education \u0026 Teacher Training\",\"Language\"],\"partnerName\":\"Educational Testing Service\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9d9e1a30-c34d-4ad1-8c5a-d2410db8c123-8beea336c2a4.png\",\"fullDescription\":\"$f2\",\"shortDescription\":\"\u003cul\u003e\\n\u003cli\u003ePrepare for the TOEFL iBT Australia test and learn how to improve your score and English language skills from the experts who create the exam.\u003c/li\u003e\\n\u003c/ul\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHow to improve your English language skills\u003c/li\u003e\\n\u003cli\u003eHow to effectively navigate the four sections of the TOEFL iBT test: \u003cul\u003e\\n\u003cli\u003eReading, Listening, Speaking and Writing\u003c/li\u003e\\n\u003c/ul\u003e\\n\u003c/li\u003e\\n\u003cli\u003eTips to help you prepare for the TOEFL iBT test\u003c/li\u003e\\n\u003cli\u003eHow the TOEFL iBT test is scored\u003c/li\u003e\\n\u003cli\u003eHow to use your TOEFL iBT scores for employment, study, visas and scholarships\u003c/li\u003e\\n\u003cli\u003eWays to manage your time during the test\u003c/li\u003e\\n\u003cli\u003eWhere to find additional resources about the TOEFL iBT test\u003c/li\u003e\\n\u003cli\u003eHow to register for the TOEFL iBT test\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"ETSx\"],\"lastUpdated\":\"2026-06-02T13:55:39.936Z\",\"created\":\"2025-04-07T19:36:28.459Z\",\"hash\":\"6945645f71b14e2163c8c774e25244e2d8a0e07d7f750657536dcd5f9703d056\",\"skills\":[\"Artificial Intelligence\",\"English Language\",\"Planning\",\"Test Of English As A Foreign Language (TOEFL)\"],\"skillsData\":[{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"English Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Test Of English As A Foreign Language (TOEFL)\",\"category\":\"Language\",\"subcategory\":\"Language Teaching\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4015,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:ETSx+TOEFLx+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Educational Testing Service\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"cynthia-newman\",\"faye-weidner\",\"insook-chung\",\"michael-knab\",\"molly-palmer\",\"shawn-gorman\"],\"tags\":[\"fugazi-2019\"],\"showInAlgoliaSearchResults\":false,\"availabilityRank\":3,\"listPrice\":60,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1570878677,\"goLiveDate\":1717214400,\"modifiedDate\":1773842886},{\"id\":\"53874aa4-f54c-4535-8900-7fe5a8483d12\",\"productUuid\":\"d61d7a1f-3333-4169-a786-92e2bf690c6f\",\"objectID\":\"course-d61d7a1f-3333-4169-a786-92e2bf690c6f\",\"productName\":\"IELTS Academic Test Preparation\",\"productSlug\":\"learn/test-prep/the-university-of-queensland-ielts-academic-test-preparation\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/d61d7a1f-3333-4169-a786-92e2bf690c6f-fa8a6909baec.jpg\",\"productType\":\"Course\",\"attributes\":[\"Communication\",\"Humanities\",\"Language\"],\"partnerName\":\"The University of Queensland\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8554749f-b920-4d7f-8986-af6bb95290aa-f336c6a2ca11.png\",\"fullDescription\":\"$f3\",\"shortDescription\":\"\u003cp\u003ePrepare for the IELTS Academic tests in this comprehensive, self-paced course covering listening, speaking, reading and writing.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eLearn about the IELTS test procedure and format\u003c/li\u003e\\n\u003cli\u003eLearn useful test-taking strategies and skills for the IELTS Academic tests\u003c/li\u003e\\n\u003cli\u003eDevelop your English reading, writing, listening and speaking skills\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UQx\"],\"lastUpdated\":\"2026-06-02T13:55:30.898Z\",\"created\":\"2025-04-07T19:36:28.406Z\",\"hash\":\"fcd52977dc194d3c72311347273d9731ef278bcad71caf078be3204d80d872de\",\"skills\":[\"English Language\",\"Writing\"],\"skillsData\":[{\"skill\":\"English Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":15453,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UQx+IELTSx+3T2015\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"The University of Queensland\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"iain-mathieson\",\"martin-dutton\",\"megan-yucel\",\"philippa-coleman\",\"stephen-walker\"],\"tags\":[\"fugazi-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":219,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1565276831,\"goLiveDate\":1636084800,\"modifiedDate\":1778670187},{\"id\":\"0582ac94-ee0e-493c-bea1-c6e34eb61fd8\",\"productUuid\":\"38040d47-4cf1-4098-b389-2743638268be\",\"objectID\":\"course-38040d47-4cf1-4098-b389-2743638268be\",\"productName\":\"The Craft of Storytelling\",\"productSlug\":\"learn/storytelling/university-of-alaska-fairbanks-the-craft-of-storytelling\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/38040d47-4cf1-4098-b389-2743638268be-26e7b271f867.png\",\"productType\":\"Course\",\"attributes\":[\"Business \u0026 Management\",\"Communication\",\"Language\"],\"partnerName\":\"University of Alaska Fairbanks\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8d801db7-a298-4c63-9372-59e00f6e4038-b7c8e8d997b1.png\",\"fullDescription\":\"$f4\",\"shortDescription\":\"\u003cp\u003eTell captivating stories your audiences will love.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eLearners in this course will develop their storytelling skills and learn how to tell a compelling story in a powerful way through multiple techniques.\u003c/p\u003e\\n\u003cul\u003e\\n\u003cli\u003eFinding good stories\u003c/li\u003e\\n\u003cli\u003eTargeting what audiences want in a story\u003c/li\u003e\\n\u003cli\u003eBuilding the dramatic arc\u003c/li\u003e\\n\u003cli\u003eUsing The “Ice Road Trucker” effect\u003c/li\u003e\\n\u003cli\u003eDesigning story structures\u003c/li\u003e\\n\u003cli\u003eLocking the conflict\u003c/li\u003e\\n\u003cli\u003eEstablishing key elements\u003c/li\u003e\\n\u003cli\u003eEliminating rabbit trails\u003c/li\u003e\\n\u003cli\u003eStrategizing delivery\u003c/li\u003e\\n\u003cli\u003eEnding your story\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"AlaskaX\"],\"lastUpdated\":\"2026-06-02T13:55:32.790Z\",\"created\":\"2025-04-07T19:36:28.616Z\",\"hash\":\"405e2ab20c135eb04d90ae220a028d8403ca8c98e5eea3be5ee6c33ac2afec42\",\"skills\":[\"Communication\",\"Creative Writing\",\"Documentary Films\",\"Podcasting\",\"Public Speaking\",\"Quick Learning\",\"Social Media\",\"Storytelling\"],\"skillsData\":[{\"skill\":\"Creative Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Social Media\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Storytelling\",\"category\":\"Media and Writing\",\"subcategory\":\"Media Production\"},{\"skill\":\"Podcasting\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Public Speaking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Documentary Films\",\"category\":\"Media and Writing\",\"subcategory\":\"Photo/Video Production and Technology\"},{\"skill\":\"Quick Learning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1536,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:AlaskaX+STORY481+1T2022\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"University of Alaska Fairbanks\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"rob-prince\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":119,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1631743023,\"goLiveDate\":1739523600,\"modifiedDate\":1739546165}]},{\"subcategoryLabel\":\"Education \u0026 Teacher Training\",\"productUuids\":[\"322eed0a-1534-4a29-a337-595f58e1fac2\",\"526a4611-1de4-41a5-83b2-01644de9f68a\",\"9711b45f-6075-4299-86fd-1cf2ee7bc778\",\"0e575a39-da1e-4e33-bb3b-e96cc6ffc58e\",\"d559b20d-3f40-4a62-81c9-64dad100b083\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"c664e1f3-29d1-4ceb-9ebf-2027b80c3096\",\"productUuid\":\"322eed0a-1534-4a29-a337-595f58e1fac2\",\"objectID\":\"course-322eed0a-1534-4a29-a337-595f58e1fac2\",\"productName\":\"Introduction to Family Engagement in Education\",\"productSlug\":\"learn/teacher-training/harvard-university-introduction-to-family-engagement-in-education\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/322eed0a-1534-4a29-a337-595f58e1fac2-85a19ae03179.jpg\",\"productType\":\"Course\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"\u003cp\u003eIn this education course, you will learn what family engagement is and why it matters to the success of students and schools. We will explore the research linking family engagement to better educational outcomes and speak directly with researchers, educators, students, and families about promising practices in the field.\u003c/p\u003e\\n\u003cp\u003eFamily engagement describes what families do at home and in the community to support their children’s learning and development. It also encompasses the shared partnership and responsibility between home and school.\u003c/p\u003e\\n\u003cp\u003eSuch engagement is essential for school improvement. It is also increasingly recognized as an integral element for proficient practice as an educator.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn about successful collaborations between families and educators and why they lead to improved outcomes for students and schools.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eThe relationship between family engagement and improved school/student outcomes from birth through high school\u003c/li\u003e\\n\u003cli\u003eThe additional benefits family engagement brings to parents, educators, and communities\u003c/li\u003e\\n\u003cli\u003eWhat the research shows about the importance of engaging families\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.820Z\",\"created\":\"2025-04-07T19:36:28.702Z\",\"hash\":\"835ec2efb02f2e650706e1e390c9ca294bee31b7b5add73fb1e8dce87f93cae8\",\"skills\":[\"Family Engagement\"],\"skillsData\":[{\"skill\":\"Family Engagement\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":2541,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+GSE4x+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"karen-l-mapp\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":105,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211611,\"goLiveDate\":1762923600,\"modifiedDate\":1766068464},{\"id\":\"d5978793-2b16-4ec3-bf25-3bd00b02e932\",\"productUuid\":\"526a4611-1de4-41a5-83b2-01644de9f68a\",\"objectID\":\"course-526a4611-1de4-41a5-83b2-01644de9f68a\",\"productName\":\"Early Childhood Development: Global Strategies for Implementation\",\"productSlug\":\"learn/child-development/harvard-university-early-childhood-development-global-strategies-for-implementation\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/526a4611-1de4-41a5-83b2-01644de9f68a-796e2d9423ba.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$f5\",\"shortDescription\":\"\u003cp\u003eExamine best practices in child and family policies, advocacy, financing, and pathways to scale—learning how to generate innovative, scalable intervention strategies that supports early childhood development. Together, Harvard University and UNICEF bring global experience from communities to policy makers, evidence and experts from around the world.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\\n\u003cp\u003eGain knowledge about the state of the science on effective interventions for early childhood development.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eLearn what makes programs successful around the world in supporting early childhood development and why some programs fail.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eReflect on changes for your program, becoming familiar with the steps to design successful interventions that support early childhood development and understand what services you need to prioritize.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eExplore strategies to enable widespread adaptation of quality programming and evaluate the effectiveness of your programming.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.648Z\",\"created\":\"2025-04-07T19:36:28.695Z\",\"hash\":\"9971cc1f0a5b8abfe0dd289b56acd3b098bd554a2eed45bc99fc9406ce115108\",\"skills\":[\"Advocacy\",\"Child Development\",\"Child Protection\",\"Developmental Psychology\",\"Head Start (Education Program)\",\"Health Research\",\"Investments\",\"Policy Development\",\"Public Health\",\"Scalability\",\"Social Development\"],\"skillsData\":[{\"skill\":\"Child Protection\",\"category\":\"Education and Training\",\"subcategory\":\"Childhood Education and Development\"},{\"skill\":\"Policy Development\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Scalability\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Public Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Advocacy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Health Research\",\"category\":\"Science and Research\",\"subcategory\":\"Medical Science and Research\"},{\"skill\":\"Investments\",\"category\":\"Finance\",\"subcategory\":\"Investment Management\"},{\"skill\":\"Head Start (Education Program)\",\"category\":\"Education and Training\",\"subcategory\":\"Childhood Education and Development\"},{\"skill\":\"Child Development\",\"category\":\"Education and Training\",\"subcategory\":\"Childhood Education and Development\"},{\"skill\":\"Social Development\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Developmental Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Pediatrics\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":8626,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+ECD01+3T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":149,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1591725737,\"goLiveDate\":1773806400,\"modifiedDate\":1773751416},{\"id\":\"329520f0-e353-417d-849e-29e74e69f08e\",\"productUuid\":\"9711b45f-6075-4299-86fd-1cf2ee7bc778\",\"objectID\":\"course-9711b45f-6075-4299-86fd-1cf2ee7bc778\",\"productName\":\"HP AI Teacher Academy 2.0\",\"productSlug\":\"learn/education-teacher-training/hp-hp-ai-teacher-academy-2-0\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/9711b45f-6075-4299-86fd-1cf2ee7bc778-63c4f2f37559.png\",\"productType\":\"Course\",\"attributes\":[\"Artificial Intelligence\",\"Education \u0026 Teacher Training\"],\"partnerName\":\"HP\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2b6a09a3-61a9-415b-9048-cf90451c6bb2-681cbc2f42ed.png\",\"fullDescription\":\"$f6\",\"shortDescription\":\"\u003cp dir=\\\"ltr\\\"\u003eHP AI Teacher Academy 2.0 has been updated for 2026 and is designed to equip educators with the essential knowledge, skills, and metacognitive practices to understand, use, and evaluate generative AI systems and tools. The course has also been redesigned to support over 20 languages. (Approximate time 4 hrs.) \u003cb\u003eGet a free verified certificate with referral code: 6FJGJOTX7MFH5M2H\u003c/b\u003e\u003c/p\u003e\\n\u003cp dir=\\\"ltr\\\"\u003e\u003c/p\u003e\\n\u003cp dir=\\\"ltr\\\"\u003e\\n\\nEducators who complete this course will be able to:\u003c/p\u003e\\n\\n\u003cul\u003e\\n\u003cli\u003eIdentify ways to integrate AI litearacy into their teaching practices;\u003c/li\u003e\\n\u003cli\u003eUnderstand the ethical responsibilities, and ways to evaluate AI tools and outputs for their classrooms\u003c/li\u003e\\n\u003cli\u003eSelect and use AI that are safe and effective for learners\u003c/li\u003e\\n\u003cli\u003eNEW for 2026: Design Powerful Learning with AI- Create Agency, Purpose, Curiousity, and Connection\u003c/li\u003e\\n\u003c/ul\u003e\",\"productOverview\":\"$f7\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HP\"],\"lastUpdated\":\"2026-06-02T13:55:32.723Z\",\"created\":\"2026-01-15T19:53:02.221Z\",\"hash\":\"03fc55eb61e4e5875e645e8e79537e18f22502cd3ec1159e3cc24dc3b8d155d2\",\"skills\":[\"Artificial Intelligence\",\"Auditing\",\"Ethical Responsibility\",\"Literacy\",\"Metacognition\",\"Self-Discipline\",\"Teaching\",\"Time Management\"],\"skillsData\":[{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Metacognition\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Therapies\"},{\"skill\":\"Time Management\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Self-Discipline\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Auditing\",\"category\":\"Finance\",\"subcategory\":\"Auditing\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Literacy\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Ethical Responsibility\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":3,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":2,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1205,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HP+HPATA02.en+1T2026\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"HP\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":5,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1761861155,\"goLiveDate\":1768370400,\"modifiedDate\":1773133942},{\"id\":\"1d3c6ea4-d6c0-4ca8-af2c-3a21d5b00aff\",\"productUuid\":\"0e575a39-da1e-4e33-bb3b-e96cc6ffc58e\",\"objectID\":\"course-0e575a39-da1e-4e33-bb3b-e96cc6ffc58e\",\"productName\":\"How to Learn Online\",\"productSlug\":\"learn/how-to-learn/edx-how-to-learn-online\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/0e575a39-da1e-4e33-bb3b-e96cc6ffc58e-403e4a4aaada.png\",\"productType\":\"Course\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"edX\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/4f8cb2c9-589b-4d1e-88c1-b01a02db3a9c-42611123eb6a.png\",\"fullDescription\":\"$f8\",\"shortDescription\":\"\u003cp\u003eThis course will prepare you with strategies to be a successful online learner. The edX learning team has curated powerful, science-backed techniques which you can start using right away on any learning platform. This course also includes enhancements to address learning online with the advancements of AI tools.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHistory, benefits, and foundational concepts of online learning\u003c/li\u003e\\n\u003cli\u003eHow to leverage your prior educational experiences for success learning online\u003c/li\u003e\\n\u003cli\u003eTechnology fundamentals for online learning, including building your digital confidence, using an LMS (Learning Management System), and making the most of online accessibility features\u003c/li\u003e\\n\u003cli\u003eStudy strategies for online learning, anchored in the ABCDs: Awareness, Balance, Community, and Dedication\u003c/li\u003e\\n\u003cli\u003eTime management skills to help integrate learning into your busy life\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"edX\"],\"lastUpdated\":\"2026-06-02T13:55:34.307Z\",\"created\":\"2025-04-07T19:36:28.650Z\",\"hash\":\"6aa2dc7d0325b4919988c88230f7bded42a7a0923701118f096cdf73cef447b9\",\"skills\":[\"Artificial Intelligence\",\"Digital Literacy\",\"Learning Design\",\"Learning Management Systems\",\"Learning Platforms\",\"Lifelong Learning\",\"Metacognition\",\"Research\",\"Time Management\"],\"skillsData\":[{\"skill\":\"Learning Design\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Learning Platforms\",\"category\":\"Education and Training\",\"subcategory\":\"Education Software and Technology\"},{\"skill\":\"Learning Management Systems\",\"category\":\"Education and Training\",\"subcategory\":\"Education Software and Technology\"},{\"skill\":\"Lifelong Learning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Metacognition\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Therapies\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Digital Literacy\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Time Management\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":1,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":32183,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:edX+edx201+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"edX\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":29,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1584734499,\"goLiveDate\":1765774800,\"modifiedDate\":1775656900},{\"id\":\"f98d0604-5088-4c19-a86e-5c202136ce31\",\"productUuid\":\"d559b20d-3f40-4a62-81c9-64dad100b083\",\"objectID\":\"course-d559b20d-3f40-4a62-81c9-64dad100b083\",\"productName\":\"Reconciliation Through Indigenous Education\",\"productSlug\":\"learn/education/university-of-british-columbia-reconciliation-through-indigenous-education\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/d559b20d-3f40-4a62-81c9-64dad100b083-e5a28b0017d8.png\",\"productType\":\"Course\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"University of British Columbia\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/eac96c61-1462-4084-a0b2-12525b74a9e1-8377159ff774.png\",\"fullDescription\":\"$f9\",\"shortDescription\":\"\u003cp\u003eAdvancing reconciliation in classrooms, organizations, and communities through the teaching and learning of Indigenous ways of knowing.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eExplore personal and professional histories and assumptions in relationship to Indigenous peoples histories and worldviews\u003c/li\u003e\\n\u003cli\u003eDeepen understanding and knowledge of colonial histories and current realities of Indigenous people\u003c/li\u003e\\n\u003cli\u003eEngage with Indigenous worldviews and perspectives that contextualize and support your understanding of the theories and practices of Indigenous education\u003c/li\u003e\\n\u003cli\u003eDevelop strategies that contribute to the enhancement of Indigenous-settler relations in schools, organizations, and communities\u003c/li\u003e\\n\u003cli\u003eExplore Indigenous worldviews and learning approaches for their application to the classroom or community learning setting\u003c/li\u003e\\n\u003cli\u003eEngage in personal and professional discussions in an online environment with others committed to understanding and advancing reconciliation\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UBCx\"],\"lastUpdated\":\"2026-06-02T13:55:31.802Z\",\"created\":\"2025-04-07T19:36:28.628Z\",\"hash\":\"85922d46bf8615021e410a00324658d34266d06f38a4c3f5612d324cec64272a\",\"skills\":[\"Cultural Responsiveness\",\"Empathy\",\"Reconciliation\",\"Teaching\"],\"skillsData\":[{\"skill\":\"Cultural Responsiveness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"},{\"skill\":\"Reconciliation\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Empathy\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"}],\"level\":\"Intermediate\",\"flexibility\":\"instructor_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1005,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UBCx+IndEdu200x+3T2015\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"University of British Columbia\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"jan-hare\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":75,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1568658199,\"goLiveDate\":1773039600,\"modifiedDate\":1773150121}]},{\"subcategoryLabel\":\"Language\",\"productUuids\":[\"90b77f2e-90c4-4187-9165-a73b688b9c24\",\"a3f40d71-9a62-489a-8221-d43d6506a232\",\"e2dc9e49-95c6-48d7-affa-b840496bbfff\",\"3fa209ce-db34-44a6-93a5-dcb74507d38e\",\"f83286c3-7121-462e-8815-341cfd657f70\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"4948798e-97de-4966-8e9e-b81468683411\",\"productUuid\":\"90b77f2e-90c4-4187-9165-a73b688b9c24\",\"objectID\":\"course-90b77f2e-90c4-4187-9165-a73b688b9c24\",\"productName\":\"Arabic for non-Arabic Speakers\",\"productSlug\":\"learn/language/qatar-university-arabic-for-non-arabic-speakers\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/90b77f2e-90c4-4187-9165-a73b688b9c24-2162c7628750.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Language\"],\"partnerName\":\"Qatar University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/90b77f2e-90c4-4187-9165-a73b688b9c24-2af40002bb73.png\",\"fullDescription\":\"$fa\",\"shortDescription\":\"\u003cp\u003e\u003cspan lang=\\\"EN-GB\\\"\u003eThis course offers the basics for starting essential conversations in Arabic via engaging videos that feature native Arabic speakers and numerous interactive learning activities.\u003c/span\u003e\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003e\u003cspan lang=\\\"EN-GB\\\"\u003e1. \u003c/span\u003eLearn how to greet others, introduce yourself, ask for information, talk about family and family members, and talk about your daily life.\u003cspan lang=\\\"EN-GB\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003e2. Learn numerous words and become familiar with the a-b-c’s of Arab culture, as well as learn the best ways to approach Arabic speakers.\u003cspan lang=\\\"EN-GB\\\"\u003e\u003c/span\u003e\u003c/p\u003e\\n\u003cp\u003e3. Recognise all the letter families the Arabic alphabet consists of.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"QUx\"],\"lastUpdated\":\"2026-06-02T13:55:35.706Z\",\"created\":\"2025-04-07T19:36:28.728Z\",\"hash\":\"5f120b64f2143d5430555777a2c6be020be408488aeabe8b45c140cd5d8836bd\",\"skills\":[\"Arabic Language\",\"Interactive Learning\",\"Learning Platforms\",\"Non-Verbal Communication\",\"Pedagogy\",\"Writing\"],\"skillsData\":[{\"skill\":\"Non-Verbal Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Arabic Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Pedagogy\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Interactive Learning\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Learning Platforms\",\"category\":\"Education and Training\",\"subcategory\":\"Education Software and Technology\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2622,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:QUx+QU01X02+3T2022\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/90b77f2e-90c4-4187-9165-a73b688b9c24-2af40002bb73.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Qatar University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"alaa-ibrahim\",\"muntasir-al-hamad\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":39,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1655456688,\"goLiveDate\":1663192800,\"modifiedDate\":1734947487},{\"id\":\"21b97153-9dda-49ab-b9e2-b7d1d3b53658\",\"productUuid\":\"a3f40d71-9a62-489a-8221-d43d6506a232\",\"objectID\":\"course-a3f40d71-9a62-489a-8221-d43d6506a232\",\"productName\":\"Basic Spanish 2: One Step Further\",\"productSlug\":\"learn/spanish/universitat-politecnica-de-valencia-basic-spanish-2-one-step-further\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/a3f40d71-9a62-489a-8221-d43d6506a232-f8bf497ce6d0.jpg\",\"productType\":\"Course\",\"attributes\":[\"Art \u0026 Culture\",\"Language\"],\"partnerName\":\"Universitat Politècnica de València\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/518a47f2-66fb-4529-8902-a4f7ca3002ef-32e55d44aff3.png\",\"fullDescription\":\"$fb\",\"shortDescription\":\"\u003cp\u003eBeginners course for learners of Spanish that focuses not only on language, but also on cultural aspects, specifically designed for English speakers.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eBasic vocabulary to be able to use and understand information related to:\u003c/p\u003e\\n\u003cul\u003e\\n\u003cli\u003edaily routine and work such as schedules\u003c/li\u003e\\n\u003cli\u003einfo related to daily activities at home and with the family\u003c/li\u003e\\n\u003cli\u003eleisure and leisure activities such as talking about time and experiences\u003c/li\u003e\\n\u003cli\u003elife in the city such as shopping or giving an address.\u003c/li\u003e\\n\u003c/ul\u003e\\n\u003cp\u003eBasic grammatical structures such as articles and nouns, adjectives, present, future and past tenses of regular and irregular verbs.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UPValenciaX\"],\"lastUpdated\":\"2026-06-02T13:55:33.633Z\",\"created\":\"2025-04-07T19:36:28.368Z\",\"hash\":\"26f596fab01d9a5769c16916ba8af608a172a764f2bdc25702ec834da8d73f2a\",\"skills\":[\"Communication\",\"Grammar\",\"Pronunciation\",\"Spanish Language\",\"Vocabulary\"],\"skillsData\":[{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Grammar\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Pronunciation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Spanish Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Vocabulary\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":1270,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UPValenciaX+BSP102x+2T2017\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Universitat Politècnica de València\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"begona-garcia-migura\",\"dra-virginia-gonzalez\",\"ms-cristina-navarro\",\"prof-ana-gimeno\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":39,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1565121442,\"goLiveDate\":1755468000,\"modifiedDate\":1755549726},{\"id\":\"fd924945-6090-4e3d-a540-e004f31d9e2f\",\"productUuid\":\"e2dc9e49-95c6-48d7-affa-b840496bbfff\",\"objectID\":\"course-e2dc9e49-95c6-48d7-affa-b840496bbfff\",\"productName\":\"Basic Spanish 3: Getting there\",\"productSlug\":\"learn/spanish/universitat-politecnica-de-valencia-basic-spanish-3-getting-there\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/e2dc9e49-95c6-48d7-affa-b840496bbfff-9d1cc2163fdf.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Art \u0026 Culture\",\"Language\"],\"partnerName\":\"Universitat Politècnica de València\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/518a47f2-66fb-4529-8902-a4f7ca3002ef-32e55d44aff3.png\",\"fullDescription\":\"$fc\",\"shortDescription\":\"\u003cp\u003eBeginners course for learners of Spanish that focuses not only on language but also on cultural aspects, specifically designed for English speakers.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eBasic vocabulary to be able to use and understand information related to:\u003c/p\u003e\\n\u003cul\u003e\\n\u003cli\u003e\\n\u003cp\u003edaily routine and work\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003edaily activities at home and with the family\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eleisure activities\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003elife in the city \u003c/p\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\\n\u003cp\u003eBasic grammatical structures such as articles and nouns, adjectives, present, future and past tenses of regular and irregular verbs.\u003c/p\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UPValenciaX\"],\"lastUpdated\":\"2026-06-02T13:55:33.634Z\",\"created\":\"2025-04-07T19:36:28.712Z\",\"hash\":\"5e3f74957966fb6031e0b5dc0f934376e89fb4581724c08d9534180892f364d6\",\"skills\":[\"Communication\",\"English Language\",\"Grammar\",\"Presentations\",\"Pronunciation\",\"Spanish Language\",\"Vocabulary\"],\"skillsData\":[{\"skill\":\"Pronunciation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Spanish Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Grammar\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"English Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Presentations\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Vocabulary\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":714,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UPValenciaX+BSP103x+1T2020\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Universitat Politècnica de València\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"Spanish - Spain (Modern)\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"ms-cristina-navarro\",\"prof-ana-gimeno\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":39,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1574772464,\"goLiveDate\":1766012400,\"modifiedDate\":1766083002},{\"id\":\"f94ce3dd-54a4-4649-b902-29c7a2430dd4\",\"productUuid\":\"3fa209ce-db34-44a6-93a5-dcb74507d38e\",\"objectID\":\"course-3fa209ce-db34-44a6-93a5-dcb74507d38e\",\"productName\":\"Inglés para todos: nivel básico\",\"productSlug\":\"learn/language/universidad-del-rosario-ingles-para-todos-nivel-basico\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/3fa209ce-db34-44a6-93a5-dcb74507d38e-bee9969d74e8.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Communication\",\"Language\"],\"partnerName\":\"Universidad del Rosario\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/e0bfb887-eabd-4f4a-8583-7e5aa368b274-cb687d8acb0e.png\",\"fullDescription\":\"\u003cp\u003e\u003cem\u003eInglés para todos: nivel básico /\u003c/em\u003e \u003cem\u003eEnglish for everyone: basics\u003c/em\u003e es un curso diseñado para demostrar que todos podemos aprender una lengua nueva y qué fácil es aprender inglés. Para lograr este objetivo, los contenidos del curso inician con los aspectos más básicos y avanzan de modo progresivo y amigable. Durante este curso, trabajarás paso a paso en un proyecto de síntesis que podrás compartir con todos los participantes del curso y será el resultado de tu progreso en el proceso de aprendizaje.\u003c/p\u003e\\n\u003cp\u003eEn este curso aprenderás a hacer una presentación básica de ti mismo, expresar tus sentimientos y hablar sobre el lugar donde vives. También, aprenderás a entender información básica de textos orales y escritos que son cotidianos, a entender y utilizar comunicación no verbal y a poner en práctica todo lo aprendido.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eEste curso te proporciona herramientas para que inicies tu aprendizaje de inglés desde las expresiones y estructuras más básicas.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\\n\u003cp\u003eExplorar e identificar tus conocimientos sobre del idioma inglés.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eReconocer la información personal básica que se encuentra en textos orales y escritos, así como el alfabeto, los números y todo lo básico para presentarte.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eInterpretar conversaciones cortas, expresar nacionalidad, hacer y responder preguntas básicas y usar los saludos correctos de acuerdo con la situación.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eIdentificar vocabulario relacionado con invitaciones, sentimientos y lenguaje corporal.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eDescribir lugares y tus propios alrededores.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"URosarioX\"],\"lastUpdated\":\"2026-06-02T13:55:31.559Z\",\"created\":\"2025-04-07T19:36:28.452Z\",\"hash\":\"a50c3b0420c88f179aa89ba574ad3938bd1fb564f412a0c734a314ed09872f15\",\"skills\":[\"English Language\",\"Non-Verbal Communication\",\"Presentations\"],\"skillsData\":[{\"skill\":\"English Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Non-Verbal Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Presentations\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3948,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:URosarioX+URX34+2T2021\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"Spanish\"],\"product\":\"Course\",\"partner\":[\"Universidad del Rosario\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"cristian-camilo-cardenas-herrera\",\"diana-rocio-umana-buitrago\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":2,\"listPrice\":49,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1623355712,\"goLiveDate\":1749790800,\"modifiedDate\":1749665876},{\"id\":\"6c6b1ba7-ce45-4729-a35b-66add89d7389\",\"productUuid\":\"f83286c3-7121-462e-8815-341cfd657f70\",\"objectID\":\"course-f83286c3-7121-462e-8815-341cfd657f70\",\"productName\":\"Francés Introductorio\",\"productSlug\":\"learn/french/universidades-anahuac-frances-introductorio\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/f83286c3-7121-462e-8815-341cfd657f70-b2d31eaf91df.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Language\"],\"partnerName\":\"Universidades Anáhuac\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/eedbb070-b505-4250-a9f9-5104b3029a8f-f33f8ea74659.png\",\"fullDescription\":\"$fd\",\"shortDescription\":\"\u003cp\u003eAprende los fundamentos del idioma francés para tener las bases y comunicarte efectivamente de forma oral y escrita; abordando gramática, vocabulario y conjugación.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003ePresentación (saludos y despedidas)\u003c/li\u003e\\n\u003cli\u003eEl abecedario y las vocales francesas\u003c/li\u003e\\n\u003cli\u003eVocabulario para aprender francés como: números, colores, ropa, animales, entre otros\u003c/li\u003e\\n\u003cli\u003eAdjetivos demostrativos y posesivos, así como también los artículos.\u003c/li\u003e\\n\u003cli\u003eHablaremos de los verbos en francés y de su conjugación\u003c/li\u003e\\n\u003cli\u003eConocer la forma negativa e interrogativa de las oraciones en francés\u003c/li\u003e\\n\u003cli\u003eLa pronunciación: Varios aspectos a considerar\u003c/li\u003e\\n\u003cli\u003eAprender la fonética es fundamental para llegar a dominar un idioma\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"AnahuacX\"],\"lastUpdated\":\"2026-06-02T13:55:33.057Z\",\"created\":\"2025-04-07T19:36:28.617Z\",\"hash\":\"8dec36c45a1b4111eede02754fdaa0deff378876bbff23426a4c62ddbda3570f\",\"skills\":[\"Communication\",\"French Language\",\"Grammar\",\"Latin\",\"Pronunciation\",\"Restaurant Operation\",\"Spanish Language\",\"Teaching\",\"Vocabulary\",\"Writing\"],\"skillsData\":[{\"skill\":\"French Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Latin\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Grammar\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Spanish Language\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Vocabulary\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Pronunciation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Restaurant Operation\",\"category\":\"Hospitality and Food Services\",\"subcategory\":\"Food and Beverage\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":357,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:AnahuacX+UAMY.MO.7x+3T2022\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"Spanish\"],\"product\":\"Course\",\"partner\":[\"Universidades Anáhuac\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"stephane-suin\",\"yvonne-a-de-suin\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":19,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1661878924,\"goLiveDate\":1765778400,\"modifiedDate\":1765550949}]},{\"subcategoryLabel\":\"Biology \u0026 Life Sciences\",\"productUuids\":[\"f8042b37-6a21-4afa-b9e2-6f51dcd694db\",\"9fd3a74d-cf0c-4d0b-b458-6536aeae9f00\",\"faa68eb2-102a-443c-8dd9-115902208684\",\"fec44d1b-55db-461b-8731-35fcbf369dbe\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"510c6d0d-eeb6-461b-b0b9-109f17c3f6a4\",\"productUuid\":\"f8042b37-6a21-4afa-b9e2-6f51dcd694db\",\"objectID\":\"course-f8042b37-6a21-4afa-b9e2-6f51dcd694db\",\"productName\":\"Fundamentals of Neuroscience, Part 1: The Electrical Properties of the Neuron\",\"productSlug\":\"learn/neuroscience/harvard-university-fundamentals-of-neuroscience-part-1-the-electrical-properties-of-the-neuron\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/f8042b37-6a21-4afa-b9e2-6f51dcd694db-11fbc288a095.png\",\"productType\":\"Course\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Medicine\",\"Science\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"\u003cp\u003eFundamentals of Neuroscience is a three-courseseries that explores the structure and function of the nervous system—from the inner workings of a single nerve cell to the staggering complexity of the brain and the social interactions they enable. \u003c/p\u003e\\n\u003cp\u003eIn this first course, you'll learn how individual neurons use electricity to transmit information. You'll build a neuron, piece by piece, using interactive simulations, then travel around Harvard's campus, where you'll see the inner workings of a lab and learn how to conduct DIY neuroscience experiments on your own. \u003c/p\u003e\\n\u003cp\u003eJoin us as we study the electrical properties in individual neurons, building a foundation for understanding the function of the entire nervous system.\u003c/p\u003e\",\"shortDescription\":\"\u003cp\u003eLearn how electricity makes the neurons in your brain tick.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eFundamentals of bioelectricity\u003c/li\u003e\\n\u003cli\u003eThe importance of resting potential\u003c/li\u003e\\n\u003cli\u003eThe properties of passive membranes\u003c/li\u003e\\n\u003cli\u003eAction potentials, their currents, and their role in the nervous system\u003c/li\u003e\\n\u003cli\u003eHow you can do neuroscience in your home\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:34.312Z\",\"created\":\"2025-04-07T19:36:28.694Z\",\"hash\":\"09b7800b75beec525deb98b73392f199f05812cf62566684215aeb125cec024e\",\"skills\":[],\"skillsData\":[],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":28373,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+MCB80.1x+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":249,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1566505282,\"goLiveDate\":1772600400,\"modifiedDate\":1769008053},{\"id\":\"ce7bc333-18f0-4043-8004-582aff315e67\",\"productUuid\":\"9fd3a74d-cf0c-4d0b-b458-6536aeae9f00\",\"objectID\":\"course-9fd3a74d-cf0c-4d0b-b458-6536aeae9f00\",\"productName\":\"Cell Biology: Mitochondria\",\"productSlug\":\"learn/cellular-biology/harvard-university-cell-biology-mitochondria\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/9fd3a74d-cf0c-4d0b-b458-6536aeae9f00-03a664dae192.jpg\",\"productType\":\"Course\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Science\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$fe\",\"shortDescription\":\"\u003cp\u003eA human-centered approach to the fundamentals of cell biology with a focus on the power plants of the cell - mitochondria.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHow the internal structure and organization of a cell provides an understanding of how and why a cell works\u003c/li\u003e\\n\u003cli\u003eThe role mitochondria play in the cell and why it is important for a cell to make ATP\u003c/li\u003e\\n\u003cli\u003eHow cells metabolize food to provide the molecules necessary for mitochondrial function\u003c/li\u003e\\n\u003cli\u003eHow the structure of the F1F0 ATP synthase leads to the production of ATP\u003c/li\u003e\\n\u003cli\u003eWhat experimental techniques are used to investigate mitochondrial structure and function in the laboratory\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:34.312Z\",\"created\":\"2025-04-07T19:36:28.694Z\",\"hash\":\"2b6dad282946b6b33d214ff1bc5f41f072e16d5007cc11c3472fa68808ff1d2a\",\"skills\":[\"Algae\",\"Biology\",\"Cell Biology\",\"Macromolecule\",\"Metabolism\",\"Mitochondria\"],\"skillsData\":[{\"skill\":\"Mitochondria\",\"category\":\"Science and Research\",\"subcategory\":\"Molecular, Cellular, and Microbiology\"},{\"skill\":\"Macromolecule\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Biology\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"},{\"skill\":\"Cell Biology\",\"category\":\"Science and Research\",\"subcategory\":\"Molecular, Cellular, and Microbiology\"},{\"skill\":\"Algae\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"},{\"skill\":\"Metabolism\",\"category\":\"Health Care\",\"subcategory\":\"Nutrition and Diet\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":6109,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+MCB64.1x+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"robert-lue\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":149,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1568211409,\"goLiveDate\":1775620800,\"modifiedDate\":1771356674},{\"id\":\"e57ff66a-1130-4a45-abac-cd9e0bbeecf2\",\"productUuid\":\"faa68eb2-102a-443c-8dd9-115902208684\",\"objectID\":\"course-faa68eb2-102a-443c-8dd9-115902208684\",\"productName\":\"Food Fermentation: The Science of Cooking with Microbes\",\"productSlug\":\"learn/cooking/harvard-university-food-fermentation-the-science-of-cooking-with-microbes\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/faa68eb2-102a-443c-8dd9-115902208684-a909119c41db.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Food \u0026 Nutrition\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$ff\",\"shortDescription\":\"\u003cp\u003eIn Food Fermentation: The Science of Cooking with Microbes, explore the roles that microbes play in the production, preservation, and enhancement of diverse foods in a variety of culinary traditions, and learn about the history of food fermentations.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eHave a greater understanding and appreciation of fermented foods and their history, culture and science\u003c/li\u003e\\n\u003cli\u003eHave a deeper knowledge of beneficial microbes to preserve food and harmful microbes that can contaminate food\u003c/li\u003e\\n\u003cli\u003eHave examined the underlying chemistry and microbiology of different kinds of fermentation through hands-on experiments— and honed your skills in experimental design, data analysis, and interpretation.\u003c/li\u003e\\n\u003cli\u003eLearned the scientific principles and application of instruments used for chemical and microbial characterization\u003c/li\u003e\\n\u003cli\u003eExplored the chemistry of flavor molecules including the physiology of flavor and the microbial reactions that produce flavor molecules and other metabolites\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.641Z\",\"created\":\"2025-04-07T19:36:28.696Z\",\"hash\":\"ada6c7054dd5756adc62a1b5491dff89f38b862c7f8cf9833b7ca77da33cbc69\",\"skills\":[\"Biochemistry\",\"Chemistry\",\"Cooking\",\"Experimentation\",\"Fermentation\",\"Microbiology\"],\"skillsData\":[{\"skill\":\"Cooking\",\"category\":\"Hospitality and Food Services\",\"subcategory\":\"Food and Beverage\"},{\"skill\":\"Chemistry\",\"category\":\"Science and Research\",\"subcategory\":\"Chemistry\"},{\"skill\":\"Microbiology\",\"category\":\"Science and Research\",\"subcategory\":\"Molecular, Cellular, and Microbiology\"},{\"skill\":\"Biochemistry\",\"category\":\"Science and Research\",\"subcategory\":\"Chemistry\"},{\"skill\":\"Fermentation\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Manufacturing Processes\"},{\"skill\":\"Experimentation\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":14,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":4790,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+FERM+1T2021\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"pia-sorensen\",\"roberto-kolter-2\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":249,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1604940283,\"goLiveDate\":1770786000,\"modifiedDate\":1770650089},{\"id\":\"9da3100d-1999-473c-823b-75b038020c9a\",\"productUuid\":\"fec44d1b-55db-461b-8731-35fcbf369dbe\",\"objectID\":\"course-fec44d1b-55db-461b-8731-35fcbf369dbe\",\"productName\":\"Introduction to Cognitive Psychology and Neuropsychology\",\"productSlug\":\"learn/cognitive-science/university-of-cambridge-introduction-to-cognitive-psychology-and-neuropsychology\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/fec44d1b-55db-461b-8731-35fcbf369dbe-c16b94710919.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Biology \u0026 Life Sciences\"],\"partnerName\":\"University of Cambridge\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fec44d1b-55db-461b-8731-35fcbf369dbe-da004765403a.png\",\"fullDescription\":\"$100\",\"shortDescription\":\"\u003cp\u003eThis course is an introduction to human cognition and how it is explored. You will explore how Psychology was born as a separate discipline and how we began to study the nervous system in terms of functions, abilities and traits linking brain, mind, behavior and relationship with the environment.\u003c/p\u003e\\n\u003cp\u003eWith this course we will also explore the main cognitive functions, such as memory, language, attention and perception and look at how they are investigated.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003e\\n\u003cp\u003eAn introduction to the history and key debates in Psychology and Neuropsychology exploring the main different cognitive functions and how they interact with one another.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eThe key techniques and methods to study the mind.\u003c/p\u003e\\n\u003c/li\u003e\\n\u003cli\u003e\\n\u003cp\u003eThe main theories, models and concepts of attention, memory, language, perception and emotional processing\u003c/p\u003e\\n\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofCambridge\"],\"lastUpdated\":\"2026-06-02T13:55:35.499Z\",\"created\":\"2025-04-07T19:36:28.552Z\",\"hash\":\"8c45761c2d92cf34d42fda4ebbd3fd7e7164c675d323416a4124b5a2dedc4a9d\",\"skills\":[\"Cognitive Processing\",\"Cognitive Psychology\",\"Neuroimaging\",\"Neuropsychology\",\"Neurotrauma\",\"Psychology\",\"Research Methodologies\"],\"skillsData\":[{\"skill\":\"Research Methodologies\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Neuropsychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Cognitive Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Neuroimaging\",\"category\":\"Health Care\",\"subcategory\":\"Medical Imaging\"},{\"skill\":\"Neurotrauma\",\"category\":\"Health Care\",\"subcategory\":\"Neurology\"},{\"skill\":\"Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Cognitive Processing\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":5,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4622,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:UniversityofCambridge+2324EDX001+2T2023\",\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/fec44d1b-55db-461b-8731-35fcbf369dbe-da004765403a.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"University of Cambridge\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[],\"transcriptionLanguages\":[]},\"staff\":[\"giulia-mangiaracina\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":299,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1682345736,\"goLiveDate\":1762905600,\"modifiedDate\":1762785136}]},{\"subcategoryLabel\":\"Math\",\"productUuids\":[\"41e295ce-a84b-4952-a9a7-fa613201d896\",\"08f162d1-6943-490b-8e0b-ee6fd5ab256e\",\"ab50691f-5414-4a2d-97ed-413fac5dbdc1\",\"131ce1df-6106-4de3-a337-e85f8731dab7\",\"97f16f83-5e8a-496c-9086-5634c8edccbb\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"2a8c610b-b6c2-44a9-9ee4-5d6a5b027814\",\"productUuid\":\"41e295ce-a84b-4952-a9a7-fa613201d896\",\"objectID\":\"course-41e295ce-a84b-4952-a9a7-fa613201d896\",\"productName\":\"Pre-University Calculus\",\"productSlug\":\"learn/calculus/delft-university-of-technology-pre-university-calculus\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/41e295ce-a84b-4952-a9a7-fa613201d896-43f61d701b2e.jpg\",\"productType\":\"Course\",\"attributes\":[\"Math\"],\"partnerName\":\"Delft University of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"fullDescription\":\"$101\",\"shortDescription\":\"\u003cp\u003ePrepare for introductory calculus courses by reviewing functions, equations, differentiation, integration and analytic geometry.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eUnderstand, visualize and manipulate different elementary functions, like power functions, roots, polynomials, trigonometric functions, exponential and logarithmic functions;\u003c/li\u003e\\n\u003cli\u003eUnderstand, visualize and solve equations and inequalities involving these elementary functions;\u003c/li\u003e\\n\u003cli\u003eUnderstand the concept of differentiation and calculate the derivatives of compositions of elementary functions;\u003c/li\u003e\\n\u003cli\u003eUnderstand the concept of integration and to use some elementary integration techniques;\u003c/li\u003e\\n\u003cli\u003eUnderstand, visualize and manipulate geometric objects in the plane, such as vectors, lines, circles and more general curves.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"DelftX\"],\"lastUpdated\":\"2026-06-02T13:55:35.840Z\",\"created\":\"2025-04-07T19:36:28.392Z\",\"hash\":\"6cd759b7f0e06bfe7676330cf311b882ae1c3ba3065ea003f09a4bf7f81e1659\",\"skills\":[\"Analytic Geometry\",\"Basic Math\",\"Calculus\",\"Integration\"],\"skillsData\":[{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Integration\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Calculus\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Analytic Geometry\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":8,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":5271,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:DelftX+Calc001x+2T2016\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Delft University of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":2,\"listPrice\":54.99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1566493313,\"goLiveDate\":1776376800,\"modifiedDate\":1776686967},{\"id\":\"a2e7c9c2-559d-4912-8e2e-4983140da4ff\",\"productUuid\":\"08f162d1-6943-490b-8e0b-ee6fd5ab256e\",\"objectID\":\"course-08f162d1-6943-490b-8e0b-ee6fd5ab256e\",\"productName\":\"Calculus Applied!\",\"productSlug\":\"learn/calculus/harvard-university-calculus-applied\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/08f162d1-6943-490b-8e0b-ee6fd5ab256e-e59757cca83d.jpg\",\"productType\":\"Course\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Math\",\"Physics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$102\",\"shortDescription\":\"\u003cp\u003eApply tools of single-variable calculus to create and analyze mathematical models used by real practitioners in social, life, and physical sciences.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eAuthentic examples and case studies of how calculus is applied to problems in other fields\u003c/li\u003e\\n\u003cli\u003eHow to analyze mathematical models, including variables, constants, and parameters\u003c/li\u003e\\n\u003cli\u003eAppreciation for the assumptions and complications that go into modeling real world situations with mathematics\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.552Z\",\"created\":\"2025-04-07T19:36:28.691Z\",\"hash\":\"e419abae040d82e6989e53dc2377e0e76184b25c167c9b79251cdeb98a815918\",\"skills\":[\"Biology\",\"Calculus\",\"Data Modeling\",\"Derivatives\",\"Differential Equations\",\"Mathematical Modeling\",\"Physical Science\",\"X-Ray Computed Tomography\"],\"skillsData\":[{\"skill\":\"Data Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Biology\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"},{\"skill\":\"Differential Equations\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Calculus\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Derivatives\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Physical Science\",\"category\":\"Science and Research\",\"subcategory\":\"Earth and Space Science\"},{\"skill\":\"Mathematical Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"X-Ray Computed Tomography\",\"category\":\"Health Care\",\"subcategory\":\"Medical Imaging\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":10,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4637,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+CalcAPL1x+2T2017\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":209,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1568211323,\"goLiveDate\":1755662400,\"modifiedDate\":1755550557},{\"id\":\"e9055771-fe22-471d-9b53-6674e43c1322\",\"productUuid\":\"ab50691f-5414-4a2d-97ed-413fac5dbdc1\",\"objectID\":\"course-ab50691f-5414-4a2d-97ed-413fac5dbdc1\",\"productName\":\"Maths Foundations\",\"productSlug\":\"learn/math/university-of-adelaide-maths-foundations\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/ab50691f-5414-4a2d-97ed-413fac5dbdc1-1a621e6ff5ba.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Math\"],\"partnerName\":\"Adelaide University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/f5d1ff66-002f-43fa-9d76-1b191d4a3272-80ec5bc112a7.png\",\"fullDescription\":\"$103\",\"shortDescription\":\"\u003cp\u003eThis foundation maths course provides learners with the foundational skills necessary to excel in mathematics.\u003c/p\u003e\",\"productOverview\":\"\u003cp\u003eUpon successful completion of this course, you should be able to:\u003c/p\u003e\\n\u003cul\u003e\\n\u003cli\u003eperform operations on real numbers including fractions, decimals, percentages and negative numbers,\u003c/li\u003e\\n\u003cli\u003eperform operations on algebraic expressions, equations and inequalities,\u003c/li\u003e\\n\u003cli\u003esolve problems involving measurements and rates including length, area, volume, angle, density and speed,\u003c/li\u003e\\n\u003cli\u003eaccurately describe features of sets in the number line and coordinate plane, including straight lines.\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"AdelaideX\"],\"lastUpdated\":\"2026-06-02T13:55:32.527Z\",\"created\":\"2025-04-07T19:36:28.584Z\",\"hash\":\"1cb06cf8672b49fd706e3276b77d3d38f9eb32be286f424c903d7582e3ee5243\",\"skills\":[\"Basic Math\"],\"skillsData\":[{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":4,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":null,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":651,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:AdelaideX+MathTrackX+1T2024\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Adelaide University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Russian\"],\"transcriptionLanguages\":[]},\"staff\":[\"david-butler\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":null,\"productCreated\":1697510669,\"goLiveDate\":1704115800,\"modifiedDate\":1770694593},{\"id\":\"695321b7-f8c4-47a7-9aaf-c72e71eb5cd8\",\"productUuid\":\"131ce1df-6106-4de3-a337-e85f8731dab7\",\"objectID\":\"course-131ce1df-6106-4de3-a337-e85f8731dab7\",\"productName\":\"Calculus I: From Functions to Differential Equations\",\"productSlug\":\"learn/calculus/delft-university-of-technology-calculus-i-from-functions-to-differential-equations\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/131ce1df-6106-4de3-a337-e85f8731dab7-c83605546100.jpeg\",\"productType\":\"Course\",\"attributes\":[\"Math\"],\"partnerName\":\"Delft University of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"fullDescription\":\"$104\",\"shortDescription\":\"\u003cp\u003eRefresh and review your bachelor-level calculus. This course covers all the various differentiation and integration techniques and guides you through several important methods for solving differential equations.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eApply differentiation techniques such as the chain rule and implicit differentiation.\u003c/li\u003e\\n\u003cli\u003eApply integration techniques such as integration-by-parts and substitution.\u003c/li\u003e\\n\u003cli\u003eSolve ordinary differential equations that are important in engineering like a damped, forced harmonic oscillator.\u003c/li\u003e\\n\u003cli\u003eCompute horizontal asymptotes to find equilibria and growth rates.\u003c/li\u003e\\n\u003cli\u003eAnalyze challenging engineering problems using these techniques\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"DelftX\"],\"lastUpdated\":\"2026-06-02T13:55:36.177Z\",\"created\":\"2025-04-07T19:36:28.382Z\",\"hash\":\"178449be52d2127348ef9a4c8141f9b85b0c704adfae13cdc18765ed90909b81\",\"skills\":[\"Basic Math\",\"Calculus\",\"Differential Equations\",\"Dynamical Systems\",\"Fluid Dynamics\",\"Physics\"],\"skillsData\":[{\"skill\":\"Physics\",\"category\":\"Science and Research\",\"subcategory\":\"Physics\"},{\"skill\":\"Dynamical Systems\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Fluid Dynamics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Calculus\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Differential Equations\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"}],\"level\":\"Intermediate\",\"flexibility\":\"self_paced\",\"weeksToComplete\":6,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":1572,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:DelftX+MMFEC1X+2T2023\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Delft University of Technology\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"English\",\"Spanish - Latin America and Caribbean\",\"Indonesian\",\"Portuguese - Brazil\"],\"transcriptionLanguages\":[]},\"staff\":[\"beryl-van-gelderen\",\"niek-de-kleijn\",\"willem-schouten-straatman\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":2,\"listPrice\":165,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1665650686,\"goLiveDate\":1776376800,\"modifiedDate\":1776687049},{\"id\":\"3872cedd-fb0a-48d1-9162-20284c702169\",\"productUuid\":\"97f16f83-5e8a-496c-9086-5634c8edccbb\",\"objectID\":\"course-97f16f83-5e8a-496c-9086-5634c8edccbb\",\"productName\":\"Data Analysis: Basic Probability and Statistics\",\"productSlug\":\"learn/probability/harvard-university-fat-chance-probability-from-the-ground-up\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/course/image/97f16f83-5e8a-496c-9086-5634c8edccbb-95970686ef9b.jpg\",\"productType\":\"Course\",\"attributes\":[\"Math\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"$105\",\"shortDescription\":\"\u003cp\u003eIncrease your quantitative reasoning skills through a deeper understanding of probability and statistics, with the engaging \\\"Fat Chance\\\" approach that's made this course a favorite among learners worldwide.\u003c/p\u003e\",\"productOverview\":\"\u003cul\u003e\\n\u003cli\u003eAn increased appreciation for, and reduced fear of, basic probability and statistics\u003c/li\u003e\\n\u003cli\u003eHow to solve combinatorial counting problems\u003c/li\u003e\\n\u003cli\u003eHow to solve problems using basic and advanced probability\u003c/li\u003e\\n\u003cli\u003eAn introductory understanding of the normal distribution and its many statistical applications\u003c/li\u003e\\n\u003cli\u003eAn ability to recognize common fallacies in probability, as well as some of the ways in which statistics are abused or simply misunderstood\u003c/li\u003e\\n\u003c/ul\u003e\",\"courseCount\":null,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:33.648Z\",\"created\":\"2025-04-07T19:36:28.696Z\",\"hash\":\"00957c918227ece19dd31007a84c9e3443fdb0752e8358c3fd9bf8eac8389b8f\",\"skills\":[\"Basic Math\",\"Data Analysis\",\"Guided Practice\",\"Normal Distribution\",\"Probability\",\"Probability And Statistics\",\"Statistics\"],\"skillsData\":[{\"skill\":\"Probability\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Guided Practice\",\"category\":\"Education and Training\",\"subcategory\":\"Education Administration\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Normal Distribution\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Probability And Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"}],\"level\":\"Introductory\",\"flexibility\":\"self_paced\",\"weeksToComplete\":7,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":true,\"recentEnrollmentCount\":8879,\"productSource\":\"edX\",\"activeRunKey\":\"course-v1:HarvardX+FC1x+1T2018\",\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Course\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":{\"translationLanguages\":[\"Arabic\",\"German - Germany\",\"Greek\",\"English\",\"Spanish - Latin America and Caribbean\",\"French\",\"Indonesian\",\"Italian - Italy\",\"Portuguese - Brazil\",\"Russian\",\"Thai\",\"Chinese - China\"],\"transcriptionLanguages\":[]},\"staff\":[\"benedict-gross\",\"emily-riehl\",\"joseph-harris\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":1,\"listPrice\":149,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":true,\"contentfulFields\":null,\"productCreated\":1568211574,\"goLiveDate\":1767762000,\"modifiedDate\":1762178364}]}]},{\"key\":\"$undefined\",\"productType\":\"Certificate\",\"categoryLabel\":\"Certificates\",\"subcategories\":[{\"subcategoryLabel\":\"Featured\",\"productUuids\":[\"2fc3236d-78a9-45a1-8c0c-fc290e74259e\",\"8c5c1af9-761b-49b4-9f52-f6f48856d906\",\"0ce916b6-ca09-4bc9-9d7f-6db0b2d9af97\",\"cf4e8c72-c103-4681-98c6-0a99fb97566e\",\"3d9a0c2d-3281-4a05-9b63-ec30cef28799\",\"e862af36-d4f7-401c-91ee-898753af5bb7\",\"18ff3b25-81ca-4324-b3da-425277a9ee02\",\"3a11b2ee-d4fa-4c5f-8079-4b180d265b16\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"5c3c5449-406c-43ec-acf4-89763863bd09\",\"productUuid\":\"2fc3236d-78a9-45a1-8c0c-fc290e74259e\",\"objectID\":\"program-2fc3236d-78a9-45a1-8c0c-fc290e74259e\",\"productName\":\"Supply Chain Management\",\"productSlug\":\"masters/micromasters/mitx-supply-chain-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/2fc3236d-78a9-45a1-8c0c-fc290e74259e-f3b970b5cd3a.jpg\",\"productType\":\"MicroMasters\",\"attributes\":[\"Business \u0026 Management\",\"Engineering\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"To apply core methodologies (probability, statistics, optimization) used in supply chain modeling and analysis. ,To understand and use fundamental models to make trade-offs between forecasting, inventory, and transportation. ,To design supply chain networks as well as financial and information flows. ,To understand how supply chains act as systems and interact. ,How technology is used within supply chains from fundamentals to packaged software systems. ,End to end supply chain management.\",\"shortDescription\":\"Earn a MicroMasters credential from MIT’s #1 ranked Supply Chain Management Program to advance your career.\",\"productOverview\":\"$106\",\"courseCount\":6,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-01T13:55:28.764Z\",\"created\":\"2025-04-07T19:36:28.817Z\",\"hash\":\"a93db0e810750c7e4a0e326ea66767942a96a4854bd08b2a516945133a001543\",\"skills\":[\"Innovation\",\"Supply Chain\",\"Supply Chain Management\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Supply Chain Management\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"}],\"level\":[\"Advanced\",\"Intermediate\",\"Introductory\"],\"flexibility\":[\"instructor_paced\"],\"weeksToComplete\":70,\"weeksToCompleteMin\":30,\"weeksToCompleteMax\":31,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":12,\"courseUuids\":[\"09532745-c837-467b-9078-093b8e1265a8\",\"0d9b4798-2e3d-486a-a318-9a7035bbda77\",\"324970b7-03a4-44d7-b39e-10bbda6f119f\",\"5f1c55b4-354e-4155-af4a-76450953e10d\",\"6513ed9c-112a-4951-82ad-7036cbe52831\",\"ed927a1a-4a95-415b-a865-c3d722ac549c\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":26012,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\",\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"alexis-bateman\",\"bruce-arntzen\",\"david-correll\",\"dr-chris-caplice\",\"dr-christopher-cassa\",\"dr-eva-ponce\",\"dr-eva-ponce\",\"james-blayney-rice-jr\",\"jarrod-goentzel\",\"yossi-sheffi\"],\"tags\":[\"logistics\",\"operations\",\"stardust-2019\",\"supply-chain\",\"tech\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":1524.6,\"strikethroughPrice\":1694,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1473891960,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"4887f838-42ae-4bd4-b5e9-e73a6b5ff1ba\",\"productUuid\":\"8c5c1af9-761b-49b4-9f52-f6f48856d906\",\"objectID\":\"program-8c5c1af9-761b-49b4-9f52-f6f48856d906\",\"productName\":\"Computer Science for Artificial Intelligence\",\"productSlug\":\"certificates/professional-certificate/harvardx-computer-science-for-artifical-intelligence\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/8c5c1af9-761b-49b4-9f52-f6f48856d906-569ce5564e34.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Engineering\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"A broad and robust understanding of computer science and programming ,Graph search algorithms ,Reinforcement learning ,Machine learning ,Artificial intelligence principles ,How to design intelligent systems ,How to use AI in Python programs\",\"shortDescription\":\"Learn programming fundamentals and how to use machine learning in Python.\",\"productOverview\":\"$107\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:42.302Z\",\"created\":\"2025-04-07T19:36:28.817Z\",\"hash\":\"e4da6ba434bd831285550698ce19c0bb3a0f37d31a85686da8228b350d22e6ee\",\"skills\":[\"Algorithms\",\"Artificial Intelligence\",\"Computer Science\",\"Intelligent Systems\",\"Machine Learning\",\"Medical Diagnosis\",\"Python (Programming Language)\",\"Reinforcement Learning\",\"Search Algorithms\"],\"skillsData\":[{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Reinforcement Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Medical Diagnosis\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Search Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Intelligent Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":19,\"weeksToCompleteMin\":18,\"weeksToCompleteMax\":19,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":30,\"courseUuids\":[\"3a31db71-de8f-45f1-ae65-11981ed9d680\",\"da1b2400-322b-459b-97b0-0c557f05d017\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":313173,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"brian-yu\",\"brian-yu\",\"david-j-malan\",\"doug-lloyd\"],\"tags\":[\"c\",\"c-programming\",\"computer-programming\",\"partner\",\"python\",\"sql\",\"stardust-2019\",\"web-development\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":466.2,\"strikethroughPrice\":518,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1580138182,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"89c38499-02fd-41d7-83cc-4f0e1852ef6e\",\"productUuid\":\"0ce916b6-ca09-4bc9-9d7f-6db0b2d9af97\",\"objectID\":\"program-0ce916b6-ca09-4bc9-9d7f-6db0b2d9af97\",\"productName\":\"AI and Data Analytics for Business Leaders\",\"productSlug\":\"certificates/professional-certificate/babsonx-ai-and-data-analytics-for-business-leaders\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/0ce916b6-ca09-4bc9-9d7f-6db0b2d9af97-789b728c014e.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Babson College\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/5e657c42-b466-4101-883a-7f2830ff3d54-1cc106481e49.png\",\"fullDescription\":\"How platform business models and AI technologies complement each other. ,Where to look for data and what data is valuable to your business and AI. ,The 7 attributes of AI-led organizations. ,Variability in the real world and implications for decision making. ,Making effective decisions from no data to big data (what should we collect and then what do we do with all this data?).\",\"shortDescription\":\"Learn how you can use AI and Data Analytics to make better business decisions.\",\"productOverview\":\"$108\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"BabsonX\"],\"lastUpdated\":\"2026-06-02T13:55:42.303Z\",\"created\":\"2025-04-07T19:36:28.801Z\",\"hash\":\"4e054a0401c3fccd720f43b0a248f2ec55823c85d0802b66e2dabe05854f1737\",\"skills\":[\"Artificial Intelligence\",\"Data Analysis\",\"Operations\",\"Statistical Thinking\"],\"skillsData\":[{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Statistical Thinking\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":8,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":[\"00169f68-ff4b-4621-a741-25ba70c98482\",\"c342de57-68e3-46a3-ad67-53f6a6a74115\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1217,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Babson College\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"babak-zafari\",\"barry-libert\",\"davit-khachatryan\",\"george-recck\",\"megan-beck\",\"nathan-karst\",\"rick-cleary\",\"thomas-davenport\"],\"tags\":[\"data-analysis\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":502.2,\"strikethroughPrice\":558,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1636673633,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"f84b90ca-9860-423d-a856-72cdecc35993\",\"productUuid\":\"cf4e8c72-c103-4681-98c6-0a99fb97566e\",\"objectID\":\"program-cf4e8c72-c103-4681-98c6-0a99fb97566e\",\"productName\":\"Generate Smarter Generative AI Outputs\",\"productSlug\":\"certificates/professional-certificate/googlecloud-generate-smarter-generative-ai-outputs\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/cf4e8c72-c103-4681-98c6-0a99fb97566e-882cfd00e8b2.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"How to recognize and apply the data-to-AI technologies and tools provided by Google Cloud. ,How to build and deploy generative AI and machine learning models using Vertex AI and Gemini. ,How to construct semantic and hybrid search engines using vector embeddings and Vertex AI Vector Search. ,How to design retrieval-augmented generation (RAG) pipelines to create grounded, accurate AI agents.\",\"shortDescription\":\"Learn to build and deploy smarter generative AI solutions with Google Cloud. Develop skills in Vertex AI, Gemini, diffusion models, and vector search to create, tune, and ground intelligent systems across real-world applications.\",\"productOverview\":\"$109\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:41.017Z\",\"created\":\"2025-11-04T13:38:19.056Z\",\"hash\":\"cec14ddd67b1067c6fcbcd016efd572991fc952044994011e3e24637ae8f7003\",\"skills\":[\"Applications Of Artificial Intelligence\",\"Artificial Intelligence\",\"Deep Learning\",\"Google Cloud\",\"Hallucinations\",\"Image Generation\",\"Intelligent Systems\",\"Machine Learning\",\"Thermodynamics\"],\"skillsData\":[{\"skill\":\"Google Cloud\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"Image Generation\",\"category\":\"Media and Writing\",\"subcategory\":\"Photo/Video Production and Technology\"},{\"skill\":\"Applications Of Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Intelligent Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Thermodynamics\",\"category\":\"Science and Research\",\"subcategory\":\"Physics\"},{\"skill\":\"Hallucinations\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":10,\"weeksToCompleteMin\":8,\"weeksToCompleteMax\":9,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":9,\"courseUuids\":[\"7abd2f91-2666-423d-9275-6fd2dd712579\",\"b41bf7b2-2a7e-4eff-915f-72a732b0e418\",\"dd4f1858-ef10-495c-a621-9f0a44fb041a\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1653,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[],\"tags\":[\"cloud-computing\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":112.5,\"strikethroughPrice\":125,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1762193661,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"fb5fc2c4-b982-463c-8068-5849445438f3\",\"productUuid\":\"3d9a0c2d-3281-4a05-9b63-ec30cef28799\",\"objectID\":\"program-3d9a0c2d-3281-4a05-9b63-ec30cef28799\",\"productName\":\"Google Workspace Administrator\",\"productSlug\":\"certificates/professional-certificate/googlecloud-google-workspace-administrator\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/3d9a0c2d-3281-4a05-9b63-ec30cef28799-7d50567a0c1f.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Law\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"How to configure and manage Google Workspace core services for organizational efficiency. ,How to implement strong authentication measures and security controls across your domain. ,How to govern data using DLP rules, Google Vault, and compliance configurations. ,How to manage user access, mobile devices, and third-party applications securely. ,How to automate workflows and extend functionality using AppSheet and Apps Script.\",\"shortDescription\":\"Advance your career as a trusted cloud professional and help your organization become smarter, safer, and more efficient with Google Workspace.\",\"productOverview\":\"$10a\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:42.120Z\",\"created\":\"2025-10-28T13:43:06.547Z\",\"hash\":\"61f49484e4520c9d9e854bddd94c360295072cf0bfdb7304ab8c7e7964f1d854\",\"skills\":[\"AppSheet\",\"Artificial Intelligence\",\"Authentications\",\"Collaborative Software\",\"Data Loss Prevention\",\"Google Cloud\",\"Google Workspace\",\"Operations\",\"Scripting\",\"Workflow Automation\"],\"skillsData\":[{\"skill\":\"Scripting\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting\"},{\"skill\":\"Workflow Automation\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Google Workspace\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Collaborative Software\",\"category\":\"Information Technology\",\"subcategory\":\"Collaborative Software\"},{\"skill\":\"Data Loss Prevention\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"AppSheet\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Authentications\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Google Cloud\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":15,\"weeksToCompleteMin\":11,\"weeksToCompleteMax\":12,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"6ca3c4ea-f609-405c-ad2a-cd0b4ab7d6b9\",\"84c0f64f-76d6-4cbb-842a-ff1ec2787aa7\",\"a885f67b-8f88-4e12-b4c8-4a20cdf56d16\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":196,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":126,\"strikethroughPrice\":140,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1761601815,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"0d1010b6-f511-4b99-bdc1-bbd77a719a43\",\"productUuid\":\"e862af36-d4f7-401c-91ee-898753af5bb7\",\"objectID\":\"program-e862af36-d4f7-401c-91ee-898753af5bb7\",\"productName\":\"Python Data Science\",\"productSlug\":\"certificates/professional-certificate/ibm-python-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/e862af36-d4f7-401c-91ee-898753af5bb7-70c1d615d4b5.jpeg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Engineering\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"Understand Python language basics and how they apply to data science. ,Practice iterative data science using Jupyter notebooks on IBM Cloud. ,Analyze data using Python libraries like pandas and numpy. ,Create stunning data visualizations with matplotlib, folium, and seaborn. ,Build machine learning models using scipy and scikitlearn. ,Demonstrate proficiency in solving real life data science problems.\",\"shortDescription\":\"Launch your career in data science with hands-on Python skills.\",\"productOverview\":\"$10b\",\"courseCount\":6,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:41.665Z\",\"created\":\"2025-04-07T19:36:28.773Z\",\"hash\":\"541d7348e1da59d62b6cd3cc76b12aa1be77b7b4aafaa8542e76f2283570d9e7\",\"skills\":[\"Analytical Skills\",\"Computer Programming\",\"Data Analysis\",\"Data Science\",\"Data Visualization\",\"Economy\",\"IBM Cloud Computing\",\"Jupyter\",\"Machine Learning\",\"Matplotlib (Python Package)\",\"NumPy (Python Package)\",\"Pandas (Python Package)\",\"Python (Programming Language)\",\"SciPy\",\"Scikit-Learn (Python Package)\",\"Seaborn\"],\"skillsData\":[{\"skill\":\"Jupyter\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Analytical Skills\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"IBM Cloud Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"Pandas (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Scikit-Learn (Python Package)\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Matplotlib (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Seaborn\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Computer Programming\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"NumPy (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Mathematical Software\"},{\"skill\":\"SciPy\",\"category\":\"Science and Research\",\"subcategory\":\"Science Software\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Economy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":25,\"weeksToCompleteMin\":14,\"weeksToCompleteMax\":15,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"168631cb-3bbf-4c81-98f1-e6816fbcd1bf\",\"29a1e3b8-3e84-4b14-b60d-0fa97512e420\",\"34ea79ed-b0c4-4a12-aeb6-64a5b507607a\",\"381a0046-5d78-4790-8776-74620d59f48e\",\"7e2383ac-27ba-40e9-95bc-e86e61841211\",\"bf6989e9-4ddf-4338-a2fc-a134d4bf933b\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":14092,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"alex-aklson\",\"azim-hirjani-2\",\"joseph-santarcangelo\",\"saeed-aghabozorgi\",\"saishruthi-swaminathan\",\"yan-luo\"],\"tags\":[\"build-as-preview\",\"computer-programming\",\"data-analysis\",\"information-technology\",\"machine-learning\",\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":516.6,\"strikethroughPrice\":574,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1621004783,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"a3d8f1d8-2d65-4e58-9898-3b9bc197d8c3\",\"productUuid\":\"18ff3b25-81ca-4324-b3da-425277a9ee02\",\"objectID\":\"program-18ff3b25-81ca-4324-b3da-425277a9ee02\",\"productName\":\"Data Analysis for Decision-Making\",\"productSlug\":\"certificates/professional-certificate/ritx-data-analysis-for-decision-making\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/18ff3b25-81ca-4324-b3da-425277a9ee02-bdfbb53cac23.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Rochester Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/de3e9ff0-477d-4496-8cfa-a98f902e5830-71b79f0ac34a.png\",\"fullDescription\":\"How to apply critical thinking skills when working with data ,How to use Microsoft Excel to organize and clean data and create a data analysis plan ,Use Tableau to create meaningful tables and graphical representations to organize and visually present data ,Identify key take away points from data analysis and integrate them with other important information ,Critically assess graphical representations for accuracy and misrepresentation of data\",\"shortDescription\":\"\",\"productOverview\":\"$10c\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"RITx\"],\"lastUpdated\":\"2026-06-02T13:55:41.001Z\",\"created\":\"2025-04-07T19:36:28.789Z\",\"hash\":\"69973dd04b37607f57914d977313074000ba3520740309a629e98a844f0d1a8a\",\"skills\":[\"Big Data\",\"Data Analysis\",\"Data Collection\",\"Data Literacy\",\"Data Science\",\"Data Visualization\",\"Decision Making\",\"Research\"],\"skillsData\":[{\"skill\":\"Data Literacy\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Data Collection\",\"category\":\"Information Technology\",\"subcategory\":\"Data Collection\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":12,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":8,\"courseUuids\":[\"40e02c86-a59c-4e18-886a-a6d6e75aa081\",\"46965836-ee74-4707-9a5f-e948357ea5e9\",\"f5862e7f-0f90-424b-a2b5-413d3e15f569\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1019,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Rochester Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"daniel-moscoe-2\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":672.3,\"strikethroughPrice\":747,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1595868210,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"5ca37ba5-c80e-4aea-ab25-d2f5f16756b1\",\"productUuid\":\"3a11b2ee-d4fa-4c5f-8079-4b180d265b16\",\"objectID\":\"program-3a11b2ee-d4fa-4c5f-8079-4b180d265b16\",\"productName\":\"Contact Center AI (CCAI) Platform\",\"productSlug\":\"certificates/professional-certificate/googlecloud-contact-center-ai-ccai-platform\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/3a11b2ee-d4fa-4c5f-8079-4b180d265b16-4373ba837bb6.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"How to handle call and chat interactions using CCAIP’s core agent features and functionality. ,How to monitor, analyze, and report on contact center performance to meet Service-Level Agreement (SLA) metrics and KPIs. ,How to coach agents, manage onboarding, and ensure adherence to contact center policies and best practices. ,How to configure, adjust, and maintain CCAIP to support organizational needs, seasonality, and staffing demands. ,How to determine routing paths, manage channels, and assign both agents and teams to improve the customer experience.\",\"shortDescription\":\"Gain hands-on experience with Google Cloud’s Contact Center AI (CCAI) Platform. Learn to handle interactions, manage performance, and configure CCAIP for effective, AI-powered customer engagement across channels.\",\"productOverview\":\"$10d\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:42.213Z\",\"created\":\"2025-11-04T13:38:19.057Z\",\"hash\":\"1ae04c7a57b99f0c722f2a3bd0e10703ed142ef7f931d00ecd1b300fd6233d5f\",\"skills\":[\"Artificial Intelligence\",\"Communication\",\"Customer Engagement\",\"Customer Interaction Management\",\"Customer Service\",\"Google Cloud\",\"Key Performance Indicators (KPIs)\",\"Management\",\"Operations\",\"Team Performance Management\"],\"skillsData\":[{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Customer Engagement\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Team Performance Management\",\"category\":\"Business\",\"subcategory\":\"Performance Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Customer Service\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Customer Interaction Management\",\"category\":\"Business\",\"subcategory\":\"Customer Relationship Management (CRM)\"},{\"skill\":\"Key Performance Indicators (KPIs)\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Google Cloud\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":20,\"weeksToCompleteMin\":18,\"weeksToCompleteMax\":19,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":19,\"courseUuids\":[\"102beb65-19f7-46d4-ac84-be0615e48125\",\"790a86f9-f133-4b57-becb-6e3fa9836b07\",\"ca7f2448-cdb7-48e0-88f7-4d7743cfc0d7\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":174,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[],\"tags\":[\"cloud-computing\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":81,\"strikethroughPrice\":90,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1762194014,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"College Credit\",\"productUuids\":[\"98ad6cea-24a1-4926-8fc0-13de8dc1c1d1\",\"75a1691c-db20-4153-a270-574f999c13d7\",\"59488f04-79a1-442d-9485-ca84562d6e12\",\"c22ff74a-6bec-4357-b941-d3eaf56966c7\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"8a320d3c-3c4c-49e0-9fba-cca9577986e3\",\"productUuid\":\"98ad6cea-24a1-4926-8fc0-13de8dc1c1d1\",\"objectID\":\"program-98ad6cea-24a1-4926-8fc0-13de8dc1c1d1\",\"productName\":\"Statistics and Data Science (General Track)\",\"productSlug\":\"masters/micromasters/mitx-statistics-and-data-science-general-track\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/98ad6cea-24a1-4926-8fc0-13de8dc1c1d1-ca65fc53ddde.jpeg\",\"productType\":\"MicroMasters\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Math\",\"Science\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"Master the foundations of data science, data analysis, statistics, and machine learning. ,Analyze big data and make data-driven predictions through probabilistic modeling and statistical inference; identify and deploy appropriate modeling and methodologies in order to extract meaningful information for decision making. ,Develop and build machine learning algorithms to extract meaningful information from seemingly unstructured data; learn popular unsupervised learning methods, including clustering methodologies and supervised methods such as deep neural networks. ,Understand the interplay between statistics and computation for the analysis of real data. ,Finishing this MicroMasters program will prepare you for job titles such as: Data Scientist, Data Analyst, Business Intelligence Analyst, Systems Analyst, Data Engineer.\",\"shortDescription\":\"Master the skills needed to become an informed and effective practitioner of data science who adds value to your organization across industries.\",\"productOverview\":\"$10e\",\"courseCount\":5,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:42.031Z\",\"created\":\"2025-04-07T19:36:28.762Z\",\"hash\":\"ad55c39ac8f3e950c9be2ac72c700131058bf4d0319c3543d9ad7393f63264a9\",\"skills\":[\"Artificial Intelligence\",\"Basic Math\",\"Calculus\",\"Data Science\",\"Decision Making\",\"Economics\",\"Evidence-Based Practice\",\"Machine Learning\",\"Probability\",\"Public Policies\",\"Python (Programming Language)\",\"Social Sciences\",\"Statistics\",\"Time Series\",\"Time Series Analysis And Forecasting\"],\"skillsData\":[{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Calculus\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Public Policies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Time Series Analysis And Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Evidence-Based Practice\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Procedure and Regulation\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Social Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Time Series\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Probability\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"}],\"level\":[\"Advanced\"],\"flexibility\":[\"instructor_paced\"],\"weeksToComplete\":68,\"weeksToCompleteMin\":51,\"weeksToCompleteMax\":52,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":15,\"courseUuids\":[\"124fb823-86b0-4ec1-8892-51496ce3c605\",\"4c70ad9b-9602-49af-bf00-83fa4bf47708\",\"54f10d8d-e1cd-44a9-9fe3-af78afe8a9ed\",\"84251067-b212-4355-a9d3-246d91896b90\",\"d8d3c316-0e41-4083-93ff-733a7e9b16bb\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":19616,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\",\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"caroline-uhler\",\"dimitri-bertsekas\",\"eren-can-kizildag\",\"esther-duflo\",\"jagdish-ramakrishnan\",\"jan-christian-hutter\",\"jimmy-li\",\"john-tsitsiklis\",\"john-tsitsiklis\",\"karene-chu\",\"karene-chu\",\"karene-chu\",\"katie-szeto\",\"kuang-xu\",\"patrick-jaillet\",\"patrick-jaillet\",\"philippe-rigollet\",\"philippe-rigollet\",\"qing-he\",\"regina-barzilay\",\"sara-fisher-ellison\",\"stefanie-jegelka\",\"tommi-jaakkola\",\"tommi-jaakkola\"],\"tags\":[\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":1350,\"strikethroughPrice\":1500,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1720732113,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"3d764936-05ed-45de-903f-f40bb41b0558\",\"productUuid\":\"75a1691c-db20-4153-a270-574f999c13d7\",\"objectID\":\"program-75a1691c-db20-4153-a270-574f999c13d7\",\"productName\":\"Full Stack Application Development\",\"productSlug\":\"bachelors/microbachelors/ibm-full-stack-application-development\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/75a1691c-db20-4153-a270-574f999c13d7-5b77aff6d587.png\",\"productType\":\"MicroBachelors\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Engineering\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"Job-ready full stack development skills in just 6-8 months, plus college credits, valuable hands-on experience, a capstone project, and an industry-recognized certificate employers value. No prior programming or cloud experience required. ,How to combine frontend and backend programming expertise to create seamless and dynamic web solutions so your resume stands out in this high-growth field. ,How to use HTML, CSS, JavaScript, Bootstrap, React, and Node.js to develop high-quality, user-focused applications with engaging web interfaces and efficient backend processing. ,Mastery of Python, Django, SQL, NoSQL, and database applications, along with AI integration using watsonx, ensuring you have essential data management skills for creating dynamic and scalable web applications. ,How to apply cloud-native principles and DevOps methodologies, and leverage tools such as containers, Docker, Kubernetes, microservices, and serverless computing, to streamline application deployment and management.\",\"shortDescription\":\"Get job-ready in just 6 months!\",\"productOverview\":\"$10f\",\"courseCount\":13,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:41.208Z\",\"created\":\"2025-04-07T19:36:28.776Z\",\"hash\":\"764d7166789872a6658642bf187380fbdb5f4837386ee8fca8532cfbcaf81c26\",\"skills\":[\"Agile Methodology\",\"Agile Software Development\",\"Application Development\",\"Application Security\",\"Artificial Intelligence\",\"Bootstrap (Front-End Framework)\",\"Cascading Style Sheets (CSS)\",\"Chatbot\",\"Cloud Application Development\",\"Cloud Infrastructure\",\"Cloud Security Infrastructure\",\"Cloud Technologies\",\"Cloud-Native Applications\",\"Cloud-Native Computing\",\"Database Management\",\"DevOps\",\"Django (Web Framework)\",\"Docker (Software)\",\"Front End (Software Engineering)\",\"Front End Design\",\"Full Stack Development\",\"Github\",\"HyperText Markup Language (HTML)\",\"IBM Cloud Computing\",\"Innovation\",\"Istio\",\"JavaScript (Programming Language)\",\"Kubernetes\",\"Machine Learning\",\"Microservices\",\"NoSQL\",\"Node.js (Javascript Library)\",\"Object-Relational Database\",\"Object-Relational Mapping\",\"Open Source Technology\",\"OpenShift\",\"Python (Programming Language)\",\"React.js (Javascript Library)\",\"Relational Databases\",\"SQL (Programming Language)\",\"Serverless Computing\",\"Software As A Service (SaaS)\",\"Software Development\",\"Software Engineering\"],\"skillsData\":[{\"skill\":\"Full Stack Development\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Cloud Security Infrastructure\",\"category\":\"Information Technology\",\"subcategory\":\"Network Security\"},{\"skill\":\"Application Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Serverless Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Istio\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"Open Source Technology\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Cascading Style Sheets (CSS)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"},{\"skill\":\"Github\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"Chatbot\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Cloud-Native Applications\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"IBM Cloud Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"Application Development\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Kubernetes\",\"category\":\"Information Technology\",\"subcategory\":\"IT Automation\"},{\"skill\":\"Front End Design\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Agile Methodology\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Django (Web Framework)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Object-Relational Database\",\"category\":\"Information Technology\",\"subcategory\":\"Databases\"},{\"skill\":\"NoSQL\",\"category\":\"Information Technology\",\"subcategory\":\"Databases\"},{\"skill\":\"Object-Relational Mapping\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"HyperText Markup Language (HTML)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Software As A Service (SaaS)\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"React.js (Javascript Library)\",\"category\":\"Information Technology\",\"subcategory\":\"JavaScript and jQuery\"},{\"skill\":\"Software Development\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Cloud Technologies\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Docker (Software)\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"OpenShift\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"Microservices\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Cloud-Native Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"JavaScript (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"JavaScript and jQuery\"},{\"skill\":\"Bootstrap (Front-End Framework)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Front End (Software Engineering)\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Software Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"DevOps\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Relational Databases\",\"category\":\"Information Technology\",\"subcategory\":\"Databases\"},{\"skill\":\"Node.js (Javascript Library)\",\"category\":\"Information Technology\",\"subcategory\":\"JavaScript and jQuery\"},{\"skill\":\"Cloud Infrastructure\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Agile Software Development\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Cloud Application Development\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Database Management\",\"category\":\"Information Technology\",\"subcategory\":\"Database Administration\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"}],\"level\":[\"Advanced\",\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":35,\"weeksToCompleteMin\":14,\"weeksToCompleteMax\":15,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"0af1e674-790b-4aa6-89dc-80adbd89d479\",\"381a0046-5d78-4790-8776-74620d59f48e\",\"3ecccd7a-1142-46cf-8fa9-b2532ecf2ac5\",\"44cf2e23-77ea-4029-8445-57bff3426221\",\"45e714ff-881f-4f74-85c3-b2e63e2df20b\",\"4633ab16-80c5-48c4-a656-564b89bf4349\",\"56d09d4a-acc8-4d90-8926-ed0bfe408b2b\",\"727971ff-3872-4fdc-9133-5a4d6d0077ab\",\"7a1a677e-be4c-4e1d-9630-2d60323db911\",\"7e2be72d-1853-49d5-8f19-4e62e857625a\",\"a8c9c3d0-8879-4353-acad-d13adec1d9a6\",\"ae17a348-78ed-496e-a0b7-a1c7098a3ad0\",\"b5f62d16-ac55-4b5f-ab39-d19dc635d158\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":19771,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"alex-parker\",\"heather-nelson\",\"joseph-santarcangelo\",\"ramesh-sannareddy\",\"rav-ahuja\",\"rav-ahuja\",\"skills-network\",\"upkar-lidder\",\"upkar-lidder\",\"yan-luo\",\"yan-luo\"],\"tags\":[\"python\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":802.8,\"strikethroughPrice\":892,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1716853103,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"c03f2f6f-3357-48cd-849b-61aeb9b03c45\",\"productUuid\":\"59488f04-79a1-442d-9485-ca84562d6e12\",\"objectID\":\"program-59488f04-79a1-442d-9485-ca84562d6e12\",\"productName\":\"Business Management\",\"productSlug\":\"masters/micromasters/iimbx-business-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/59488f04-79a1-442d-9485-ca84562d6e12-e81f2e8f66e5.jpg\",\"productType\":\"MicroMasters\",\"attributes\":[\"Business \u0026 Management\",\"Data Analysis \u0026 Statistics\",\"Economics \u0026 Finance\",\"Social Sciences\"],\"partnerName\":\"Indian Institute of Management Bangalore\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c2e6b3f5-9c1f-41f0-b692-f2173d05a256-7729f0b9d72b.png\",\"fullDescription\":\"An overview of business organizations and the role accounting plays in managing them. ,Understand the role of operations management in a firm and develop the ability to structure and solve operations related problems. ,Acquire a deeper understanding of the different aspects of people management. ,An introduction to the systematic framework of marketing management and different approaches for marketing goods and services. ,Master concepts and tools that are useful to managers for making financial decisions. ,Understand the analytical approaches underlying strategy and competitive advantage.\",\"shortDescription\":\"Master the essentials of managing a successful business including accounting, finance, marketing, operations, people management and strategy.\",\"productOverview\":\"\u003cp\u003eGain an advantage by learning the key business essentials through this comprehensive online MicroMasters program, covering all core management disciplines.    \\r\\n\\r\\n\u003cp\u003eUnderstanding the managerial context of decision making is critical to being a successful manager. The MicroMasters program in management from the Indian Institute of Management Bangalore, aims to provide the learner with the perfect learning pathway to develop core competencies across six management disciplines:  \u003cul\u003e\u003cli\u003eAccounting\u003c/li\u003e  \u003cli\u003eFinance\u003c/li\u003e  \u003cli\u003eOperations Management\u003c/li\u003e  \u003cli\u003ePeople Management \u003c/li\u003e  \u003cli\u003eMarketing \u003c/li\u003e  \u003cli\u003eBusiness Strategy\u003c/li\u003e\u003c/ul\u003e\",\"courseCount\":6,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IIMBx\"],\"lastUpdated\":\"2026-06-02T13:55:41.481Z\",\"created\":\"2025-04-07T19:36:28.807Z\",\"hash\":\"954439eac55ee1eccf3c5b9b8f0b69e6dce884e81e35f37757654d40179372c8\",\"skills\":[\"Decision Making\",\"Management\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":41,\"weeksToCompleteMin\":28,\"weeksToCompleteMax\":29,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":5,\"courseUuids\":[\"2b531fed-b8f4-43ab-9e25-9d1d29820896\",\"4dc670b3-4bdc-443e-9c62-862146f79877\",\"5a1b1afc-ca22-44a8-be26-e4f5dac3286e\",\"66d85856-511a-43e8-98b8-3acc4da8d275\",\"b1e08c5c-4648-4b22-bb22-7b477fcf88d1\",\"e3e1545c-565d-4fa2-bfd0-92abdd9a8145\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":8039,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"Indian Institute of Management Bangalore\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"ashis-mishra\",\"ashok-thampy\",\"b-mahadevan\",\"ms-narasimhan\",\"p-d-jose\",\"rejie-george-pallathita\",\"sai-yayavaram\",\"vasanthi-srinivasan\"],\"tags\":[\"business-strategy\",\"finance\",\"operations\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":810,\"strikethroughPrice\":900,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1473975023,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"d23b54b4-e3bb-442d-bdae-02dddec15b71\",\"productUuid\":\"c22ff74a-6bec-4357-b941-d3eaf56966c7\",\"objectID\":\"program-c22ff74a-6bec-4357-b941-d3eaf56966c7\",\"productName\":\"Finance\",\"productSlug\":\"masters/micromasters/mitx-finance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/c22ff74a-6bec-4357-b941-d3eaf56966c7-ba8214a85494.png\",\"productType\":\"MicroMasters\",\"attributes\":[\"Data Analysis \u0026 Statistics\",\"Economics \u0026 Finance\",\"Engineering\",\"Math\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"Comprehend the foundations of modern finance. ,Understand the basics of corporate finance, capital budgeting, real and financial options, capital structure, yield curve analysis, and corporate risk management. ,Apply financial decision making, the theory of efficient markets, valuation theory, financial securities, risk analysis, portfolio theory, derivatives pricing, hedging strategies based on duration and convexity, and asset pricing models. ,Identify the basic structure of financial reports and the process of recording transactions.  Understand how investors, creditors, and other users analyze financial statements to assess corporate performance. ,Perform applied computational techniques in R and apply advanced mathematical topics in financial engineering and quantitative finance using linear algebra, optimization, probability, stochastic processes, and statistics.\",\"shortDescription\":\"Accelerate your finance career. Fast-track your master’s degree in finance.\",\"productOverview\":\"$110\",\"courseCount\":6,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:42.394Z\",\"created\":\"2025-04-07T19:36:28.796Z\",\"hash\":\"d641b008e9636f959520cd440163514b33e1ea8c06aa59ece6cf6da76119fb27\",\"skills\":[\"Asset Management\",\"Basic Math\",\"Derivatives Markets\",\"Finance\",\"Financial Accounting\",\"Financial Analysis\",\"Forecasting\",\"Mathematical Finance\"],\"skillsData\":[{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Derivatives Markets\",\"category\":\"Finance\",\"subcategory\":\"Financial Trading\"},{\"skill\":\"Mathematical Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Risk Management\"},{\"skill\":\"Financial Analysis\",\"category\":\"Finance\",\"subcategory\":\"Financial Analysis\"},{\"skill\":\"Asset Management\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Financial Accounting\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":[\"Advanced\"],\"flexibility\":[\"instructor_paced\",\"self_paced\"],\"weeksToComplete\":64,\"weeksToCompleteMin\":15,\"weeksToCompleteMax\":16,\"minHoursEffortPerWeek\":10,\"maxHoursEffortPerWeek\":14,\"courseUuids\":[\"1bf266b1-0a55-43e5-ae9f-f0c9a51aa515\",\"6e8a49e3-e74b-4a74-81b7-ebaf9c82c620\",\"7c566601-6ddb-4013-aa8e-e0cf29482e35\",\"8a1c5e35-6538-428c-a707-27d94c907187\",\"c2e08ac2-cf55-4aaf-a470-d5ff69b25291\",\"cb9eacc2-8af3-4216-808e-daa4b41bdd95\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":19264,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\",\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"deborah-j-lucas\",\"deborah-j-lucas\",\"egor-matveyev\",\"egor-matveyev\",\"egor-matveyev\",\"jiang-wang\",\"jiang-wang\",\"john-core\",\"leonid-kogan\",\"leonid-kogan\",\"paul-f-mende\",\"paul-f-mende\"],\"tags\":[\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":2964.6,\"strikethroughPrice\":3294,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1693342057,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Artificial Intelligence (AI)\",\"productUuids\":[\"f65273d8-4631-41d5-876e-0df58cc5c697\",\"9f0781f8-33c8-41c1-84a7-6c161413070c\",\"6344334f-cd83-404a-b892-a92e9105874f\",\"cf4e8c72-c103-4681-98c6-0a99fb97566e\",\"0ce916b6-ca09-4bc9-9d7f-6db0b2d9af97\",\"3a11b2ee-d4fa-4c5f-8079-4b180d265b16\",\"825d1158-6339-4061-bb1c-c947520fd2b3\",\"8c5c1af9-761b-49b4-9f52-f6f48856d906\",\"17edd24b-b6c1-4c79-86dd-5641cc6e75d0\",\"09753804-3758-4865-b6df-9aa38ec31482\",\"02512f40-9b54-4173-8a95-870a49aaf8b0\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"83cadbd9-3289-45e0-abfd-7e93a084e6f2\",\"productUuid\":\"f65273d8-4631-41d5-876e-0df58cc5c697\",\"objectID\":\"program-f65273d8-4631-41d5-876e-0df58cc5c697\",\"productName\":\"Gemini for Google Workspace\",\"productSlug\":\"certificates/professional-certificate/googlecloud-gemini-for-google-workspace\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/f65273d8-4631-41d5-876e-0df58cc5c697-ed2d802e0403.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Communication\",\"Computer Science\",\"Design\"],\"partnerName\":\"Google Cloud\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/7a30f2c7-0d59-4890-ab19-fc8324e9c7d6-6ff36c37bf48.png\",\"fullDescription\":\"Automate content creation by drafting and refining professional communications in Gmail and generating creative text in Google Docs. ,Generate custom visuals for presentations in Google Slides and build organizational templates from scratch in Google Sheets. ,Streamline virtual meetings in Google Meet by creating unique backgrounds, generating notes, and using translated captions. ,Produce compelling, work-ready videos for your team by using Google Vids, the new AI-powered video creation app for work. ,Apply generative AI principles across the Google Workspace suite to improve efficiency, enhance collaboration, and drive innovation in any role.\",\"shortDescription\":\"Master generative AI within Google Workspace to boost your productivity. Learn from Google experts how to use Gemini in Gmail, Docs, Sheets, and more to automate tasks, create compelling content, and accelerate your career.\",\"productOverview\":\"$111\",\"courseCount\":8,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GoogleCloud\"],\"lastUpdated\":\"2026-06-02T13:55:41.209Z\",\"created\":\"2025-09-24T13:36:49.810Z\",\"hash\":\"d39ed4e00d7d4553fe7ead6a7d3bba045135cb6c0f13dde05ef5c44efd3e3256\",\"skills\":[\"Artificial Intelligence\",\"Creativity\",\"Gmail\",\"Google Cloud\",\"Google Docs\",\"Google Meet\",\"Google Sheets\",\"Google Slides\",\"Google Workspace\",\"Innovation\",\"Marketing\",\"Proofreading\",\"Templates\",\"Workflow Management\"],\"skillsData\":[{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Creativity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Google Cloud\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"Templates\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Google Workspace\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Gmail\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Workflow Management\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Google Docs\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Google Sheets\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Google Slides\",\"category\":\"Design\",\"subcategory\":\"Presentation Design\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Google Meet\",\"category\":\"Information Technology\",\"subcategory\":\"Video and Web Conferencing\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Proofreading\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":8,\"weeksToCompleteMin\":0,\"weeksToCompleteMax\":1,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":3,\"courseUuids\":[\"0093ecf2-0cd4-4020-b5a0-0bf7d6a7ee98\",\"1799244b-f8ed-4254-8f96-72b341992db7\",\"32fd3e37-9fcd-4043-9734-e152af1af32d\",\"3d1d4502-18fe-4303-861b-397ae9c7fca9\",\"9ea519f4-3371-40d9-98bc-9a365fe506f6\",\"c5921bee-0a38-4db7-94b7-ecebf5fc7c20\",\"d78fe7af-e635-4e6d-b050-ab8b8cd0c790\",\"e537b743-a668-4aa7-8637-868f3076c884\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1173,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"Google Cloud\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":216,\"strikethroughPrice\":240,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1758671360,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"5147f61d-6fb7-4e6a-99f6-d664c18966ad\",\"productUuid\":\"9f0781f8-33c8-41c1-84a7-6c161413070c\",\"objectID\":\"program-9f0781f8-33c8-41c1-84a7-6c161413070c\",\"productName\":\"Fundamentals of Google AI for Web Based Machine Learning\",\"productSlug\":\"certificates/professional-certificate/google-fundamentals-of-google-ai-for-web-based-machine-learning\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/9f0781f8-33c8-41c1-84a7-6c161413070c-553e5dfcf3bf.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Google\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/29d2370f-9575-4f8e-b107-753b1abcc5f0-6a48c6833673.png\",\"fullDescription\":\"What AI is and isn't. ,How machine learning works and how ML, AI and deep learning all fit together. ,Applied AI and what programming AI looks like. ,Introduction and overview of the TensorFlow.js library and the advantages of using ML in JavaScript. ,Ways to consume existing machine learning models. ,How to write custom models from a blank canvas (Linear Regression, Convolutional Neural Network). ,How to use industry standard pre-made models for object detection or natural language processing. ,How to convert Python models to TensorFlow.js format to run them client side in a web browser.\",\"shortDescription\":\"Cut through the hype, understand what AI / Machine Learning really is, and what it isn’t. Learn how to use TensorFlow.js - Google’s industry leading library for Machine Learning in JavaScript, giving your next web application superpowers.\",\"productOverview\":\"$112\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Google\"],\"lastUpdated\":\"2026-06-02T13:55:42.031Z\",\"created\":\"2025-04-07T19:36:28.765Z\",\"hash\":\"3f0df6db818a6403f8f9011713a5841c4953d5da6d1ce19456c3ef71703424a6\",\"skills\":[\"Application Programming Interface (API)\",\"Artificial Intelligence\",\"Artificial Neural Networks\",\"Computer Vision\",\"HyperText Markup Language (HTML)\",\"JavaScript (Programming Language)\",\"Machine Learning\",\"Teaching\",\"Writing\"],\"skillsData\":[{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"JavaScript (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"JavaScript and jQuery\"},{\"skill\":\"Application Programming Interface (API)\",\"category\":\"Information Technology\",\"subcategory\":\"Application Programming Interface (API)\"},{\"skill\":\"HyperText Markup Language (HTML)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Writing\",\"category\":\"Media and Writing\",\"subcategory\":\"Writing and Editing\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Computer Vision\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":11,\"weeksToCompleteMin\":10,\"weeksToCompleteMax\":11,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":[\"57628f22-de2a-4cd6-ad37-17a7139ca3ff\",\"93a42838-e9c4-4c72-8943-af75e3c5fb89\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":212,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Google\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"jason-mayes\",\"laurence-maroney\"],\"tags\":[],\"showInAlgoliaSearchResults\":false,\"availabilityRank\":null,\"listPrice\":538.2,\"strikethroughPrice\":598,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1632429888,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"01820b89-59a3-41e4-b69e-ad06629be86b\",\"productUuid\":\"6344334f-cd83-404a-b892-a92e9105874f\",\"objectID\":\"program-6344334f-cd83-404a-b892-a92e9105874f\",\"productName\":\"Generative AI for Everyone\",\"productSlug\":\"certificates/professional-certificate/ibm-generative-ai-for-everyone\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/6344334f-cd83-404a-b892-a92e9105874f-e56b230a2b8d.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"In-demand generative AI skills and hands-on experience employers look for on a resume. No prior tech or AI experience required. ,How to write effective prompts that get the results you need quickly and efficiently. ,How to use generative AI technologies to speed up the creation of written communications and content. ,The fundamentals of generative AI tools, models, and AI platforms such as ChatGPT, IBM watsonx and Hugging Face. ,The ethical considerations you need to be aware of for responsible use of generative AI, including its limitations and misuses, e.g. copyright implications.\",\"shortDescription\":\"\",\"productOverview\":\"$113\",\"courseCount\":5,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:42.469Z\",\"created\":\"2025-04-07T19:36:28.798Z\",\"hash\":\"6139a3c5ad5364e6b5da5ce1a29218ab28159de5c97739fbf00c17fa3c42bb18\",\"skills\":[\"Algorithms\",\"Amazon Web Services\",\"Artificial Intelligence\",\"Customer Inquiries\",\"Data Entry\",\"Demand Generation\",\"Research\",\"Web Browsers\",\"Workflow Management\"],\"skillsData\":[{\"skill\":\"Data Entry\",\"category\":\"Administration\",\"subcategory\":\"General Administrative and Clerical Tasks\"},{\"skill\":\"Demand Generation\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Promotions and Campaigns\"},{\"skill\":\"Workflow Management\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Amazon Web Services\",\"category\":\"Information Technology\",\"subcategory\":\"Web Services\"},{\"skill\":\"Web Browsers\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Customer Inquiries\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":15,\"weeksToCompleteMin\":2,\"weeksToCompleteMax\":3,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":3,\"courseUuids\":[\"12259701-6fb7-425c-b6e6-0be895d86268\",\"2d5b1959-d856-4a35-8aa4-c6cb67b233a9\",\"65ecb868-e9bf-41e6-a345-46c90fd968ea\",\"a2ae5d2b-18c8-4569-8c96-03ac1b152909\",\"cdef57a9-a0f3-4b8a-a720-db5296190bdf\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":8752,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"antonio-cangiano\",\"rav-ahuja\",\"rav-ahuja\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":220.5,\"strikethroughPrice\":245,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1706605847,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:2:subcategories:0:products:3\",\"$47:props:categories:2:subcategories:0:products:2\",\"$47:props:categories:2:subcategories:0:products:7\",{\"id\":\"75e2c2fc-889f-4a42-bae1-02d74b93c439\",\"productUuid\":\"825d1158-6339-4061-bb1c-c947520fd2b3\",\"objectID\":\"program-825d1158-6339-4061-bb1c-c947520fd2b3\",\"productName\":\"AI Skills: Basic and Advanced Techniques in Machine Learning\",\"productSlug\":\"certificates/professional-certificate/delftx-ai-skills-basic-and-advanced-techniques-in-machine-learning\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/825d1158-6339-4061-bb1c-c947520fd2b3-d20929dffc99.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Delft University of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"fullDescription\":\"$114\",\"shortDescription\":\"Learn the fundamental and get to know more advanced techniques of machine learning (supervised, unsupervised, reinforcement and deep learning) to help you to solve real-life problems.\",\"productOverview\":\"$115\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"DelftX\"],\"lastUpdated\":\"2026-06-02T13:55:40.915Z\",\"created\":\"2025-04-07T19:36:28.781Z\",\"hash\":\"835ce50e7fdbe425606b8622c231344b34e2960913030daf83aa2d8702d7b95e\",\"skills\":[\"Algorithms\",\"Artificial Intelligence\",\"Artificial Neural Networks\",\"Customer Service\",\"Deep Learning\",\"Dimensionality Reduction\",\"Forecasting\",\"Machine Learning\",\"Machine Learning Algorithms\",\"Python (Programming Language)\",\"Reinforcement Learning\",\"Scikit-Learn (Python Package)\",\"Supervised Learning\",\"Unsupervised Learning\"],\"skillsData\":[{\"skill\":\"Reinforcement Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Supervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Customer Service\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Dimensionality Reduction\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Machine Learning Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Scikit-Learn (Python Package)\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Unsupervised Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":12,\"weeksToCompleteMin\":5,\"weeksToCompleteMax\":6,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":8,\"courseUuids\":[\"0a4df8e6-0eff-40ea-b139-7b3c88ddfe5f\",\"cd0c1d2c-9a6d-4f30-aa9e-9f2e31dbfe91\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":357,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Delft University of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"alfredo-nunez-vicencio\",\"amira-elnouty\",\"hanne-kekkonen\",\"hongrui-wang\",\"luca-laurenti\",\"tom-viering\",\"tom-viering\",\"wendelin-bohmer\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":333,\"strikethroughPrice\":370,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1681426163,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:2:subcategories:0:products:1\",{\"id\":\"3f2f4e3a-629e-4fa8-b574-d7b4afe823f9\",\"productUuid\":\"09753804-3758-4865-b6df-9aa38ec31482\",\"objectID\":\"program-09753804-3758-4865-b6df-9aa38ec31482\",\"productName\":\"Generative AI Fundamentals\",\"productSlug\":\"certificates/professional-certificate/ai-generative-ai-fundamentals\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/09753804-3758-4865-b6df-9aa38ec31482-0f6c9e9e149c.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Pragmatic AI Labs\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/b238af16-8e01-4cce-ae8d-3a85b2e92fb5-cbfb5dff124c.png\",\"fullDescription\":\"Apply generative AI techniques like prompt engineering and few-shot learning to guide model outputs. ,Utilize AI pair programming tools and MLOps best practices to enhance development workflows. ,Deploy and integrate language models using cloud services such as AWS and Azure OpenAI Service. ,Serve powerful language models as scalable web APIs for both cloud and local environments. ,Leverage Small Language Models (SLMs) and Large Language Models (LLMs) for various NLP tasks.\",\"shortDescription\":\"Learn to leverage generative AI, LLMs, Small Language Models, prompt engineering, and MLOps best practices to optimize software development workflows and boost productivity using cloud services and local tools.\",\"productOverview\":\"$116\",\"courseCount\":6,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"AI\"],\"lastUpdated\":\"2026-06-02T13:55:40.915Z\",\"created\":\"2025-04-07T19:36:28.788Z\",\"hash\":\"4be2d6047cd42cacdd9e24e594a262c2a7fd1931db51b712cc1b0ae7ad2a5462\",\"skills\":[\"AWS SageMaker\",\"Amazon Web Services\",\"Application Programming Interface (API)\",\"Architectural Patterns\",\"Artificial Intelligence\",\"Chatbot\",\"Cloud Services\",\"DevOps\",\"Innovation\",\"Language Translation\",\"Microsoft Azure\",\"Scalability\",\"Workflow Management\"],\"skillsData\":[{\"skill\":\"AWS SageMaker\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Architectural Patterns\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Microsoft Azure\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Solutions\"},{\"skill\":\"Application Programming Interface (API)\",\"category\":\"Information Technology\",\"subcategory\":\"Application Programming Interface (API)\"},{\"skill\":\"DevOps\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Cloud Services\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Workflow Management\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Chatbot\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Amazon Web Services\",\"category\":\"Information Technology\",\"subcategory\":\"Web Services\"},{\"skill\":\"Scalability\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Language Translation\",\"category\":\"Language\",\"subcategory\":\"Language Interpretation and Translation\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":19,\"weeksToCompleteMin\":8,\"weeksToCompleteMax\":9,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":6,\"courseUuids\":[\"01dd3f98-c8db-4440-aa62-2e1a2400fa15\",\"29767ed4-7931-4bb4-87e1-6206a371a67c\",\"5cb95d2b-eb61-4ab5-a1db-9220fafd8d5d\",\"61b33ab3-b03f-4bb8-b921-9986539e9f3e\",\"d40a8313-5ddc-4055-9c8b-5d58bf15898b\",\"df3b7eaa-0ab1-4a6a-b2d1-4f523b8b0ecf\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1164,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Pragmatic AI Labs\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"alfredo-deza\",\"noah-gift\",\"noah-gift\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":1493.99,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1715885429,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"9335a62e-588d-4d3b-bb69-493524c1b931\",\"productUuid\":\"02512f40-9b54-4173-8a95-870a49aaf8b0\",\"objectID\":\"program-02512f40-9b54-4173-8a95-870a49aaf8b0\",\"productName\":\"Generative AI for Business Leaders and Executives\",\"productSlug\":\"certificates/professional-certificate/ibm-generative-ai-for-business-leaders-and-executives\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/02512f40-9b54-4173-8a95-870a49aaf8b0-58423f144e95.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"A step-by-step practical approach to formulating strategic genAI business applications that drive innovation in your organization. ,How to apply genAI best practices in various business areas, including customer service, marketing, HR, ITOps, FinOps, and Finance. ,How to formulate genAI integration strategic use cases and solutions, including compliance and governance, suited to the needs of your business functions. ,Techniques for application of genAI for brainstorming and reflective thinking to develop strategic AI initiatives.\",\"shortDescription\":\"Lead the Future: Harness Generative AI to Drive Innovation and Accelerate Your Business\",\"productOverview\":\"$117\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:40.813Z\",\"created\":\"2025-04-07T19:36:28.781Z\",\"hash\":\"6bf7d3d4f17f81c5acd0cbefb1095c13013546a89b4338c24c39322d4329d066\",\"skills\":[\"Apache Spark\",\"Artificial Intelligence\",\"Customer Engagement\",\"Governance\",\"Innovation\",\"Workforce Optimization\"],\"skillsData\":[{\"skill\":\"Workforce Optimization\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Governance\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Apache Spark\",\"category\":\"Information Technology\",\"subcategory\":\"Apache\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Customer Engagement\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":3,\"weeksToCompleteMin\":0,\"weeksToCompleteMax\":1,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":[\"278d506a-2789-422f-ac62-610533191d56\",\"a65ffdf9-74a3-40a7-a98f-c8d3d4f9d042\",\"afa22270-99af-42fa-8b8f-3b4379f89e5e\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1060,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"bethany-hudnutt-2\",\"ibm-ai-academy\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":132.3,\"strikethroughPrice\":147,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1737058736,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Digital Marketing\",\"productUuids\":[\"9976a3f9-0771-484d-bc2d-6a343175a2e4\",\"d2d581e5-daa1-4e12-9355-f4fe0284b0c9\",\"53005fd8-f03a-4484-bc49-7e8054a9fee8\",\"1ff20015-8a46-48a8-8cfb-914d2f244b83\",\"80eae60c-7872-4c50-8728-b05717676903\",\"60978a0a-da10-4430-9ff3-a5ad67b1b499\",\"ee57513c-8aee-48c8-bd0e-091a7bc3f5d2\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"57c8d3b1-ac99-4107-b742-e5ffa4f081ea\",\"productUuid\":\"9976a3f9-0771-484d-bc2d-6a343175a2e4\",\"objectID\":\"program-9976a3f9-0771-484d-bc2d-6a343175a2e4\",\"productName\":\"AI for Marketing\",\"productSlug\":\"certificates/professional-certificate/davidson-galileo-ai-for-marketing\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/9976a3f9-0771-484d-bc2d-6a343175a2e4-95f372f5a825.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Davidson and Galileo\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/d4b76689-6d80-4428-a444-dd96aaf2596b-f42cbf770f6a.png\",\"fullDescription\":\"Provide an overview of AI's evolution and its growing significance in marketing strategies. ,Introduce fundamental AI concepts relevant to digital marketing. ,Introduce generative AI and its applications in digital marketing. ,Master AI-driven Marketing Optimization techniques to analyze data, personalize content, and maximize ROI. ,Automate marketing campaigns efficiently using AI algorithms for tasks like email marketing and ad targeting. ,Integrate AI strategically into marketing planning to align initiatives with business objectives. ,Navigate ethical considerations in AI-driven marketing, ensuring transparency and consumer trust. ,Apply AI-powered creativity to develop compelling marketing content and drive engagement.\",\"shortDescription\":\"Unlock the potential of AI in digital marketing with our professional certification program.\",\"productOverview\":\"$118\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Davidson_Galileo\"],\"lastUpdated\":\"2026-06-02T13:55:42.033Z\",\"created\":\"2025-04-07T19:36:28.789Z\",\"hash\":\"7056284ec821cc64cd74770bfc51a29df253b3040c234fe9b0b6ac1cfb6e456a\",\"skills\":[\"Algorithms\",\"Artificial Intelligence\",\"Automation\",\"Consumer Behaviour\",\"Creativity\",\"Digital Marketing\",\"Innovation\",\"Marketing\",\"Marketing Optimization\",\"Marketing Strategies\",\"Strategic Planning\"],\"skillsData\":[{\"skill\":\"Consumer Behaviour\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Marketing Optimization\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Digital Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Strategic Planning\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Creativity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Automation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Automation\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":9,\"weeksToCompleteMin\":2,\"weeksToCompleteMax\":3,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":[\"0ebb25a7-244b-4702-84d6-e11cb84e3995\",\"35c307d9-ec79-4ec2-ac82-fd7a282b6d2d\",\"707498ca-10bc-4519-9ef9-606e68ab9b3d\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3727,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Davidson and Galileo\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"miguel-a-morales-chan-ph-d\",\"rocael-hernandez-rizzardini-ph-d\",\"vanessa-ai-3\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":267.3,\"strikethroughPrice\":297,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1715887093,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"1903866a-8d25-49a8-9863-ae8b3c816cde\",\"productUuid\":\"d2d581e5-daa1-4e12-9355-f4fe0284b0c9\",\"objectID\":\"program-d2d581e5-daa1-4e12-9355-f4fe0284b0c9\",\"productName\":\"Product Marketing Strategy\",\"productSlug\":\"masters/micromasters/iimbx-product-marketing-strategy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/d2d581e5-daa1-4e12-9355-f4fe0284b0c9-2abfd6a43f60.png\",\"productType\":\"MicroMasters\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Indian Institute of Management Bangalore\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c2e6b3f5-9c1f-41f0-b692-f2173d05a256-7729f0b9d72b.png\",\"fullDescription\":\"Understand the role and importance of product marketing in the overall marketing mix. ,Learn how to conduct comprehensive market research to identify customer needs, preferences, and trends. ,Develop strategies to effectively position products in the market and differentiate them from competitors. ,Explore pricing strategies that align with product value, target market, and business objectives. ,Learn how to create compelling product messaging and develop effective promotional tactics.\",\"shortDescription\":\"Gain a competitive edge with the 'Product Marketing Strategy' program. Learn key concepts, frameworks, and techniques to develop effective marketing strategies for products.\",\"productOverview\":\"\u003cp\u003eThe Product Marketing Strategy Program is designed to provide participants with a comprehensive understanding of the key concepts, frameworks, and techniques involved in developing effective marketing strategies for products. In today's highly competitive business landscape, a strong product marketing strategy is essential for the success and growth of any organization.\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eThroughout this program, participants will explore various aspects of product marketing, including market research, product positioning, competitive analysis, pricing strategies, promotional tactics, and go-to-market strategies. By gaining a deep understanding of these fundamental principles and best practices, participants will be equipped with the knowledge and skills needed to create and execute successful product marketing campaigns.\u003c/p\u003e\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IIMBx\"],\"lastUpdated\":\"2026-06-02T13:55:41.113Z\",\"created\":\"2025-04-07T19:36:28.805Z\",\"hash\":\"250b05f4579010836c97d1a11607249c3bbcae64ba980fa3f0520b563ebd6c45\",\"skills\":[\"Competitive Analysis\",\"Go-to-Market Strategy\",\"Market Research\",\"Marketing Strategies\",\"Pricing Strategies\",\"Product Marketing\"],\"skillsData\":[{\"skill\":\"Market Research\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Go-to-Market Strategy\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Competitive Analysis\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Pricing Strategies\",\"category\":\"Business\",\"subcategory\":\"Pricing Analysis\"},{\"skill\":\"Product Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Promotions and Campaigns\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":21,\"weeksToCompleteMin\":14,\"weeksToCompleteMax\":15,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":5,\"courseUuids\":[\"8b7520f3-f191-46f5-a1c9-0f0260bd3d02\",\"9721a0bb-c9bb-46e1-8b96-be7069b3b96a\",\"b1e08c5c-4648-4b22-bb22-7b477fcf88d1\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2624,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"Indian Institute of Management Bangalore\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"ashis-mishra\",\"ganesh-n-prabhu\",\"s-ramesh-kumar\"],\"tags\":[\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":439.2,\"strikethroughPrice\":488,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1688663777,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"ee2df6bf-4776-4589-a17d-b00c41101cdc\",\"productUuid\":\"53005fd8-f03a-4484-bc49-7e8054a9fee8\",\"objectID\":\"program-53005fd8-f03a-4484-bc49-7e8054a9fee8\",\"productName\":\"Digital Marketing\",\"productSlug\":\"certificates/professional-certificate/usmx-digital-marketing\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"The University of Maryland, College Park\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/ac5b634b-1d88-43d5-8199-1142a2e4fc96-0f3719f6fbd4.png\",\"fullDescription\":\"How the varied and changing approaches to digital marketing, such as mobile and omnichannel marketing and attribution and marketing mix modeling. ,How to leverage SEO and SEM strategies including web analytics, machine learning and AI/Big Data applications. ,How to harness the power of Customer Lifetime Value Concepts by applying it to firm value, selection of customers and loyalty programming. ,How to develop Online Advertising Ecosystems complete with Social Media /Social Network and Media Big Data analysis for better decision making.\",\"shortDescription\":\"\",\"productOverview\":\"$119\",\"courseCount\":4,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UMD\"],\"lastUpdated\":\"2026-06-02T13:55:42.386Z\",\"created\":\"2025-04-07T19:36:28.812Z\",\"hash\":\"b8da6d3f112de5f4530ea6d19d92a3942962a5fcfdd4d4f9f67296630fb556bf\",\"skills\":[\"Artificial Intelligence\",\"Creativity\",\"Digital Marketing\",\"Digital Skills\",\"Marketing\",\"Marketing Analytics\",\"Mass Communication\",\"Online Advertising\",\"Research\",\"Social Media Strategy\"],\"skillsData\":[{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Marketing Analytics\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Creativity\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Digital Skills\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Mass Communication\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Social Media Strategy\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Digital Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Online Advertising\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Online Advertising\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":16,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":[\"37e67dee-6b18-4cc2-a489-247eb377fc71\",\"7e710153-688f-472a-a764-b681505d4f19\",\"da8f2fe1-e792-4213-93c9-327cd92cf860\",\"ead84fcd-48ed-42d4-95af-93f54851297f\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4826,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"The University of Maryland, College Park\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"lauren-rhue\",\"lingling-zhang\",\"liye-ma\",\"mary-beth-furst\",\"michael-trusov\",\"p-k-kannan\",\"wendy-moe\",\"yogesh-joshi\"],\"tags\":[\"fugazi-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":716.4,\"strikethroughPrice\":796,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1600708700,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"f733bca0-d755-4361-8293-4d595dbdc517\",\"productUuid\":\"1ff20015-8a46-48a8-8cfb-914d2f244b83\",\"objectID\":\"program-1ff20015-8a46-48a8-8cfb-914d2f244b83\",\"productName\":\"Digital Marketing Fundamentals\",\"productSlug\":\"certificates/professional-certificate/edinburghx-digital-marketing-fundamentals\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/1ff20015-8a46-48a8-8cfb-914d2f244b83-62701c6e666d.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"The University of Edinburgh\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/bc823bd7-b910-4e23-a5fd-ac7283f02c1e-66ced298a065.png\",\"fullDescription\":\"How marketing creates value and can influence perceptions, purchasing and loyalty ,How successful brands are developed and sustained using segmentation, targeting and positioning for effective and profitable marketing ,Conduct a competitor audit and analysis ,Understand why digital marketing matters today and changes in the digital landscape ,Develop your own digital marketing strategy\",\"shortDescription\":\"This Professional Certificate will first introduce you to the role of marketing in a competitive marketplace and give you a good understanding of how to apply its principles to online marketing.\",\"productOverview\":\"$11a\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"EdinburghX\"],\"lastUpdated\":\"2026-06-02T13:55:42.016Z\",\"created\":\"2025-04-07T19:36:28.786Z\",\"hash\":\"72d33e8ccac3e7e149ec9c749b336f0745d36153e3248509b2355e5ed2cb3a64\",\"skills\":[\"Content Marketing\",\"Digital Marketing\",\"Entrepreneurship\",\"Marketing\",\"Marketing Planning\",\"Marketing Spending\",\"Online Marketing\",\"Pay Per Click\",\"Reskilling\",\"Search Engine Optimization\",\"Social Media\",\"User Experience (UX)\",\"Web Design\"],\"skillsData\":[{\"skill\":\"Search Engine Optimization\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Web Analytics and SEO\"},{\"skill\":\"Pay Per Click\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Marketing Spending\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Reskilling\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Entrepreneurship\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Social Media\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Content Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Web Design\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Marketing Planning\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Digital Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"User Experience (UX)\",\"category\":\"Design\",\"subcategory\":\"User Interface and User Experience (UI/UX) Design\"},{\"skill\":\"Online Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":14,\"weeksToCompleteMin\":13,\"weeksToCompleteMax\":14,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":6,\"courseUuids\":[\"0519bd05-2fe5-4f93-946b-76b83d112502\",\"5e2ea83a-3ec3-4461-86ab-94d17ab0c3f0\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":4610,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"The University of Edinburgh\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"asanka-de-silva\",\"ewelina-lacka\",\"malcolm-kirkup\",\"vrinda-narain\",\"vrinda-narain\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":268.2,\"strikethroughPrice\":298,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1597198604,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"a4924c6f-2655-4105-872e-4e07211e8f1e\",\"productUuid\":\"80eae60c-7872-4c50-8728-b05717676903\",\"objectID\":\"program-80eae60c-7872-4c50-8728-b05717676903\",\"productName\":\"Marketing Strategy\",\"productSlug\":\"certificates/professional-certificate/babsonx-marketing-strategy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/80eae60c-7872-4c50-8728-b05717676903-09995ab7bdbb.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Babson College\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/5e657c42-b466-4101-883a-7f2830ff3d54-1cc106481e49.png\",\"fullDescription\":\"How segmentation, targeting and positioning methods can be used to acquire customers. ,How to use the marketing mix: product, price, promotion, and place. ,Create customer profiles and personas that help you identify the right marketing channels to reach your customers. ,Develop content and messaging that directly address consumer needs and drive brand excitement.\",\"shortDescription\":\"Learn how to develop a consumer-centric marketing plan to engage existing and new customers for your company.\",\"productOverview\":\"$11b\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"BabsonX\"],\"lastUpdated\":\"2026-06-02T13:55:40.914Z\",\"created\":\"2025-04-07T19:36:28.775Z\",\"hash\":\"9b61cfecf4c7f5e11acfb475dc187141af6e6ac85163e8aac2c130dfc71f04ae\",\"skills\":[\"Consumer Behaviour\",\"Customer Engagement\",\"Entrepreneurship\",\"Marketing\",\"Marketing Channel\",\"Marketing Mix\",\"Marketing Strategies\",\"Optometry\",\"Strategic Marketing\",\"Target Audience\"],\"skillsData\":[{\"skill\":\"Target Audience\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Optometry\",\"category\":\"Health Care\",\"subcategory\":\"Eye Care\"},{\"skill\":\"Consumer Behaviour\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Marketing Mix\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Entrepreneurship\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Strategic Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Customer Engagement\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Marketing Channel\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":8,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":4,\"maxHoursEffortPerWeek\":6,\"courseUuids\":[\"ad14ab4d-69f7-44c2-955d-1194e19fbbd5\",\"ad3f9499-ee8d-42b6-8b38-f8f11370ffcc\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":745,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Babson College\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"anjali-s-bal\",\"beth-goldstein\",\"gary-ottley\"],\"tags\":[\"marketing\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":394.2,\"strikethroughPrice\":438,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1636700089,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"47d703d8-0768-4823-84ac-7f90663d2d42\",\"productUuid\":\"60978a0a-da10-4430-9ff3-a5ad67b1b499\",\"objectID\":\"program-60978a0a-da10-4430-9ff3-a5ad67b1b499\",\"productName\":\"Digital Marketing and Customer Engagement\",\"productSlug\":\"certificates/professional-certificate/tecdemonterrey-digital-marketing-and-customer-engagement\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/60978a0a-da10-4430-9ff3-a5ad67b1b499-37da91bb777c.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Tecnológico de Monterrey\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/ceb9644c-f8dd-4522-9acd-adb33cbb9b4b-e8152bc6676b.png\",\"fullDescription\":\"Tools and techniques to engage users  throughout their customer journey. ,How to support customers and build customer satisfaction and loyalty by developing a win-win relationship to better serve and retain them. ,Segment strategies that can include sales, acquisition, ecommerce, product education, product use, customer service, and help desk alignment. ,Analyze all the digital channels a customer interacts with within your business or organization, and how to communicate in an effective way. ,Understand all the digital touchpoints your customer has with your brand, including email, social media, and your website.\",\"shortDescription\":\"\",\"productOverview\":\"$11c\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"TecdeMonterreyX\"],\"lastUpdated\":\"2026-06-02T13:55:42.204Z\",\"created\":\"2025-04-07T19:36:28.809Z\",\"hash\":\"5a150651607a7161ff0adb96a882c15a3104e0ed5a3d67438df342b604f702bd\",\"skills\":[\"Communication\",\"Customer Engagement\",\"Digital Marketing\",\"Marketing\",\"Marketing Strategies\"],\"skillsData\":[{\"skill\":\"Customer Engagement\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Digital Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Digital Marketing\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":8,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":5,\"maxHoursEffortPerWeek\":8,\"courseUuids\":[\"37fd39b0-7207-4648-982e-13cda04749fa\",\"d301f45c-aede-467e-8c66-8d81d21819a3\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":460,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Tecnológico de Monterrey\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"brenda-aranda\",\"fernando-sierra-saavedra\",\"fernando-sierra-saavedra\"],\"tags\":[\"build-as-preview\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":448.2,\"strikethroughPrice\":498,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1607979786,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"8a0bbe8a-ae55-4176-82a4-fa965fbc7841\",\"productUuid\":\"ee57513c-8aee-48c8-bd0e-091a7bc3f5d2\",\"objectID\":\"\",\"productName\":\"Marketing in a Digital World\",\"productSlug\":\"masters/micromasters/curtinx-marketing-in-a-digital-world\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/ee57513c-8aee-48c8-bd0e-091a7bc3f5d2-bc5139b8b097.jpg\",\"productType\":\"MicroMasters\",\"attributes\":[\"Communication\"],\"partnerName\":\"Curtin University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/afb92a21-674a-4636-b83b-17e3fef7243d-82515dc77939.png\",\"fullDescription\":\"To manage an online brand and to optimise paid, earned and owned digital media assets for maximum impact ,To develop hands-on skills in proactive and reactive corporate reputation management based on global public relations best practice ,To examine brand management decisions including the strategies and tactics to build and manage brand equity ,To understand and apply the fundamentals of consumer and buyer psychology essential to the development of any effective marketing campaign ,To apply marketing strategies of segmentation, targeting, positioning and differentiation within an online context\",\"shortDescription\":\"Advance your career and help your organisation succeed by developing the in-demand marketing skills needed in a digital world.\",\"productOverview\":\"\u003cp\u003eOver the next decade, marketing jobs are projected to grow faster than the average for all occupations. In this era of digital disruption, companies are increasingly focused on digital marketing, creating heightened demand for a specialised skill set.\u003c/p\u003e    \\r\\n\\r\\n\u003cp\u003eThe Marketing in a Digital World MicroMasters program equips learners with the key concepts and practical skills to build a career in marketing in the digital age. Throughout the program, learners will engage in problem solving and analytical thinking, gaining expertise in:  \u003cul\u003e\u003cli\u003eCreating and sustaining a brand;\u003c/li\u003e  \u003cli\u003eMarketing through digital channels, such as social media; \u003c/li\u003e  \u003cli\u003eConsumption behaviour across buying contexts;\u003c/li\u003e  \u003cli\u003eMarketing metrics; \u003c/li\u003e  \u003cli\u003eDigital brand engagement; \u003c/li\u003e  \u003cli\u003eDigital brand reputation management.\u003c/li\u003e\u003c/ul\u003e  \u003c/p\u003e\",\"courseCount\":5,\"locationRestrictions\":[{\"allowedIn\":[],\"blockedIn\":[]}],\"partnerKeys\":[\"CurtinX\"],\"lastUpdated\":\"2025-06-18T19:36:38.856Z\",\"created\":\"2025-04-07T19:36:28.787Z\",\"hash\":\"a06f86bed55206c5003c664897073aed83bd1ee167c3fa7ff69f45f41a48db5a\",\"skills\":[\"Analytical Thinking\",\"Digital Marketing\",\"Marketing\",\"Problem Solving\",\"Reputation Management\",\"Social Media\"],\"skillsData\":null,\"level\":null,\"flexibility\":null,\"weeksToComplete\":22,\"weeksToCompleteMin\":21,\"weeksToCompleteMax\":22,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":10,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Project Management\",\"productUuids\":[\"2fc3236d-78a9-45a1-8c0c-fc290e74259e\",\"9cff992d-9be6-43bf-9837-944b7dc57be7\",\"87ef0a37-88f5-4843-888c-166fc9d1644a\",\"0968951c-760e-4b0c-9195-d8ec885c1d54\",\"38dde1fd-e9a4-4f4b-9c87-87a3d0161830\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:2:subcategories:0:products:0\",{\"id\":\"2cb14472-19be-4e17-8c81-3b8787ab1012\",\"productUuid\":\"9cff992d-9be6-43bf-9837-944b7dc57be7\",\"objectID\":\"program-9cff992d-9be6-43bf-9837-944b7dc57be7\",\"productName\":\"Fundamentals of Project Management\",\"productSlug\":\"certificates/professional-certificate/adelaidex-fundamentals-of-project-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/9cff992d-9be6-43bf-9837-944b7dc57be7-9a8a8b9c9a5e.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Economics \u0026 Finance\",\"Engineering\"],\"partnerName\":\"Adelaide University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/f5d1ff66-002f-43fa-9d76-1b191d4a3272-80ec5bc112a7.png\",\"fullDescription\":\"Core knowledge and applied skills in project management. ,Essential communication skills to help you manage a project. ,An understanding of why today’s projects are more complex. ,How the risk management process works as part of a compliance framework and how to use the framework to identify, assess and analyse risks in business. ,Design and integration strategies for reporting and communicating risks to various stakeholders.\",\"shortDescription\":\"An online project management course covering project management fundamentals, project planning and risk management. Discover how to apply core methods to real scenarios to confidently plan, deliver and manage successful projects.\",\"productOverview\":\"$11d\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"AdelaideX\"],\"lastUpdated\":\"2026-06-02T13:55:42.023Z\",\"created\":\"2025-04-07T19:36:28.790Z\",\"hash\":\"b5142871a83631cc4386bc362c64356e7f84ba6502b09a03b1efb5e07fd16051\",\"skills\":[\"Management\",\"Project Management\",\"Project Management Life Cycle\",\"Project Management Professional Certification\",\"Project Planning\",\"Project Risk Management\",\"Risk Management\"],\"skillsData\":[{\"skill\":\"Project Management Life Cycle\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Project Risk Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Project Management Professional Certification\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Project Planning\",\"category\":\"Business\",\"subcategory\":\"Project Management\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":11,\"weeksToCompleteMin\":10,\"weeksToCompleteMax\":11,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":[\"327c8e4f-315a-417b-9857-046dfc90c243\",\"a2134567-0231-4285-b54f-fe9ecfad156f\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3180,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Adelaide University\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"anton-jordaan\",\"frank-schultmann\",\"john-sing\",\"noel-lindsay\",\"stella-bachtis\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":405,\"strikethroughPrice\":450,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1623257253,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"939fac16-5d0f-41c4-b0c4-76ff9082b039\",\"productUuid\":\"87ef0a37-88f5-4843-888c-166fc9d1644a\",\"objectID\":\"program-87ef0a37-88f5-4843-888c-166fc9d1644a\",\"productName\":\"Agile Project Management\",\"productSlug\":\"certificates/professional-certificate/umd-usmx-agile-project-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/87ef0a37-88f5-4843-888c-166fc9d1644a-10e6454c9d5c.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Engineering\",\"Philosophy \u0026 Ethics\"],\"partnerName\":\"The University of Maryland, College Park\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/ac5b634b-1d88-43d5-8199-1142a2e4fc96-0f3719f6fbd4.png\",\"fullDescription\":\"Learn Scrum mechanics and how to translate other Agile frameworks such as SAFe, Disciplined, and LeSS ,Gain a deep understanding of Agile principles and how to apply them in any industry, with case studies in Software, Aerospace, Finance, and Construction ,Reduce risk of project failure by adopting agile results-based controls to close projects more effectively ,Increase speed using lean / agile work management techniques proven to deliver faster ,Improve project benefits with innovation and leadership approaches that unlock your team’s potential\",\"shortDescription\":\"Master Scrum and the principles of Agile project management to deliver faster, more innovative solutions by unleashing your team’s potential.\",\"productOverview\":\"$11e\",\"courseCount\":5,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UMD\"],\"lastUpdated\":\"2026-06-02T13:55:41.558Z\",\"created\":\"2025-04-07T19:36:28.780Z\",\"hash\":\"c22dec8447a759260909333a552680da1bceee1e9e37d0e71b51f2b88a9828cf\",\"skills\":[\"Agile Methodology\",\"Agile Project Management\",\"Disciplined Agile Delivery\",\"Innovation Leadership\",\"Kanban Principles\",\"Lean Manufacturing\",\"Lean Startup Methodology\",\"Mechanics\",\"Project Management\",\"Project Management Institute (PMI) Methodology\",\"Project Management Professional Certification\",\"Scrum (Software Development)\"],\"skillsData\":[{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Lean Startup Methodology\",\"category\":\"Business\",\"subcategory\":\"Process Improvement and Optimization\"},{\"skill\":\"Lean Manufacturing\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Lean Manufacturing\"},{\"skill\":\"Agile Project Management\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Kanban Principles\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Lean Manufacturing\"},{\"skill\":\"Mechanics\",\"category\":\"Engineering\",\"subcategory\":\"Mechanical Engineering\"},{\"skill\":\"Disciplined Agile Delivery\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Scrum (Software Development)\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Agile Methodology\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Innovation Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Project Management Professional Certification\",\"category\":\"Business\",\"subcategory\":\"Project Management\"}],\"level\":[\"Advanced\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":20,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":[\"1ec75041-a869-471a-a06b-f92553d281a2\",\"3096d18e-5466-41af-8214-461e1dc25498\",\"5236b816-deac-4a69-9586-96ca0f4dad2a\",\"8a1d65fc-8ae5-4292-ad7b-e5c6059aeb91\",\"cc116bd5-8879-4c83-bbb5-9523e74fb1ce\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3058,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"The University of Maryland, College Park\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"john-johnson\"],\"tags\":[\"agile\",\"project-management\",\"stardust-2019\",\"tech\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":1120.5,\"strikethroughPrice\":1245,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1534216255,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"6b147971-46f8-420c-a0a2-0cf4c4fc0dc2\",\"productUuid\":\"0968951c-760e-4b0c-9195-d8ec885c1d54\",\"objectID\":\"program-0968951c-760e-4b0c-9195-d8ec885c1d54\",\"productName\":\"Results-Based Project Management\",\"productSlug\":\"certificates/professional-certificate/idbx-results-based-project-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/0968951c-760e-4b0c-9195-d8ec885c1d54-e03092da2bf5.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Inter-American Development Bank\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/f87a494a-5b61-4c1c-b9ff-0fefec519326-6ea0a51177d0.png\",\"fullDescription\":\"To analyze and interpret statistical data and reports to make strategic decisions in order to improve the quality and effectiveness of public management policies. ,To identify and apply best practices for the management of development projects, in accordance with the IDB's \\\"Project Management for Results\\\" (PM4R) methodology. ,To recognize the main inputs, tools, techniques, outputs, and success factors for the processes involved in risk management, in accordance with the Inter-American Development Bank’s risk management methodology. ,Describe how to work in a context that achieves development initiatives efficiently; adapting the best practices outlined in A Guide to the Project Management Body of Knowledge (PMBOK® Guide), Sixth Edition, of the Project Management Institute (PMI).\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003ePromoting economic and social development in Latin America and the Caribbean depends on many factors; and some of the most important ones for successful projects are the efficiency and effectiveness in the management of development projects and programs; achieving project goals and deliverables.\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eThis professional certificate examines the inter-related components of public policy planning, project planning, activities, management, evaluation, and project risks that can positively impact the project life cycle of socio-economic development initiatives.\u003c/p\u003e  \\r\\n\\r\\n\u003cp\u003eIt emphasizes the importance and value of being equally equipped with a critical understanding of the project scope, the project environment,  and how data analysis, project management, and risk management fosters effective decision-making in the delivery of public services within developing countries.\u003c/p\u003e\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IDBx\"],\"lastUpdated\":\"2026-06-02T13:55:42.303Z\",\"created\":\"2025-04-07T19:36:28.817Z\",\"hash\":\"8c326b5c9806d18f08b013d13c3e37c02bea36d099e54d2bfbebaf3083b1dd94\",\"skills\":[\"Data Analysis\",\"Decision Making\",\"Economic Development\",\"Economics\",\"Management\",\"Planning\",\"Project Management\",\"Project Management Life Cycle\",\"Project Planning\",\"Project Risk Management\",\"Project Scoping\",\"Public Policies\",\"Public Service\",\"Risk Management\",\"Social Development\"],\"skillsData\":[{\"skill\":\"Economic Development\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Public Service\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"},{\"skill\":\"Social Development\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Project Scoping\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Project Planning\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Project Risk Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Public Policies\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Risk Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Project Management Life Cycle\",\"category\":\"Business\",\"subcategory\":\"Project Management\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":30,\"weeksToCompleteMin\":9,\"weeksToCompleteMax\":10,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":[\"0582ea24-0299-4b00-9254-9aa516e3913b\",\"17e30556-8e90-4005-b59b-0de1a07a1ab4\",\"83c62468-3458-40cc-ac21-9eb3909ec204\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1185,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Inter-American Development Bank\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"agustin-sarria\",\"allan-quijano-2\",\"claudia-baca-3\",\"claudia-useche\",\"norma-palomino-0\",\"santiago-fretes-2\",\"vanessa-sayos-del-castillo\",\"xenia-coton-2\"],\"tags\":[\"data-analysis\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":89.1,\"strikethroughPrice\":99,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1596778014,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"e22df426-deba-4e57-9865-00a0b048117e\",\"productUuid\":\"38dde1fd-e9a4-4f4b-9c87-87a3d0161830\",\"objectID\":\"program-38dde1fd-e9a4-4f4b-9c87-87a3d0161830\",\"productName\":\"Project Management\",\"productSlug\":\"masters/micromasters/ritx-project-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/38dde1fd-e9a4-4f4b-9c87-87a3d0161830-0f580f5f8287.jpg\",\"productType\":\"MicroMasters\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Rochester Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/de3e9ff0-477d-4496-8cfa-a98f902e5830-71b79f0ac34a.png\",\"fullDescription\":\"The tools and techniques to manage the comprehensive project management life cycle for a project - from initiation through closing. ,To balance the critical tradeoffs of time, cost and scope to meet customer expectations. ,The ability to apply best practices across a variety of industries and businesses. ,Lead a project to success, and how to capitalize on the leadership and behavioral facets to do so. ,To navigate the social and cultural aspects, legal and regulatory practices, technology and infrastructure that influence projects’ success in the global market.\",\"shortDescription\":\"Launch your career in an industry that is adding 1.5 million jobs globally each year by earning a Project Management MicroMasters® program credential from RIT.\",\"productOverview\":\"\u003cp\u003eThe Project Management MicroMasters program from RIT is a graduate level series of courses designed to provide you with the in-depth knowledge and skills needed to be a successful project manager in any industry.\u003c/p\u003e\\r\\n\\r\\n \u003cp\u003eBy earning the MicroMasters program certificate, you will develop the leadership skills needed to effectively manage a team that will meet the expectations of your customers and business goals. Build on your MicroMasters program certificate by applying to one of our schools that accepts the Project Management MicroMasters courses: Saunders College of Business, School of Individualized Study, or the College of Engineering Technology.\u003c/p\u003e\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"RITx\"],\"lastUpdated\":\"2026-06-02T13:55:42.395Z\",\"created\":\"2025-04-07T19:36:28.805Z\",\"hash\":\"a7a405ca67cb7cdd23d4241df538d5b6103e501d313f523cd33eb5fc23cca45c\",\"skills\":[\"Leadership\"],\"skillsData\":[{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":[\"Advanced\",\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":30,\"weeksToCompleteMin\":29,\"weeksToCompleteMax\":30,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":[\"403550a3-ba42-4543-bbbc-a7088880c73a\",\"9d419825-0c0a-4b8c-be67-17c68788c366\",\"dc11dbe9-22da-4910-b17c-b981a6a4593b\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":501,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Rochester Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"dr-celine-gullace-pmp\",\"kelly-kraus\",\"leonie-fernandes-pmp\",\"leonie-fernandes-pmp\"],\"tags\":[\"displayed_on_schools_and_partners_page\",\"displayed_on_sitemap_page\",\"project-management\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":1212.3,\"strikethroughPrice\":1347,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1473956670,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"IT\",\"productUuids\":[\"25987501-fe7f-4186-b689-00a1cad44fa5\",\"6fcfceea-c85e-45e1-9319-af55bb739e41\",\"766605fa-f946-4289-b34a-59db00f618b3\",\"c6912ab6-168f-4b52-ad44-d706eb779b30\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"b56320de-2d71-4eac-beae-c97b73b0d170\",\"productUuid\":\"25987501-fe7f-4186-b689-00a1cad44fa5\",\"objectID\":\"program-25987501-fe7f-4186-b689-00a1cad44fa5\",\"productName\":\"IT Fundamentals for Business Professionals\",\"productSlug\":\"certificates/professional-certificate/upvalenciax-it-fundamentals-for-business-professionals\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/25987501-fe7f-4186-b689-00a1cad44fa5-d50e760d5c20.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Universitat Politècnica de València\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/518a47f2-66fb-4529-8902-a4f7ca3002ef-32e55d44aff3.png\",\"fullDescription\":\"How Information Technology is used in organizations. ,An overview of how computers and communications networks work. ,Basic concepts of software development and project management. ,Fundamental concepts of computer programming. ,Computer threats, hackers, antivirus and information security. ,Social and ethical implications of IT.\",\"shortDescription\":\"Learn the basic concepts of Information Systems and their application and the terminology used in IT to advance your career\",\"productOverview\":\"$11f\",\"courseCount\":5,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UPValenciaX\"],\"lastUpdated\":\"2026-06-02T13:55:42.032Z\",\"created\":\"2025-04-07T19:36:28.812Z\",\"hash\":\"ef01d6a2bd6f4dfb4072ff7181787409632e3d0d59783c5cf9ab0cb63cde3611\",\"skills\":[\"Business Strategies\",\"Computer Networks\",\"Data Management\",\"Data Warehousing\",\"Electronic Data Interchange\",\"Information Processing\",\"Information Systems\",\"Information Technology\",\"Microsoft Office\",\"Object-Oriented Programming (OOP)\",\"Operating Systems\",\"SQL (Programming Language)\",\"Software Development\",\"Software Project Management\",\"Systems Development\",\"User Interface (UI) Design\",\"Web Browsers\"],\"skillsData\":[{\"skill\":\"Software Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Information Technology\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"User Interface (UI) Design\",\"category\":\"Design\",\"subcategory\":\"User Interface and User Experience (UI/UX) Design\"},{\"skill\":\"Microsoft Office\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Electronic Data Interchange\",\"category\":\"Information Technology\",\"subcategory\":\"Enterprise Information Management\"},{\"skill\":\"Data Warehousing\",\"category\":\"Information Technology\",\"subcategory\":\"Data Storage\"},{\"skill\":\"Software Development\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Information Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Data Management\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Systems Development\",\"category\":\"Information Technology\",\"subcategory\":\"System Design and Implementation\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Information Processing\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"},{\"skill\":\"Computer Networks\",\"category\":\"Information Technology\",\"subcategory\":\"General Networking\"},{\"skill\":\"Operating Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"},{\"skill\":\"Web Browsers\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Object-Oriented Programming (OOP)\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":17,\"weeksToCompleteMin\":6,\"weeksToCompleteMax\":7,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":6,\"courseUuids\":[\"08750473-e8bc-4a52-bb8a-22d1274a2696\",\"6b450c1e-d803-4140-82a8-a0a4006c34ab\",\"8fc64063-9b8e-4c8e-ab00-aae7898a7d9f\",\"d4aa0e1a-a7b2-402b-9540-091e974f6151\",\"f30fbd27-46af-4ce3-935a-104fe2c6b9c8\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":360,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"Universitat Politècnica de València\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"carlos-turro\",\"carlos-turro\",\"dr-miguel-rebollo\",\"dr-miguel-rebollo\",\"dra-tanja-vos\",\"dra-tanja-vos\",\"ignacio-despujol\",\"ignacio-despujol\",\"jaime-busquets\",\"vicent-botti-navarro\",\"vicent-botti-navarro\"],\"tags\":[\"computer-programming\",\"information-technology\",\"sql\",\"web-development\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":310.5,\"strikethroughPrice\":345,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1512172490,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"9fff2b9d-2a67-44db-814a-cb70f23ba11a\",\"productUuid\":\"6fcfceea-c85e-45e1-9319-af55bb739e41\",\"objectID\":\"program-6fcfceea-c85e-45e1-9319-af55bb739e41\",\"productName\":\"Information Technology (IT) Support PC\",\"productSlug\":\"certificates/professional-certificate/ibm-information-technology-support\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/6fcfceea-c85e-45e1-9319-af55bb739e41-f654753399d3.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"Build the job-ready skills and knowledge you need to kickstart your career in IT technical support. ,Demonstrate you have the in-demand hardware and software skills that help users select, install, and configure their devices, operating systems, and applications. ,Build essential computer networking, cybersecurity, and cloud computing skills that IT support and help desk specialists need to be successful. ,Practice solving customer service requests and troubleshooting through hands-on labs and interactive exercises to build a portfolio of experience you can showcase to employers.\",\"shortDescription\":\"Build the hands-on, job-ready skills employers look for in IT support specialists. Plus, prepare for the CompTIA Tech+ certification exam. No prior experience required.\",\"productOverview\":\"$120\",\"courseCount\":7,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:41.016Z\",\"created\":\"2025-04-07T19:36:28.801Z\",\"hash\":\"6f07de79b71d11fb59721772479946fbe46986fab4a0503d852cc106094d935c\",\"skills\":[\"Cloud Computing\",\"CompTIA Certification\",\"Customer Service\",\"Cyber Security\",\"Data Analysis\",\"Forecasting\",\"Help Desk Support\",\"Information Technology\",\"Operating Systems\",\"Software Configuration Management\",\"Software Engineering\",\"System Administration\",\"Technical Support\",\"Troubleshooting (Problem Solving)\"],\"skillsData\":[{\"skill\":\"Troubleshooting (Problem Solving)\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Help Desk Support\",\"category\":\"Information Technology\",\"subcategory\":\"Technical Support and Services\"},{\"skill\":\"CompTIA Certification\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Cloud Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Technical Support\",\"category\":\"Information Technology\",\"subcategory\":\"Technical Support and Services\"},{\"skill\":\"Operating Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Software Configuration Management\",\"category\":\"Information Technology\",\"subcategory\":\"Configuration Management\"},{\"skill\":\"System Administration\",\"category\":\"Information Technology\",\"subcategory\":\"Systems Administration\"},{\"skill\":\"Customer Service\",\"category\":\"Customer and Client Support\",\"subcategory\":\"Customer Service\"},{\"skill\":\"Information Technology\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Software Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":34,\"weeksToCompleteMin\":17,\"weeksToCompleteMax\":18,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":12,\"courseUuids\":[\"1d8dc871-ee1b-40c2-8428-c725a96a809f\",\"7a1a677e-be4c-4e1d-9630-2d60323db911\",\"8c63dec3-9ae3-4c11-8073-c9af84f08bc4\",\"c4cd77f1-9d1f-4478-bb4a-45f90fcd71d4\",\"cc2b4496-bccb-4ddc-b6d9-a6ad7d05d28f\",\"eb555371-21db-4e14-a44f-400bb572da10\",\"ebc77e49-de08-453f-bc83-dbc966847c4b\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":6688,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"amy-norton\",\"rav-ahuja\",\"skills-network\"],\"tags\":[\"information-technology\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":275.1,\"strikethroughPrice\":393,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1662684616,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"4d1d3673-3577-4acc-8190-7a42bd3fc9b7\",\"productUuid\":\"766605fa-f946-4289-b34a-59db00f618b3\",\"objectID\":\"\",\"productName\":\"IT Project Management\",\"productSlug\":\"certificates/professional-certificate/uwashingtonx-it-project-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/766605fa-f946-4289-b34a-59db00f618b3-14fdb95f84c6.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Washington\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/a7530503-bd7f-49c4-afbe-22824a191282-25b122e47f8d.png\",\"fullDescription\":\"Why IT organizations use project management to deliver business value and how organizational culture can influence the role of the PM and individual projects; ,How to describe and distinguish among the major project management methodologies and project lifecycles as applied to IT and to identify strategies for managing distributed teams; ,The purpose of a Project Management Office (PMO), high-level strategies to set up, maintain, and close a PMO, and how it can work within your organization; ,Techniques to intake, prioritize, and select projects and programs so that they align with an organization's overall business strategy; and ,Which personal and performance competencies are necessary for project management in IT, and strategies for developing those skills.\",\"shortDescription\":\"Conquer the challenges of managing diverse and distributed IT projects and teams by applying the latest PM techniques and strategies.\",\"productOverview\":\"\u003cp\u003eAre you an IT professional new to project management or a manager who wants to develop more robust project management skills? Perhaps you are looking to forge a career as a full-time project manager (PM). This program will introduce you to the fundamentals of project management, specifically as they apply to the field of information technology (IT).\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eThis program will help you select project management techniques and strategies that best fit your IT project or organization. You’ll also explore how project management offices are organized and how they develop a project portfolio. Throughout the program, you’ll come to understand some of the challenges of the field, including management of diverse teams and projects that are potentially based anywhere in the world. By the end, you’ll determine your own competencies as an IT project manager and will have developed core skills required for this role.\u003c/p\u003e\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[],\"blockedIn\":[]}],\"partnerKeys\":[\"UWashingtonX\"],\"lastUpdated\":\"2025-05-29T19:36:49.164Z\",\"created\":\"2025-04-07T19:36:28.775Z\",\"hash\":\"89ce088a2b3bef0a3722c3cb784014b78828b46c59b544308752390f51b80ba0\",\"skills\":null,\"skillsData\":null,\"level\":null,\"flexibility\":null,\"weeksToComplete\":null,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":null,\"maxHoursEffortPerWeek\":null,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"573e47d4-696e-4782-8a7d-aed549620c2d\",\"productUuid\":\"c6912ab6-168f-4b52-ad44-d706eb779b30\",\"objectID\":\"program-c6912ab6-168f-4b52-ad44-d706eb779b30\",\"productName\":\"IT Project Manager\",\"productSlug\":\"certificates/professional-certificate/ibm-it-project-manager\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/c6912ab6-168f-4b52-ad44-d706eb779b30-9e521b49fc2b.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\"],\"partnerName\":\"SkillUp EdTech LLC\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/c6912ab6-168f-4b52-ad44-d706eb779b30-92102a60b373.png\",\"fullDescription\":\"Gain comprehensive, job-ready IT project management skills employers are looking for in just 4 months. No prior experience required. ,Master essential project management techniques, including planning, tracking, and managing projects to ensure successful outcomes. ,Understand Agile and Scrum methodologies, focusing on adaptive planning, iterative development, and continuous improvement to enhance project delivery. ,Develop a strong technical foundation in IT concepts such as hardware, software, cybersecurity, and cloud computing, crucial for overseeing IT projects. ,Learn how to apply practical skills to real-world scenarios, handling project timelines, resources, and challenges within the IT project lifecycle.\",\"shortDescription\":\"Get job-ready IT project management skills, including Agile, SDLC and technical expertise, plus prepare for the industry-recognized CAPM certification in just 4 months. No prior experience required.\",\"productOverview\":\"$121\",\"courseCount\":11,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\",\"SkillUp-EdTech\"],\"lastUpdated\":\"2026-06-02T13:55:42.479Z\",\"created\":\"2025-04-07T19:36:28.817Z\",\"hash\":\"9d3979adde4ea81e3bfc242491b6b258e9ee3a5d9e132580becdbb1f3bcea22b\",\"skills\":[\"Agile Methodology\",\"Business Alignment\",\"Certified Associate In Project Management\",\"Communication\",\"Cyber Security\",\"Iterative And Incremental Development\",\"Leadership\",\"Operating Systems\",\"Planning\",\"Project Management\",\"Project Management Institute (PMI) Methodology\",\"Project Management Professional Certification\",\"Software Development Life Cycle\",\"Software Engineering\",\"Systems Development Life Cycle\",\"Technical Support\"],\"skillsData\":[{\"skill\":\"Certified Associate In Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Technical Support\",\"category\":\"Information Technology\",\"subcategory\":\"Technical Support and Services\"},{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Systems Development Life Cycle\",\"category\":\"Information Technology\",\"subcategory\":\"System Design and Implementation\"},{\"skill\":\"Software Development Life Cycle\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Software Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Operating Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"},{\"skill\":\"Iterative And Incremental Development\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Agile Methodology\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Project Management Professional Certification\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Project Management Institute (PMI) Methodology\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Business Alignment\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":[\"Advanced\",\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":53,\"weeksToCompleteMin\":15,\"weeksToCompleteMax\":16,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":14,\"courseUuids\":[\"01016266-ed1d-4fbd-945b-9fa321675d56\",\"0b13557b-76c5-4014-8cbe-34fc6acb4d10\",\"1d806edf-67a7-47c1-aa89-012702eba0d8\",\"43fb85cd-c591-47a7-8d07-10bfa221e3e6\",\"6978740e-3978-42d2-bfab-2408f298b4c7\",\"69fc8f00-296a-4a2a-a4e7-bbaf3a50a2df\",\"99b172af-6317-4f82-a34e-5bfe67287637\",\"a060dd28-3203-4716-b66f-7a0a258bb4f4\",\"a551a9e6-1ec7-42ee-869d-7140ef1ddfc7\",\"c53e19c4-d1bf-460d-a2c2-22942c101765\",\"f2c178f0-21d1-481c-a7e0-7529b78c3a45\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":8300,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/c6912ab6-168f-4b52-ad44-d706eb779b30-92102a60b373.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\",\"SkillUp EdTech LLC\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"john-rofrano\",\"kasie-kyle\",\"lin-joyner\",\"rav-ahuja\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":575.1,\"strikethroughPrice\":639,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1733365790,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Python\",\"productUuids\":[\"e250b08e-be2a-4b48-a43c-c9ae47f6cf14\",\"a4453798-ffc2-4f5a-b983-64a228e3a0fd\",\"e862af36-d4f7-401c-91ee-898753af5bb7\",\"a11c408f-0986-4393-8268-8bc16500cdf3\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"96a906fc-c473-47e4-b69b-6e1cb2a2dd85\",\"productUuid\":\"e250b08e-be2a-4b48-a43c-c9ae47f6cf14\",\"objectID\":\"program-e250b08e-be2a-4b48-a43c-c9ae47f6cf14\",\"productName\":\"Computer Science for Python Programming\",\"productSlug\":\"certificates/professional-certificate/harvardx-computer-science-for-python-programming\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/e250b08e-be2a-4b48-a43c-c9ae47f6cf14-a3f24d7ea4f3.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Engineering\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"A broad and robust understanding of computer science and programming. ,How to think algorithmically and solve programming problems efficiently. ,Concepts like abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development. ,Familiarity in a number of languages, namely Python as well as C, SQL, and JavaScript plus CSS and HTML. ,Functions, arguments, and return values variables and types; conditionals and Boolean expressions; and loops. ,How to handle exceptions, find and fix bugs, and write unit tests. Use third-party libraries; validate and extract data with regular expressions. ,Model real-world entities with classes, objects, methods, and properties; and read and write files.\",\"shortDescription\":\"This is CS50x and CS50P offered together in one program as an introduction to programming with Python - Harvard University's introduction to the intellectual enterprises of computer science and the art of programming using a language called Python.\",\"productOverview\":\"$122\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:41.565Z\",\"created\":\"2025-04-07T19:36:28.799Z\",\"hash\":\"4c1a8ebf506b5cbeb8d2ca7b5ef8a5795a01d7068dc9decec912d532f2d3380e\",\"skills\":[\"C (Programming Language)\",\"Computer Science\",\"Debugging\",\"HyperText Markup Language (HTML)\",\"JavaScript (Programming Language)\",\"Personal Computers\",\"Python (Programming Language)\",\"SQL (Programming Language)\",\"Web Browsers\"],\"skillsData\":[{\"skill\":\"Web Browsers\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"JavaScript (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"JavaScript and jQuery\"},{\"skill\":\"Debugging\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"},{\"skill\":\"Personal Computers\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"HyperText Markup Language (HTML)\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"C (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"C and C++\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":22,\"weeksToCompleteMin\":21,\"weeksToCompleteMax\":22,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":18,\"courseUuids\":[\"2cc794d0-316d-42f7-bbfd-25c34e4cd5df\",\"da1b2400-322b-459b-97b0-0c557f05d017\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":371940,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"brian-yu\",\"david-j-malan\",\"doug-lloyd\"],\"tags\":[\"c\",\"c-programming\",\"computer-programming\",\"partner\",\"python\",\"sql\",\"stardust-2019\",\"web-development\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":466.2,\"strikethroughPrice\":518,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1657734784,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"f069f8d8-d342-4952-acb0-d365bca8b131\",\"productUuid\":\"a4453798-ffc2-4f5a-b983-64a228e3a0fd\",\"objectID\":\"program-a4453798-ffc2-4f5a-b983-64a228e3a0fd\",\"productName\":\"Computational Thinking using Python\",\"productSlug\":\"xseries/mitx-computational-thinking-using-python\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a4453798-ffc2-4f5a-b983-64a228e3a0fd-836b3b8abc3e.jpg\",\"productType\":\"XSeries\",\"attributes\":[\"Computer Science\",\"Engineering\",\"Science\"],\"partnerName\":\"Massachusetts Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2a73d2ce-c34a-4e08-8223-83bca9d2f01d-d4f180052205.png\",\"fullDescription\":\"Programming ,Data structures ,Computational thinking ,Data science ,Algorithms\",\"shortDescription\":\"Learn to think computationally and write programs to tackle useful problems. Use these courses as stepping stones to more advanced computer science courses.\",\"productOverview\":\"$123\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"AU\"]}],\"partnerKeys\":[\"MITx\"],\"lastUpdated\":\"2026-06-02T13:55:42.108Z\",\"created\":\"2025-04-07T19:36:28.793Z\",\"hash\":\"a4bdac0547af76ef66aa38864f023bc99b1655a64ae138e8bc1af7d105631ff2\",\"skills\":[\"Algorithms\",\"Computational Complexity Theories\",\"Computational Thinking\",\"Computer Science\",\"Data Science\",\"Data Structures\",\"Debugging\",\"Python (Programming Language)\"],\"skillsData\":[{\"skill\":\"Data Structures\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Computational Thinking\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Debugging\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Computational Complexity Theories\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"instructor_paced\"],\"weeksToComplete\":18,\"weeksToCompleteMin\":8,\"weeksToCompleteMax\":9,\"minHoursEffortPerWeek\":14,\"maxHoursEffortPerWeek\":16,\"courseUuids\":[\"20e2ce7f-0e98-43eb-a956-ac820d822afd\",\"956319ec-8665-4039-8bc6-32c9a9aea5e9\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":9876,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Archived\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Massachusetts Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"ana-bell\",\"eric-grimson\",\"john-guttag\"],\"tags\":[\"computer-programming\",\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":false,\"availabilityRank\":null,\"listPrice\":268.2,\"strikethroughPrice\":298,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1573221538,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:2:subcategories:0:products:5\",{\"id\":\"3cb553f9-2be0-416c-b651-73fa85febdb2\",\"productUuid\":\"a11c408f-0986-4393-8268-8bc16500cdf3\",\"objectID\":\"program-a11c408f-0986-4393-8268-8bc16500cdf3\",\"productName\":\"Introduction to Python Programming\",\"productSlug\":\"certificates/professional-certificate/the-georgia-institute-of-technology-introduction-to-python-programming\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a11c408f-0986-4393-8268-8bc16500cdf3-db87df485d12.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"The Georgia Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"fullDescription\":\"The fundamental design cycle of computer science and computer programming: writing code, executing it, interpreting the results, and revising the code syntax based on the outcomes. ,Usage of the fundamental atoms of programming: variables, mathematical operators, logical operators, and boolean arithmetic. ,Control structures for developing dynamic programs, including Python libraries: conditionals, loops, functions, and error handling. ,The core data structures for creating useful programs: strings, lists, dictionaries, and file manipulation. ,Previews of the next big topics in computer science: object-oriented programming skills, and computer algorithms.\",\"shortDescription\":\"Learn the fundamentals of computer science in one of the field's most popular programming languages, Python 3.\",\"productOverview\":\"$124\",\"courseCount\":4,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GTx\"],\"lastUpdated\":\"2026-06-02T13:55:42.126Z\",\"created\":\"2025-04-07T19:36:28.767Z\",\"hash\":\"3c9ec5c97b24109a0f4fbfd6fb09c4db5b8d703b6e186f45c2ec7a08df8874ab\",\"skills\":[\"Computer Science\",\"JavaScript (Programming Language)\",\"Programming Concepts\",\"Python (Programming Language)\",\"R (Programming Language)\"],\"skillsData\":[{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"JavaScript (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"JavaScript and jQuery\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Programming Concepts\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":20,\"weeksToCompleteMin\":4,\"weeksToCompleteMax\":5,\"minHoursEffortPerWeek\":9,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"382aaed7-05e3-486d-9867-f890242eb648\",\"80a9dc0a-c757-4a98-bf12-f6828b5295c4\",\"c41c076c-4944-4974-ae73-cdba2f76f7ce\",\"e540320a-f125-4021-8f1c-9cbc84c96d87\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":9325,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"The Georgia Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"david-joyner\"],\"tags\":[\"computer-programming\",\"python\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":680.4,\"strikethroughPrice\":756,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1539813785,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Business\",\"productUuids\":[\"2fc3236d-78a9-45a1-8c0c-fc290e74259e\",\"faf9c521-a967-4911-b2d6-b2fc6505dccc\",\"59488f04-79a1-442d-9485-ca84562d6e12\",\"8117e986-af00-4356-9981-61d8c4a3fdf6\",\"8a17f173-4e52-40aa-bd1b-f4e9b7646872\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:2:subcategories:0:products:0\",{\"id\":\"9f10aa6a-6f88-428c-a506-c1ffcde17b0b\",\"productUuid\":\"faf9c521-a967-4911-b2d6-b2fc6505dccc\",\"objectID\":\"program-faf9c521-a967-4911-b2d6-b2fc6505dccc\",\"productName\":\"Business Fundamentals\",\"productSlug\":\"certificates/professional-certificate/ubcx-professional-certificate-business-fundamentals\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/faf9c521-a967-4911-b2d6-b2fc6505dccc-baec903d1d9d.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of British Columbia\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/eac96c61-1462-4084-a0b2-12525b74a9e1-8377159ff774.png\",\"fullDescription\":\"Effective communication, both oral and written; analyzing your audience, preparing to communicate, tailoring messages, storytelling, and advanced communication skills. ,Core value propositions and a business model framework, competition and macro environmental tools, theories of disruption, basic accounting literacy and concludes with an integrated look at business functions. ,Market Research and its importance to strategy, brand strategy, pricing, integrated marketing communication, social media strategy, and more.\",\"shortDescription\":\"Set yourself up for success with the fundamentals of business! Build your business toolkit by learning strategy, decision-making, communication and marketing.\",\"productOverview\":\"\u003cp\u003eDo you speak “business\\\"? You will. This program is designed to give you the terminology, concepts, and frameworks necessary to understand businesses, to unpack their constituent parts, and to build your own toolkit for strategy and decision-making. You will get a general overview of the basic techniques of strong communication, both oral and written. It will also cover marketing, which is a crucial function in all businesses and organizations, and is becoming increasingly crucial to success in our modern global economy. \u003c/p\u003e\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UBCx\"],\"lastUpdated\":\"2026-06-02T13:55:41.482Z\",\"created\":\"2025-04-07T19:36:28.769Z\",\"hash\":\"24ef056691f31927992ae938c3cd048cb2d472c627dca9d71fc6195b20ecb180\",\"skills\":[\"Communication\",\"Decision Making\",\"Marketing\"],\"skillsData\":[{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":18,\"weeksToCompleteMin\":5,\"weeksToCompleteMax\":6,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":[\"1c30e9b3-78ee-4c57-9af9-922153073d99\",\"5776bb8e-e7c0-49de-8123-0b918c882ff0\",\"d1768ac3-9e71-45ee-9174-2d553968c8a5\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3942,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"University of British Columbia\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"darren-dahl\",\"elicia-salzberg\",\"marlisse-silver-sweeney\",\"paul-cubbon\"],\"tags\":[\"marketing\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":405,\"strikethroughPrice\":450,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1591975367,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:2:subcategories:1:products:2\",{\"id\":\"c179f000-049c-4583-97f4-9a05e08b563c\",\"productUuid\":\"8117e986-af00-4356-9981-61d8c4a3fdf6\",\"objectID\":\"program-8117e986-af00-4356-9981-61d8c4a3fdf6\",\"productName\":\"Product Management\",\"productSlug\":\"certificates/professional-certificate/usmx-product-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/8117e986-af00-4356-9981-61d8c4a3fdf6-7e6acfc0effe.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Design\"],\"partnerName\":\"The University of Maryland, College Park\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/ac5b634b-1d88-43d5-8199-1142a2e4fc96-0f3719f6fbd4.png\",\"fullDescription\":\"Understand the keys to successfully navigating the roles and responsibilities of being a product manager to champion change with internal and external collaborators and influencers. ,Learn how to truly know your target customer, your customer’s underserved needs, your value proposition, your product feature set, and your user experience, then integrate this knowledge into product and market requirements and positioning plans. ,Translate product ideas into tangible assets by creating wireframes, 3D renderings, prototypes, and minimum viable products (MVPs) to test assumptions and validate customer interests. ,Develop techniques for designing and modeling for fast feedback and idea sharing, system optimization with open architectures, validating functions and verifying performance, and leveraging and enabling the system designs, platforms, and ecosystems. ,Embrace modern product leadership to form and motivate product teams, and grow organizations that can both discover and deliver products at scale.\",\"shortDescription\":\"Lead the product life cycle from discovering users and managing a roadmap to building minimum viable products informed by innovation metrics.\",\"productOverview\":\"$125\",\"courseCount\":5,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UMD\"],\"lastUpdated\":\"2026-06-02T13:55:41.665Z\",\"created\":\"2025-04-07T19:36:28.776Z\",\"hash\":\"5832eb048d30d936ef64225443e7ea5c4c03e42c93266c494ff4bd2b5c3e2717\",\"skills\":[\"Agile Methodology\",\"Data Science\",\"Design Thinking\",\"Empowerment\",\"Finance\",\"Function Model\",\"Influencing Skills\",\"Innovation\",\"Leadership\",\"Management\",\"Marketing\",\"New Product Development\",\"Persona (User Experience)\",\"Product Design\",\"Product Management\",\"Product Roadmaps\",\"Product Strategy\",\"Prototyping\",\"Rapid Prototyping\",\"Sales\",\"Scrum (Software Development)\",\"Systems Engineering\",\"Team Building\",\"Technical Debt\",\"User Experience (UX)\",\"Value Propositions\"],\"skillsData\":[{\"skill\":\"Function Model\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Team Building\",\"category\":\"Business\",\"subcategory\":\"People Management\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Systems Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"System Design and Implementation\"},{\"skill\":\"Technical Debt\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Persona (User Experience)\",\"category\":\"Design\",\"subcategory\":\"User Interface and User Experience (UI/UX) Design\"},{\"skill\":\"User Experience (UX)\",\"category\":\"Design\",\"subcategory\":\"User Interface and User Experience (UI/UX) Design\"},{\"skill\":\"Product Design\",\"category\":\"Design\",\"subcategory\":\"Industrial Design\"},{\"skill\":\"New Product Development\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Product Development\"},{\"skill\":\"Product Roadmaps\",\"category\":\"Business\",\"subcategory\":\"Product Management\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Rapid Prototyping\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Product Development\"},{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Scrum (Software Development)\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Empowerment\",\"category\":\"Business\",\"subcategory\":\"People Management\"},{\"skill\":\"Product Strategy\",\"category\":\"Business\",\"subcategory\":\"Product Management\"},{\"skill\":\"Product Management\",\"category\":\"Business\",\"subcategory\":\"Product Management\"},{\"skill\":\"Design Thinking\",\"category\":\"Design\",\"subcategory\":\"Creative Design\"},{\"skill\":\"Prototyping\",\"category\":\"Manufacturing and Production\",\"subcategory\":\"Product Development\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Agile Methodology\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Value Propositions\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":20,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":3,\"courseUuids\":[\"16fb6d51-c901-495f-97d7-2f41257e4ec3\",\"49a56967-0578-4b25-925e-4cce1a79d3ea\",\"b078396d-4d89-45e0-9e03-13b308538f63\",\"eb57cb64-2f14-4a7e-8626-914cde2b06d0\",\"f308686e-1be6-440a-af0c-1dedb3f5ef4c\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":3409,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"The University of Maryland, College Park\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"cait-von-schnetlage\",\"james-green\",\"john-johnson\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":1120.5,\"strikethroughPrice\":1245,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1581692045,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"535dee4d-c8aa-438b-9856-7e88e1bade75\",\"productUuid\":\"8a17f173-4e52-40aa-bd1b-f4e9b7646872\",\"objectID\":\"program-8a17f173-4e52-40aa-bd1b-f4e9b7646872\",\"productName\":\"Strategic Management\",\"productSlug\":\"certificates/professional-certificate/wharton-strategic-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/8a17f173-4e52-40aa-bd1b-f4e9b7646872-a1852f366721.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"The Wharton School of the University of Pennsylvania\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/06788cb1-4ba8-4349-aa66-e11ac8b644ef-216362adda56.png\",\"fullDescription\":\"How to identify and define the competitive advantages of your business ,How to refine your strategy to maximize your competitive advantage and drive profits ,How to leverage the four connected strategies to create continuous relationships with customers ,How to move beyond traditional modes of customer interaction to create a fundamentally new business model ,How to create a portfolio of connected strategies to respond to different customer segments ,How to achieve sustainable competitive advantage in today’s business environment\",\"shortDescription\":\"Enhance your leadership skills, deploy winning strategies, and turn challenges into opportunities for your business.\",\"productOverview\":\"$126\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Wharton\"],\"lastUpdated\":\"2026-06-02T13:55:41.666Z\",\"created\":\"2025-04-07T19:36:28.782Z\",\"hash\":\"a480836e625ddc7f977468fbd717d1c9197b999690916bc3ba8134713898d87c\",\"skills\":[\"Business Strategies\",\"Customer Experience Improvement\",\"Leadership\",\"Management\",\"Strategic Management\"],\"skillsData\":[{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Customer Experience Improvement\",\"category\":\"Business\",\"subcategory\":\"Customer Relationship Management (CRM)\"},{\"skill\":\"Business Strategies\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Strategic Management\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":18,\"weeksToCompleteMin\":5,\"weeksToCompleteMax\":6,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":[\"3acfcae0-ed5a-413e-87a0-0c1fd4606b86\",\"5b2cb003-927c-4f5e-be3e-3430d16f0a9a\",\"ab26a0c8-003e-4a61-9f18-0f0395c3b4c6\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2248,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"The Wharton School of the University of Pennsylvania\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"christian-terwiesch\",\"nicolaj-siggelkow\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":537.3,\"strikethroughPrice\":597,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1565736811,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Machine Learning\",\"productUuids\":[\"cf4e8c72-c103-4681-98c6-0a99fb97566e\",\"3a11b2ee-d4fa-4c5f-8079-4b180d265b16\",\"fa8bacde-cdf0-4d76-a4a0-b2624abe3800\",\"825d1158-6339-4061-bb1c-c947520fd2b3\",\"3037aeb0-31df-42b4-b88b-f09557e1eeef\",\"8166f983-0f18-4812-9204-3d680f263e1f\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:2:subcategories:0:products:3\",\"$47:props:categories:2:subcategories:0:products:7\",{\"id\":\"b9abb182-1793-4368-9617-601cc9b44ed5\",\"productUuid\":\"fa8bacde-cdf0-4d76-a4a0-b2624abe3800\",\"objectID\":\"program-fa8bacde-cdf0-4d76-a4a0-b2624abe3800\",\"productName\":\"Python for Data Science and Machine Learning\",\"productSlug\":\"certificates/professional-certificate/harvardx-python-for-data-science-and-machine-learning\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fa8bacde-cdf0-4d76-a4a0-b2624abe3800-53c37ee57dcd.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"Gain hands-on experience using Python to solve real-world data problems. ,Explore regression models, including linear, multilinear, and polynomial models. ,Use popular Python libraries such as Pandas, numPy, matplotlib, and SKLearn. ,Explore advanced data science challenges through sample data sets, decision trees, and random forests. ,Build on your Python skills to run basic machine learning models, evaluating the results and recognizing data bias to avoid underfitting or overfitting data.\",\"shortDescription\":\"The HarvardX Professional Certificate in Python for Data Science and Machine Learning provides learners with hands-on experience in popular libraries and methodologies, positioning them to thrive in a market with diverse opportunities.\",\"productOverview\":\"$127\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:41.206Z\",\"created\":\"2025-04-07T19:36:28.769Z\",\"hash\":\"6c5a601e3fd0ece53fdf9afc28d7faab987fbe06e52862dc2af98f4957a0ac02\",\"skills\":[\"Algorithms\",\"Artificial Intelligence\",\"Data Analysis\",\"Data Science\",\"Decision Tree Learning\",\"Finance\",\"Machine Learning\",\"Matplotlib (Python Package)\",\"NumPy (Python Package)\",\"Pandas (Python Package)\",\"Predictive Modeling\",\"Probability\",\"Python (Programming Language)\",\"Scikit-Learn (Python Package)\",\"Service Innovation\",\"Statistics\"],\"skillsData\":[{\"skill\":\"Probability\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Matplotlib (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"NumPy (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Mathematical Software\"},{\"skill\":\"Decision Tree Learning\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Service Innovation\",\"category\":\"Business\",\"subcategory\":\"Business Solutions\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Pandas (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Scikit-Learn (Python Package)\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Predictive Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":14,\"weeksToCompleteMin\":13,\"weeksToCompleteMax\":14,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":[\"1dc2b7e4-21ab-4c39-9da0-1784d3321948\",\"c2004e8e-3882-4927-a883-1c5f39a28865\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":71088,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"pavlos-protopapas-3\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":538.2,\"strikethroughPrice\":598,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1705386921,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:2:subcategories:2:products:6\",{\"id\":\"19c9d959-bd6c-4011-b2c4-0ab424d92483\",\"productUuid\":\"3037aeb0-31df-42b4-b88b-f09557e1eeef\",\"objectID\":\"program-3037aeb0-31df-42b4-b88b-f09557e1eeef\",\"productName\":\"Artificial Intelligence \u0026 Machine Learning in Healthcare\",\"productSlug\":\"masters/micromasters/mgh-institute-artificial-intelligence-machine-learning-in-healthcare\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/3037aeb0-31df-42b4-b88b-f09557e1eeef-59702571d4bd.jpg\",\"productType\":\"MicroMasters\",\"attributes\":[\"Data Analysis \u0026 Statistics\",\"Health \u0026 Safety\",\"Medicine\"],\"partnerName\":\"MGH Institute of Health Professions\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/fa3fe5e7-5100-40a1-b56b-c44b893d92a6-8dd6dff92a89.png\",\"fullDescription\":\"Define Artificial Intelligence and Machine Learning terminology and concepts while also understanding their transformative impact on healthcare. ,Understand how to implement and operate AI systems in real-world healthcare settings. ,Describe fundamental machine learning algorithms and their applications in healthcare. ,Explore the ethical and privacy implications of implementing AI in healthcare. ,Discuss the future trends, challenges, and opportunities of AI in the healthcare industry.\",\"shortDescription\":\"This program introduces you to how Artificial Intelligence and Machine Learning can be used to improve healthcare through both clinical and operational decision-making while also addressing ethical and privacy concerns.\",\"productOverview\":\"$128\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MGH_Institute\"],\"lastUpdated\":\"2026-06-02T13:55:41.382Z\",\"created\":\"2025-04-07T19:36:28.794Z\",\"hash\":\"b621922d7db92344da91086f4f89b4c21b21323935acc26336be1c0540b25cf3\",\"skills\":[\"Artificial Intelligence\",\"Decision Making\",\"Machine Learning\",\"Operations\",\"Research\"],\"skillsData\":[{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":14,\"weeksToCompleteMin\":13,\"weeksToCompleteMax\":14,\"minHoursEffortPerWeek\":1,\"maxHoursEffortPerWeek\":4,\"courseUuids\":[\"779be18f-0317-4827-a505-3cd9f21f902a\",\"b8b60043-21e0-48af-b89d-a548653ffeb0\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1268,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"MGH Institute of Health Professions\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":556.2,\"strikethroughPrice\":618,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1732660628,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"f5f7e8bd-241e-4395-8da3-69eec746f505\",\"productUuid\":\"8166f983-0f18-4812-9204-3d680f263e1f\",\"objectID\":\"\",\"productName\":\"Data Science and Machine Learning\",\"productSlug\":\"certificates/professional-certificate/harvardx-data-science-and-machine-learning\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/8166f983-0f18-4812-9204-3d680f263e1f-f4fc104acbe7.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"Build on your Python skills run basic machine learning models, evaluating the results and recognizing data bias to avoid underfitting or overfitting data. ,Gain hands-on experience using Python to solve real-world data problems. ,Explore regression models, including linear, multilinear, and polynomial models. ,Use popular Python libraries such as Pandas, numPy, matplotlib, and SKLearn. ,Explore advanced data science challenges through sample data sets, decision trees, and random forests.\",\"shortDescription\":\"The HarvardX Professional Certificate in Python for Data Science and Machine Learning provides learners with hands-on experience in popular libraries and methodologies, positioning them to thrive in a market with diverse opportunities.\",\"productOverview\":\"$129\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[],\"blockedIn\":[]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2025-07-31T19:35:55.861Z\",\"created\":\"2025-04-07T19:36:28.779Z\",\"hash\":\"937fa33ce767892cb355d5a5795be07b57aa572459c1ca4ccd1e144bfe97d4e8\",\"skills\":[\"Algorithms\",\"Artificial Intelligence\",\"Data Analysis\",\"Data Science\",\"Decision Tree Learning\",\"Finance\",\"Machine Learning\",\"Matplotlib\",\"NumPy\",\"Pandas (Python Package)\",\"Predictive Modeling\",\"Probability\",\"Python (Programming Language)\",\"Scikit-learn (Machine Learning Library)\",\"Service Innovation\",\"Statistics\"],\"skillsData\":null,\"level\":null,\"flexibility\":null,\"weeksToComplete\":14,\"weeksToCompleteMin\":13,\"weeksToCompleteMax\":14,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":5,\"courseUuids\":[\"1dc2b7e4-21ab-4c39-9da0-1784d3321948\",\"c2004e8e-3882-4927-a883-1c5f39a28865\"],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Data Science\",\"productUuids\":[\"8166f983-0f18-4812-9204-3d680f263e1f\",\"f65273d8-4631-41d5-876e-0df58cc5c697\",\"b5598690-9bd8-4d21-b7f3-dc741b50473f\",\"3a11b2ee-d4fa-4c5f-8079-4b180d265b16\",\"673ea595-1439-4a34-ad71-cc5c995c6fc6\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:2:subcategories:8:products:5\",\"$47:props:categories:2:subcategories:2:products:0\",{\"id\":\"94598695-2316-44b3-830d-eadd6d9d21f6\",\"productUuid\":\"b5598690-9bd8-4d21-b7f3-dc741b50473f\",\"objectID\":\"program-b5598690-9bd8-4d21-b7f3-dc741b50473f\",\"productName\":\"IBM Data Science\",\"productSlug\":\"certificates/professional-certificate/ibm-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b5598690-9bd8-4d21-b7f3-dc741b50473f-174928e730c7.jpeg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Engineering\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"Job-ready data science skills employers look for, supported by hands-on experience and an IBM Professional Certificate you can show on your resume. ,Python programming for data science and data manipulation using libraries like Pandas and Numpy to clean and prepare data. ,Data analysis and visualization techniques using Matplotlib and Seaborn; crucial skills for presenting insights to stakeholders. ,How to write SQL queries to manage and extract data from relational databases; key for database management. ,Machine learning fundamentals, including how to build machine learning models with Scikit-learn. ,How to use popular data science tools such as Jupyter Notebooks, IBM watsonx, GitHub, and APIs.\",\"shortDescription\":\"Master critical data science skills to start your career in data science and machine learning.\",\"productOverview\":\"$12a\",\"courseCount\":10,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:42.305Z\",\"created\":\"2025-04-07T19:36:28.808Z\",\"hash\":\"63202dbdb23e3049d14310045c3aa6296f6dbe1d250f601d6c4047da34bfe34c\",\"skills\":[\"Application Programming Interface (API)\",\"Computer Literacy\",\"Computer Science\",\"Data Analysis\",\"Data Manipulation\",\"Data Mining\",\"Data Science\",\"Data Visualization\",\"Github\",\"Jupyter\",\"Machine Learning\",\"Matplotlib (Python Package)\",\"Microsoft Access\",\"NumPy (Python Package)\",\"Pandas (Python Package)\",\"Predictive Modeling\",\"Python (Programming Language)\",\"RStudio\",\"SQL (Programming Language)\",\"Scikit-Learn (Python Package)\",\"Seaborn\",\"Statistics\",\"Version Control\"],\"skillsData\":[{\"skill\":\"Predictive Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Matplotlib (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Jupyter\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"NumPy (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Mathematical Software\"},{\"skill\":\"Data Mining\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Pandas (Python Package)\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Manipulation\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Version Control\",\"category\":\"Information Technology\",\"subcategory\":\"Version Control\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Scikit-Learn (Python Package)\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Github\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development Tools\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Application Programming Interface (API)\",\"category\":\"Information Technology\",\"subcategory\":\"Application Programming Interface (API)\"},{\"skill\":\"RStudio\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Computer Literacy\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"},{\"skill\":\"Microsoft Access\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Seaborn\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":49,\"weeksToCompleteMin\":25,\"weeksToCompleteMax\":26,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"168631cb-3bbf-4c81-98f1-e6816fbcd1bf\",\"24888729-7951-44cd-984b-4137c737be8c\",\"29a1e3b8-3e84-4b14-b60d-0fa97512e420\",\"2b907cc6-4020-4242-a369-38a48ae95f83\",\"34ea79ed-b0c4-4a12-aeb6-64a5b507607a\",\"381a0046-5d78-4790-8776-74620d59f48e\",\"7e2383ac-27ba-40e9-95bc-e86e61841211\",\"9bd10bfb-a8cd-4907-a26d-37fe3ea74919\",\"b3b420ea-9d33-49a9-9b56-f339a1af6c0f\",\"bf6989e9-4ddf-4338-a2fc-a134d4bf933b\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":18519,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"alex-aklson\",\"alex-aklson\",\"azim-hirjani-2\",\"joseph-santarcangelo\",\"maureen-mcelaney\",\"rav-ahuja\",\"romeo-kienzler\",\"saeed-aghabozorgi\",\"saishruthi-swaminathan\",\"svetlana-levitan\",\"yan-luo\"],\"tags\":[\"computer-programming\",\"data-analysis\",\"machine-learning\",\"python\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":873,\"strikethroughPrice\":970,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1621005481,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:2:subcategories:0:products:7\",{\"id\":\"13374708-93fc-4106-8d09-44310ecfa01f\",\"productUuid\":\"673ea595-1439-4a34-ad71-cc5c995c6fc6\",\"objectID\":\"program-673ea595-1439-4a34-ad71-cc5c995c6fc6\",\"productName\":\"Learning Python for Data Science\",\"productSlug\":\"certificates/professional-certificate/harvardx-learning-python-for-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/673ea595-1439-4a34-ad71-cc5c995c6fc6-676610944cee.jpeg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Math\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"How to read and write Python code. ,Functions, arguments, and return values; variables and types; conditionals and Boolean expressions; and loops. ,Basic problem-solving mechanism using probability and statistics. ,An ability to recognize common fallacies in probability, as well as some of the ways in which statistics are abused or simply misunderstood. ,Applications of Python programming for data science, using popular libraries such as Pandas, numPy, matplotlib, and SKLearn. ,How Python serves as a foundation for machine learning and artificial intelligence.\",\"shortDescription\":\"Develop skills in Python programming, statistics, and data science to solve complex business challenges and drive your career forward.\",\"productOverview\":\"$12b\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:42.537Z\",\"created\":\"2025-04-07T19:36:28.811Z\",\"hash\":\"75fc2f6f9e6f5a999775ed9aa4eacd262f9c357066926dbc404859bf4f170554\",\"skills\":[\"Algorithms\",\"Data Analysis\",\"Data Science\",\"Machine Learning\",\"Python (Programming Language)\"],\"skillsData\":[{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"}],\"level\":[\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":25,\"weeksToCompleteMin\":24,\"weeksToCompleteMax\":25,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":9,\"courseUuids\":[\"2cc794d0-316d-42f7-bbfd-25c34e4cd5df\",\"97f16f83-5e8a-496c-9086-5634c8edccbb\",\"c2004e8e-3882-4927-a883-1c5f39a28865\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":166524,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"benedict-gross\",\"david-j-malan\",\"emily-riehl\",\"joseph-harris\",\"pavlos-protopapas-3\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":672.3,\"strikethroughPrice\":747,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1666656180,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Data Analytics\",\"productUuids\":[\"e78d61bc-aa9d-417f-b244-fed28f5737b6\",\"ad919488-848b-42a2-938d-1b88792699f2\",\"cf4e8c72-c103-4681-98c6-0a99fb97566e\",\"a2a6a8f9-7b61-49ce-9d62-7e959b776fb7\",\"a17b8a86-6bfe-4b83-b42b-7c46843b3250\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"c3cc6b7a-a2b2-4769-87fc-b0558ab5f680\",\"productUuid\":\"e78d61bc-aa9d-417f-b244-fed28f5737b6\",\"objectID\":\"program-e78d61bc-aa9d-417f-b244-fed28f5737b6\",\"productName\":\"Data Analyst\",\"productSlug\":\"certificates/professional-certificate/ibm-data-analyst\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/e78d61bc-aa9d-417f-b244-fed28f5737b6-42e63d68ef81.jpeg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Engineering\"],\"partnerName\":\"IBM\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/87b07564-d569-4cfd-bee6-8b0a407acb73-dc33e4b5f353.png\",\"fullDescription\":\"Create charts and plots in Excel, and work with IBM Cognos Analytics to build dashboards. ,Describe the data ecosystem and Compose queries to access data in cloud databases using SQL and Python from Jupyter notebooks. ,Develop a working knowledge of Python language to analyze data using Python libraries like Pandas and Numpy, and invoke APIs and Web Services. ,Perform data analysis tasks like data mining and data wrangling using Excel spreadsheets and Jupyter Notebooks. ,Visualize data using Python libraires like Matplotlib, Seaborn, and Folium.\",\"shortDescription\":\"\",\"productOverview\":\"$12c\",\"courseCount\":9,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"IBM\"],\"lastUpdated\":\"2026-06-02T13:55:41.664Z\",\"created\":\"2025-04-07T19:36:28.770Z\",\"hash\":\"6d236bfc6cc457bf9dcd08e8e1bf74b6274d056dacda8fc44338dfb3d110aa79\",\"skills\":[\"Computer Literacy\",\"Data Analysis\",\"Data Manipulation\",\"Data Visualization\",\"Jupyter\",\"Mathematics Education\",\"Python (Programming Language)\",\"SQL (Programming Language)\",\"Willingness To Learn\"],\"skillsData\":[{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Mathematics Education\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Data Manipulation\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Computer Literacy\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"},{\"skill\":\"Willingness To Learn\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Jupyter\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"}],\"level\":[\"Advanced\",\"Intermediate\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":38,\"weeksToCompleteMin\":18,\"weeksToCompleteMax\":19,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"256bcc7d-5d2f-4053-b09a-22b48e058798\",\"29a1e3b8-3e84-4b14-b60d-0fa97512e420\",\"2b907cc6-4020-4242-a369-38a48ae95f83\",\"381a0046-5d78-4790-8776-74620d59f48e\",\"5c90d49e-e57d-4789-a729-334980458fe0\",\"7c0ae6f4-2ed5-4ccc-a722-760716d2faff\",\"7e2383ac-27ba-40e9-95bc-e86e61841211\",\"bf6989e9-4ddf-4338-a2fc-a134d4bf933b\",\"fa4317f9-e35c-4c7a-b5ef-a14afa1b356d\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":31681,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\",\"English\"],\"product\":\"Program\",\"partner\":[\"IBM\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"alex-aklson\",\"azim-hirjani-2\",\"joseph-santarcangelo\",\"ramesh-sannareddy\",\"rav-ahuja\",\"saishruthi-swaminathan\",\"sandip-sasha-joy\",\"steve-ryan\"],\"tags\":[\"computer-programming\",\"data-analysis\",\"python\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":783.9,\"strikethroughPrice\":871,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1622031194,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"cfa5d9f8-5fed-4c20-8d51-131fe732d5cc\",\"productUuid\":\"ad919488-848b-42a2-938d-1b88792699f2\",\"objectID\":\"program-ad919488-848b-42a2-938d-1b88792699f2\",\"productName\":\"Data Analysis for Life Sciences\",\"productSlug\":\"certificates/professional-certificate/harvardx-data-analysis-for-life-sciences\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/ad919488-848b-42a2-938d-1b88792699f2-0e48ae6ac307.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Math\",\"Science\"],\"partnerName\":\"Harvard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/44022f13-20df-4666-9111-cede3e5dc5b6-2cc39992c67a.png\",\"fullDescription\":\"Basic statistical concepts and R programming skills for analyzing data in the life sciences. ,The underlying math of linear models useful for data analysis in the life sciences. ,The techniques used to perform statistical inference on high-throughput and high-dimensional data. ,Several techniques widely used in the analysis of high-dimensional data.\",\"shortDescription\":\"Learn how to analyze life sciences data using the R programming language.\",\"productOverview\":\"$12d\",\"courseCount\":4,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HarvardX\"],\"lastUpdated\":\"2026-06-02T13:55:41.852Z\",\"created\":\"2025-04-07T19:36:28.772Z\",\"hash\":\"6b7965a50c78cd7357753f30c1784796b395c0ec501ea64ca689d2a6bfce9d8d\",\"skills\":[\"Basic Math\",\"Data Analysis\",\"Genomics\",\"Life Sciences\",\"Medical Research\",\"Population Health\",\"R (Programming Language)\",\"Research\"],\"skillsData\":[{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Medical Research\",\"category\":\"Science and Research\",\"subcategory\":\"Medical Science and Research\"},{\"skill\":\"Population Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Life Sciences\",\"category\":\"Science and Research\",\"subcategory\":\"Biology\"},{\"skill\":\"Genomics\",\"category\":\"Science and Research\",\"subcategory\":\"Genetics\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":[\"Advanced\",\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":16,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":4,\"courseUuids\":[\"0673236f-aaf9-4e38-ba92-c990f4f7b4cb\",\"3b678477-c397-4840-808e-57e58b8758f1\",\"94796bd2-6c39-4189-96ac-fce68e613c57\",\"cb555d73-5183-446c-8555-69a7ffd19206\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":10460,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Harvard University\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"michael-love\",\"rafael-irizarry\"],\"tags\":[\"r\",\"r-programming\",\"stardust-2019\",\"statistics\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":788.4,\"strikethroughPrice\":876,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1580483959,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:2:subcategories:0:products:3\",{\"id\":\"1fe9352b-ada2-4249-a2d0-a9d4a35e804a\",\"productUuid\":\"a2a6a8f9-7b61-49ce-9d62-7e959b776fb7\",\"objectID\":\"program-a2a6a8f9-7b61-49ce-9d62-7e959b776fb7\",\"productName\":\"Analytics: Essential Tools and Methods\",\"productSlug\":\"masters/micromasters/gtx-analytics-essential-tools-and-methods\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a2a6a8f9-7b61-49ce-9d62-7e959b776fb7-9cad702cc5f3.jpg\",\"productType\":\"MicroMasters\",\"attributes\":[\"Business \u0026 Management\",\"Computer Science\",\"Data Analysis \u0026 Statistics\",\"Engineering\"],\"partnerName\":\"The Georgia Institute of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8537d31f-01b4-40fd-b652-e17b38eefe41-4c6537c07d54.png\",\"fullDescription\":\"Use essential analytics tools like R, Python, SQL, and more. ,Understand fundamental models and methods of analytics, and how and when to apply them. ,Learn to build a data analysis pipeline, from collection and storage through analysis and interactive visualization. ,Apply your new analytics skills in a business context to maximize your impact.\",\"shortDescription\":\"Learn fundamental, in-demand analytics skills to maximize business impact and advance your career as an analyst.\",\"productOverview\":\"\u003cp\u003eNominated for the 2020 edX Prize\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eGain an interdisciplinary understanding of the essential fundamentals of analytics, including analysis methods, analytical tools, such as R, Python and SQL, and business applications.\u003c/p\u003e    \\r\\n\\r\\n\u003cp\u003eUsing common analytics software and tools, statistical and machine learning methods, and data-intensive computing and visualization techniques, learners will gain the experience necessary to integrate all of these parts for maximum impact.\u003c/p\u003e    \\r\\n\\r\\n\u003cp\u003eProject experience is also included as part of the MicroMasters program. Through these projects, learners will hone their skills with data collection, storage, analysis, and visualization tools, as well as gain instincts for how and when each tool should be used. \u003c/p\u003e    \\r\\n\\r\\n\u003cp\u003eThese projects provide hands-on experience with real-world business applications of analytics and a deeper understanding of how to apply analytics skills to make the biggest difference.\u003c/p\u003e\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GTx\"],\"lastUpdated\":\"2026-06-02T13:55:41.941Z\",\"created\":\"2025-04-07T19:36:28.792Z\",\"hash\":\"3cca19c363e7d8dfbce554a67412c93fa340e3d1da5b42c22d77489a28518861\",\"skills\":[\"Machine Learning Methods\",\"Python (Programming Language)\",\"R (Programming Language)\",\"SQL (Programming Language)\"],\"skillsData\":[{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Machine Learning Methods\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"}],\"level\":[\"Advanced\"],\"flexibility\":[\"instructor_paced\"],\"weeksToComplete\":47,\"weeksToCompleteMin\":30,\"weeksToCompleteMax\":31,\"minHoursEffortPerWeek\":8,\"maxHoursEffortPerWeek\":12,\"courseUuids\":[\"1cac89b9-58b6-4f8b-8cee-0a2f7feded60\",\"1e2cae8c-1c67-4067-a3c0-360543e6a9b8\",\"9b9bf897-7ad0-4687-99cf-4d790b281422\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2795,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"The Georgia Institute of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"frederic-bien\",\"joel-sokol\",\"richard-w-vuduc\"],\"tags\":[\"build-as-preview\",\"business-analytics\",\"computer-programming\",\"data-analysis\",\"python\",\"r-programming\",\"sql\",\"stardust-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":2475,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1487285565,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"123633f3-201c-421a-8753-27a696d62545\",\"productUuid\":\"a17b8a86-6bfe-4b83-b42b-7c46843b3250\",\"objectID\":\"program-a17b8a86-6bfe-4b83-b42b-7c46843b3250\",\"productName\":\"Data Analysis Basics with Excel and R\",\"productSlug\":\"certificates/professional-certificate/davidsonx-data-analysis-basics-with-excel\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a17b8a86-6bfe-4b83-b42b-7c46843b3250-d849b04de50a.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Davidson College\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2b993f2d-f65b-4791-b2f5-0fa11fedfd15-f867a771d99f.png\",\"fullDescription\":\"Master the foundations of data management, including dataset identification, preparation, and lifecycle. ,Identify and analyze different types of data visualizations and when to use them effectively. ,Establish good practices for data entry, storage, and manipulation in spreadsheets. ,Practice common methods of data manipulation and summary such as sorting, filtering, writing simple equations, and using pivot tables.\",\"shortDescription\":\"Learn the basics of R and Excel to unlock new opportunities, jobs, and more advanced skills that can help you be more efficient in your work or advance your career in your current or a future position.\",\"productOverview\":\"\u003cp\u003eGain a strong foundation in data in two of the most commonly used programs R and Excel. In this professional certificate program, you have the opportunity to build and leverage your data skills for upward mobility at any stage in your career. You’ll learn the six steps of the data lifecycle, using different case studies and contexts. You will analyze, manage, and communicate data, working in R to achieve basic R programming competencies. You will gain a foundation on which you can build more advanced R skills in the future. You will then learn foundational Excel knowledge like spreadsheet and workbook anatomy, data entry, summary, and manipulation, plotting and visualization, and powerful tools such as filters, sorts, and pivot tables. This program will get you ready to do basic data manipulation, analysis, and visualizations and then be able to learn more advanced skills on your own, on the job, or in an advanced program.\u003c/p\u003e\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"DavidsonX\"],\"lastUpdated\":\"2026-06-02T13:55:41.940Z\",\"created\":\"2025-04-07T19:36:28.791Z\",\"hash\":\"4a2f951d64e339983d291a048ffc1910a21689cbc86b3c377cdd750085a60ef9\",\"skills\":[\"Anatomy\",\"Data Entry\",\"Pivot Tables And Charts\",\"R (Programming Language)\"],\"skillsData\":[{\"skill\":\"Pivot Tables And Charts\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Data Entry\",\"category\":\"Administration\",\"subcategory\":\"General Administrative and Clerical Tasks\"},{\"skill\":\"Anatomy\",\"category\":\"Science and Research\",\"subcategory\":\"Medical Science and Research\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":8,\"weeksToCompleteMin\":3,\"weeksToCompleteMax\":4,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"1b1b7e50-ae85-4a5f-af09-ef2bf051383a\",\"2cfd52b3-418c-43ae-9cfc-e693e1cc88b0\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":7199,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Davidson College\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"che-smith-2\",\"kevin-smith\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":498,\"strikethroughPrice\":null,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1634751894,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Sustainability\",\"productUuids\":[\"9c9e072f-7dfb-45dc-987e-87c38c87b7e3\",\"9fbe7ecf-dd66-478b-a50e-afcfc323802a\",\"f4263c1b-4ad8-4842-b006-7cb19b4182b2\",\"ab24f021-33e2-4f4e-8082-ccf66b0b4126\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"4643af18-bb90-47e8-b7a2-88b8496669f2\",\"productUuid\":\"9c9e072f-7dfb-45dc-987e-87c38c87b7e3\",\"objectID\":\"program-9c9e072f-7dfb-45dc-987e-87c38c87b7e3\",\"productName\":\"Sustainable Engineering Design\",\"productSlug\":\"certificates/professional-certificate/delftx-sustainable-engineering-design\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/9c9e072f-7dfb-45dc-987e-87c38c87b7e3-77df179849b0.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Business \u0026 Management\",\"Design\",\"Engineering\"],\"partnerName\":\"Delft University of Technology\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/c484a523-d396-4aff-90f4-bb7e82e16bf6-f9e6cc4a4c94.png\",\"fullDescription\":\"Master the concept and vision of the circular economy. ,Understand how businesses can create value by applying the CE principles. ,Learn \\\"Design for R\\\" strategies: reuse, repair, remanufacturing and recycling. ,Integrate life-cycle design into your skillset and your organization’s vision. ,Understand the strategic importance of raw material supply and conservation. ,Effectively balance value creation with industrial sustainability. ,Improve your strategic design skills to make better decisions.\",\"shortDescription\":\"\",\"productOverview\":\"$12e\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"DelftX\"],\"lastUpdated\":\"2026-06-02T13:55:42.027Z\",\"created\":\"2025-04-07T19:36:28.804Z\",\"hash\":\"9dda8989f93deec72e2e5b0a1a6b659c37b6d0ae6b67b2edf6c18a8c3ef6a20f\",\"skills\":[\"Industrial Design\",\"Product Design\",\"Sustainable Engineering\",\"Systems Thinking\"],\"skillsData\":[{\"skill\":\"Sustainable Engineering\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Systems Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Product Design\",\"category\":\"Design\",\"subcategory\":\"Industrial Design\"},{\"skill\":\"Industrial Design\",\"category\":\"Design\",\"subcategory\":\"Industrial Design\"}],\"level\":[\"Advanced\",\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":13,\"weeksToCompleteMin\":12,\"weeksToCompleteMax\":13,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":6,\"courseUuids\":[\"02d007b2-609c-4526-af7e-f9962458aaa8\",\"814814b1-3357-4143-bba4-daaeb6fdf902\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":1177,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Delft University of Technology\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"anna-karin-jonbrink\",\"armin-lohrengel\",\"conny-bakker\",\"david-peck\",\"david-peck\",\"erwin-van-der-laan\",\"ester-van-der-voet\",\"ester-van-der-voet-0\",\"juan-azcarate-aguerre\",\"ken-webster\",\"max-prumbohm\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":378,\"strikethroughPrice\":420,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1647383271,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"c1349b2c-97bc-4444-bb83-2b619582dec3\",\"productUuid\":\"9fbe7ecf-dd66-478b-a50e-afcfc323802a\",\"objectID\":\"program-9fbe7ecf-dd66-478b-a50e-afcfc323802a\",\"productName\":\"Interdisciplinary Sustainable Architecture Assessment\",\"productSlug\":\"certificates/professional-certificate/upvalenciax-interdisciplinary-sustainable-architecture-assessment\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Architecture\"],\"partnerName\":\"Universitat Politècnica de València\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/518a47f2-66fb-4529-8902-a4f7ca3002ef-32e55d44aff3.png\",\"fullDescription\":\"Key elements of the urban environment and its quantification ,Standards for the assessment of urban sustainability ,Criteria for multilevel impact analysis ,Multilevel modeling and evaluation tools ,Smart cities and decision making\",\"shortDescription\":\"The program sets the framework for the development of a city assessment model to evaluate the impact on sustainability of the built environment\",\"productOverview\":\"\u003cp\u003eBased on the description of the components of the urban environment development, this program establishes guidelines and gives tools for its quantification and analysis so the practitioner can build a model for he analysis of the impact of the urban environment on sustainability with an integrative sense.\u003c/p\u003e\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UPValenciaX\"],\"lastUpdated\":\"2026-06-02T13:55:41.189Z\",\"created\":\"2025-04-07T19:36:28.795Z\",\"hash\":\"d1035f591e44487327ad9103264496f733c2124658f9317e1b7f454edefef8cd\",\"skills\":[\"Quantification\"],\"skillsData\":[{\"skill\":\"Quantification\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":9,\"weeksToCompleteMin\":8,\"weeksToCompleteMax\":9,\"minHoursEffortPerWeek\":3,\"maxHoursEffortPerWeek\":4,\"courseUuids\":[\"aaf55a03-04f1-40f9-bb56-e92a9d66f2df\",\"fe8830f0-9049-439d-be5c-d10ab69285b0\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":584,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\",\"Upcoming\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Universitat Politècnica de València\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"ana-maria-gonzalvez-2\",\"dai-morgan\",\"dai-morgan\",\"edmond-byrne\",\"elena-de-la-poza-plaza\",\"javier-orozco-messana\",\"javier-orozco-messana\",\"kas-hemmes\",\"maria-valles-planells\",\"naoko-ellis\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":97.2,\"strikethroughPrice\":108,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1601351104,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"e9262bc9-3473-4a1f-8c0b-0019eeb41572\",\"productUuid\":\"f4263c1b-4ad8-4842-b006-7cb19b4182b2\",\"objectID\":\"program-f4263c1b-4ad8-4842-b006-7cb19b4182b2\",\"productName\":\"Food Security and Sustainability\",\"productSlug\":\"certificates/professional-certificate/wageningenx-food-security-and-sustainability\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/f4263c1b-4ad8-4842-b006-7cb19b4182b2-715f6667e9ca.jpg\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Biology \u0026 Life Sciences\",\"Energy \u0026 Earth Sciences\",\"Environmental Studies\",\"Food \u0026 Nutrition\"],\"partnerName\":\"Wageningen University \u0026 Research\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0c6e5fa2-96e8-40b2-9ebe-c8b0df2a3b22-7022589dbb5d.png\",\"fullDescription\":\"Understand that food security depends on food availability, food access, food utilization and stability. ,How we can produce enough food for everyone. ,How sustainable different food production systems are. ,How to assure access to sufficient, nutritious and safe food for everyone. ,About actors and activities to achieve food security at international, national, local, household, and individual level.\",\"shortDescription\":\"Learn how to feed the world in a sustainable way!\",\"productOverview\":\"$12f\",\"courseCount\":2,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"WageningenX\"],\"lastUpdated\":\"2026-06-02T13:55:41.188Z\",\"created\":\"2025-04-07T19:36:28.792Z\",\"hash\":\"f4dac43a3542036692eab25af4fee070696bbf641391651ca10e3fe16c5b6de9\",\"skills\":[\"Agriculture\",\"Decision Making\",\"Environmental Issue\",\"Environmental Studies\",\"Food Security\",\"Research\",\"Supply Chain\",\"Sustainable Development\",\"Systems Thinking\"],\"skillsData\":[{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Decision Making\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Supply Chain\",\"category\":\"Transportation, Supply Chain, and Logistics\",\"subcategory\":\"Supply Chain Management\"},{\"skill\":\"Agriculture\",\"category\":\"Agriculture, Horticulture, and Landscaping\",\"subcategory\":\"Agricultural Management and Operations\"},{\"skill\":\"Food Security\",\"category\":\"Hospitality and Food Services\",\"subcategory\":\"Food and Beverage\"},{\"skill\":\"Environmental Studies\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Environmental Issue\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Systems Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":[\"Introductory\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":12,\"weeksToCompleteMin\":5,\"weeksToCompleteMax\":6,\"minHoursEffortPerWeek\":6,\"maxHoursEffortPerWeek\":10,\"courseUuids\":[\"04bdf14f-b56d-49b1-80e4-f0ecbd45ce99\",\"9f8562eb-f99b-45c7-b437-799fd0c15b6a\"],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":302,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"Wageningen University \u0026 Research\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"carolien-kroeze\",\"dr-eddie-bokkers\",\"dr-i-j-m-de-boer\",\"dr-ir-maja-slingerland\",\"dr-ir-marrit-van-den-berg\",\"dr-ir-sietze-vellema\",\"dr-jeroen-candel\",\"dr-jessica-duncan\",\"gerrie-van-de-ven\",\"martin-van-ittersum\",\"prof-dr-ewout-frankema\",\"prof-dr-hilde-bras\",\"prof-dr-peter-oosterveer\"],\"tags\":[\"build-as-preview\",\"build_as_preview\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":448.2,\"strikethroughPrice\":498,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1681145531,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"89274d01-1ded-4d98-8442-b837b334f541\",\"productUuid\":\"ab24f021-33e2-4f4e-8082-ccf66b0b4126\",\"objectID\":\"program-ab24f021-33e2-4f4e-8082-ccf66b0b4126\",\"productName\":\"Sustainable Cities and Urban Development\",\"productSlug\":\"certificates/professional-certificate/sdgacademyx-sustainable-cities-and-urban-development\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/ab24f021-33e2-4f4e-8082-ccf66b0b4126-cec47fb460f8.png\",\"productType\":\"Professional Certificate\",\"attributes\":[\"Architecture\",\"Design\",\"Education \u0026 Teacher Training\",\"Environmental Studies\",\"Science\",\"Social Sciences\"],\"partnerName\":\"SDG Academy\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0152661c-94b4-44ff-ad5d-54528339c1b0-516950c54c28.png\",\"fullDescription\":\"Understand urban development and the scale, scope, and establishment of the Sustainable Development Goals ,Gain an overview of urban systems, including governance, land management, and utilities to recognize the new urban sciences that are driving our understanding of urbanization across the world ,Explore the impact of people-focused issues, how technological change is adopted and deployed, and case studies from the Global North and South ,Examine carefully how we should understand how to trace, examine and explore the ways new social, economic and environmental changes emerge and reshape the working of the city. ,Understand how best to intervene in urban futures through sharing urban experiences and contributing to the coproduction of knowledge to enrich and strengthen knowledge exchange in cities.\",\"shortDescription\":\"Immerse yourself in understanding how urbanization drastically impacts the role of development and how cities affect various economies and the environment. Learn about the critical influence of SDG11 and how to apply strategies to shape humanity’s future.\",\"productOverview\":\"$130\",\"courseCount\":3,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SDGAcademyX\"],\"lastUpdated\":\"2026-06-02T13:55:42.213Z\",\"created\":\"2025-04-07T19:36:28.772Z\",\"hash\":\"9e17c183f648c16668251a3141b4de97a0c35092948cccb2fd2d1fa4fa4ad7b1\",\"skills\":[\"Research\",\"Sustainable Development\",\"Urban Sustainability\",\"Urbanization\"],\"skillsData\":[{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Sustainable Development\",\"category\":\"Environment\",\"subcategory\":\"Environment and Resource Management\"},{\"skill\":\"Urbanization\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Urban Sustainability\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Urban and Regional Planning\"}],\"level\":[\"Intermediate\"],\"flexibility\":[\"self_paced\"],\"weeksToComplete\":16,\"weeksToCompleteMin\":15,\"weeksToCompleteMax\":16,\"minHoursEffortPerWeek\":2,\"maxHoursEffortPerWeek\":6,\"courseUuids\":[\"1fbfd3aa-7525-4148-8b1f-c78381ef04cf\",\"520c39be-89c1-4cad-9e9b-ff1f0cdc8b99\",\"98ab18cc-e830-4acb-adb5-16225c149bf5\"],\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":2765,\"productSource\":\"edX\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[\"English\"],\"product\":\"Program\",\"partner\":[\"SDG Academy\"],\"externalUrl\":null,\"aiLanguages\":null,\"staff\":[\"aromar-revi\",\"aromar-revi\",\"david-satterthwaite\",\"debra-roberts\",\"edgar-pieterse\",\"edgar-pieterse-2\",\"eugenie-birch\",\"gautam-bhan\",\"jeffrey-d-sachs\",\"jeffrey-d-sachs\",\"joshua-castellino\",\"juan-carlos-duque-2\",\"michael-cohen\",\"michael-keith-3\",\"neave-o-cleary\",\"pengjun-zhao\",\"peter-newman\",\"raf-tuts\",\"sheela-patel\",\"susan-parnell\",\"susan-parnell-2\",\"tim-schwanen\"],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":150.3,\"strikethroughPrice\":167,\"currencyCode\":\"USD\",\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1691011500,\"goLiveDate\":null,\"modifiedDate\":null}]}]},{\"key\":\"$undefined\",\"productType\":\"Masters\",\"categoryLabel\":\"Master's Degrees\",\"subcategories\":[{\"subcategoryLabel\":\"Featured\",\"productUuids\":[\"fdc2f05f-3ae3-4a5b-8a75-118a7554e251\",\"fdcd0ca4-34b9-4373-9a5f-a357d13156be\",\"3001f267-a52b-4513-9d5c-bce423e05eb6\",\"46231e86-e3e5-4e23-8095-0c8694de58f2\",\"70adbe06-2ef5-446e-97cf-7d26520a9697\",\"0a981ea4-4f5e-4a31-aadd-4f1394072279\",\"69e252b5-62e4-4f96-a667-6d92e0aaef0e\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"f2524504-a883-4dac-af0f-165d0bb59ef7\",\"productUuid\":\"fdc2f05f-3ae3-4a5b-8a75-118a7554e251\",\"objectID\":\"program-fdc2f05f-3ae3-4a5b-8a75-118a7554e251\",\"productName\":\"Master of Social Work\",\"productSlug\":\"masters/online-msw-programs/howard-master-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fdc2f05f-3ae3-4a5b-8a75-118a7554e251-930405f44545.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Howard University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/e825982f-0da2-4a41-be4a-6b9fbd0099e1-d04921751578.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Since our founding over 85 years ago, the Howard University School of Social Work has been a leading force in the struggle for social justice. We are committed to educating advanced social work practitioners who are guided by knowledge of sociocultural and historical context, emphasizing their unique strengths, and the lens of the Black Perspective.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Howard\"],\"lastUpdated\":\"2026-06-02T13:55:41.300Z\",\"created\":\"2025-04-07T19:36:28.772Z\",\"hash\":\"210b679124faf8ccb7419497d3e8d398b7047809251226a3524f60829b7ced07\",\"skills\":[\"Social Justice\",\"Social Work\"],\"skillsData\":[{\"skill\":\"Social Justice\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Social Work\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Howard University\"],\"externalUrl\":\"https://online.howard.edu/msw/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=howard_MSW\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_washington-dc\",\"concentration_administration\",\"concentration_community\",\"concentration_human-rights\",\"concentration_international\",\"concentration_policy\",\"format_advanced-standing\",\"format_hbcu\",\"format_no-gre\",\"vertical_msw\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Howard University Master of Social Work (MSW) online\",\"subheading\":\"Howard MSW Online prepares learners to transform oppressive systems into ones that sustain and uplift Black and other marginalized communities. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Howard MSW Online curriculum\",\"productList\":[{\"header\":\"Traditional\",\"description\":\"This 60-credit track is for learners who hold any bachelor’s degree from a regionally accredited college or university. Learners can complete this track part time in as few as 36 months. The full-time track can be completed in as few as 16 months.\"},{\"header\":\"Advanced Standing\",\"description\":\"This 45-credit track is for learners who hold a Bachelor of Social Work from a CSWE-accredited institution. Learners can complete this track part time in as few as 24 months. The full-time track can be completed in as few as 12 months.\"}],\"introduction\":\"Howard MSW Online, the online Master of Social Work program, empowers aspiring social workers to promote and sustain a high quality of life for marginalized individuals and communities. The online curriculum is grounded in the Black Perspective, a lens that empowers learners to develop an inclusive, strengths-based approach to direct and macro practice. Learners follow one of two tracks below: \"},\"excludedFromSearch\":false},\"productCreated\":1654864871,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"4e8a080f-cf33-41e9-96ee-ec066dd54c3c\",\"productUuid\":\"fdcd0ca4-34b9-4373-9a5f-a357d13156be\",\"objectID\":\"program-fdcd0ca4-34b9-4373-9a5f-a357d13156be\",\"productName\":\"Master of Science in Nursing\",\"productSlug\":\"masters/online-msn-programs/sjf-master-of-science-in-nursing\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fdcd0ca4-34b9-4373-9a5f-a357d13156be-cb3baa8acc17.png\",\"productType\":\"Masters\",\"attributes\":[\"Medicine\"],\"partnerName\":\"St. John Fisher University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/da834b7f-fdba-4a8c-8680-57ac2c44ec18-19045ba6d8f7.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Earn an M.S. in Nursing online at the Wegmans School of Nursing. Bachelor’s in nursing and RN license-required. The online pathway combines live classes, 600 hours of clinical rotations, and on-campus immersions to prepare you to pursue NP licensure in one of four specialties: PCFNP, PMHNP, AGACNP, or AGPCNP.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SJFC\"],\"lastUpdated\":\"2026-06-02T13:55:41.847Z\",\"created\":\"2025-04-07T19:36:28.799Z\",\"hash\":\"838ed290e28648ea0cf860ceea81b18dce5b853c9afa9577bef734910a29c9e2\",\"skills\":[\"Nurse Practitioner (APRN-CNP)\",\"Nursing\",\"Psychiatric-Mental Health Nurse Practitioner\"],\"skillsData\":[{\"skill\":\"Psychiatric-Mental Health Nurse Practitioner\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Nursing\",\"category\":\"Health Care\",\"subcategory\":\"Nursing and Patient Care\"},{\"skill\":\"Nurse Practitioner (APRN-CNP)\",\"category\":\"Health Care\",\"subcategory\":\"Nursing and Patient Care\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"St. John Fisher University\"],\"externalUrl\":\"https://onlinenursing.sjfc.edu/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"St. John Fisher University M.S. in Nursing Online\",\"subheading\":\"Fisher Nursing Online offers four M.S. in Nursing program options, to help you become an expert in the field of your choice and a service-oriented nurse leader in your chosen setting.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum spotlight\",\"productList\":[{\"header\":\"Primary Care Family Nurse Practitioner (PCFNP)\",\"description\":\"Provide compassionate, ethical care to patients across their lifetime. This program option can be completed part time in as few as 28 months, or full time in just 24 months.\"},{\"header\":\"Adult/Gerontology Primary Care Nurse Practitioner (AGPCNP)\",\"description\":\"Provide holistic, compassionate care to patients ages 13 and older. This program offers a part-time track only, and can be completed in as few as 28 months.\"},{\"header\":\"Adult/Gerontology Acute Care Nurse Practitioner (AGACNP)\",\"description\":\"Provide care to elderly patients and help them manage acute and chronic pain. This program offers a part-time track only, and can be completed in as few as 28 months.\"},{\"header\":\"Psychiatric Mental Health Nurse Practitioner (PMHNP)\",\"description\":\"Provide effective care to diverse patients who suffer from mental health illnesses or psychiatric disorders. This program offers a part-time track only, and can be completed in as few as 32 months.\"}],\"introduction\":\"Prepare to join the next generation of compassionate, service-oriented nursing leaders. Choose between four program options designed to give you the skills to improve patient care in your chosen setting. As an online M.S. in Nursing student at St. John Fisher University, you may choose between:\"},\"excludedFromSearch\":false},\"productCreated\":1657870872,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"945e5c32-d733-4ab7-b2ff-28139b44d3d8\",\"productUuid\":\"3001f267-a52b-4513-9d5c-bce423e05eb6\",\"objectID\":\"program-3001f267-a52b-4513-9d5c-bce423e05eb6\",\"productName\":\"Master of Business Administration\",\"productSlug\":\"masters/online-mba/rice-master-of-business-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/3001f267-a52b-4513-9d5c-bce423e05eb6-48b45c2d4784.png\",\"productType\":\"Masters\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Rice University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3001f267-a52b-4513-9d5c-bce423e05eb6-85ed45ac4141.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"GMAT waivers are available for the online MBA from Rice Business. Earn your MBA in as few as 24 months and develop your understanding of essential business principles such as financial accounting, business analytics, marketing, leadership and finance.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"RICEx\"],\"lastUpdated\":\"2026-06-02T13:55:41.572Z\",\"created\":\"2025-04-07T19:36:28.816Z\",\"hash\":\"63548835db4dce5e9d54b8eb6459d5b41fa30b721f258c534d3b0841e1e25abe\",\"skills\":[\"Business Analytics\",\"Finance\",\"Financial Accounting\",\"Leadership\",\"Marketing\",\"Master Of Business Administration (MBA)\"],\"skillsData\":[{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Business Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Financial Accounting\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/3001f267-a52b-4513-9d5c-bce423e05eb6-85ed45ac4141.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Rice University\"],\"externalUrl\":\"https://onlinebusiness.rice.edu/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=RICE_MBA\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_houston\",\"format_full-time\",\"format_part-time\",\"state_tx\",\"vertical_mba\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Rice Business MBA | Online\",\"subheading\":\"MBA@Rice, the STEM-designated online MBA program from Rice Business, brings Rice University’s tight-knit community and data-driven business education to professionals around the world. The online MBA curriculum is designed to help you develop advanced business skills and find creative solutions to today’s complex challenges.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Corporate strategy\",\"description\":\"Devise strategies that help the bottom-line and provide a competitive advantage.\"},{\"header\":\"Corporate finance\",\"description\":\"Hone financial analysis and broaden your managerial skills.\"},{\"header\":\"Investment management\",\"description\":\"Gain knowledge invaluable for mastering derivative securities and portfolio management.\"},{\"header\":\"Marketing\",\"description\":\"Learn quantitative skills and frameworks to understand and discover consumer insights.\"},{\"header\":\"Entrepreneurship\",\"description\":\"Delve further into entrepreneurial skills through learning in the Entrepreneurship Lab.\"},{\"header\":\"Energy\",\"description\":\"Master the management and entrepreneurial skills you need as the energy industry continues evolving.\"},{\"header\":\"Healthcare\",\"description\":\"Complement general business management courses with the skills you need to drive change in the healthcare industry.\"}],\"introduction\":\"$131\"},\"excludedFromSearch\":false},\"productCreated\":1654864885,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"15be8a9f-7476-4a46-9591-d216c4d75f22\",\"productUuid\":\"46231e86-e3e5-4e23-8095-0c8694de58f2\",\"objectID\":\"program-46231e86-e3e5-4e23-8095-0c8694de58f2\",\"productName\":\"Master of Public Health\",\"productSlug\":\"masters/masters-in-public-health-online/gwu-master-of-public-health\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/46231e86-e3e5-4e23-8095-0c8694de58f2-be3d8d92a878.png\",\"productType\":\"Masters\",\"attributes\":[\"Health \u0026 Safety\"],\"partnerName\":\"The George Washington University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/5c2ddc82-7948-4008-8b76-3853ac9c0877-0838009e361b.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Founded in 1997, the Milken Institute School of Public Health at the George Washington University is dedicated to empowering underserved populations and advancing the health of communities around the globe. Our live, online classes feature a 15:1 student-to-faculty ratio, enabling you to form close connections with your peers and GW faculty in an engaging learning environment. Earn your MPH in as few as 12 months and make a meaningful difference in public health — without having to relocate — with MPH@GW. No GRE required.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GW\"],\"lastUpdated\":\"2026-06-02T13:55:41.763Z\",\"created\":\"2025-04-07T19:36:28.812Z\",\"hash\":\"561b92ab01a18d929fb0ad798efb895202d77c03dc17a1cc84b76317ff103391\",\"skills\":[],\"skillsData\":[],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The George Washington University\"],\"externalUrl\":\"https://onlinepublichealth.gwu.edu/mph/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=gw_MPH\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"George Washington University Master of Public Health (MPH) online\",\"subheading\":\"Gain the skills to transform healthcare on a local, national, or international scale with the George Washington University (GW).\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Concentrations\",\"productList\":[{\"header\":\"Global Health\",\"description\":\"Develop the skills, knowledge, and values you will need to effectively address the planet’s most urgent health issues.\"},{\"header\":\"Women, Youth, and Child Health\",\"description\":\"Unpack and address the social, behavioral, and systems-based factors that uniquely affect women, children, adolescents, and families.\"},{\"header\":\"Health Informatics and Analytics\",\"description\":\"Leverage information technology, data, and analytics to enhance clinical and healthcare-centered processes, services, and research.\"},{\"header\":\"Climate Systems Health\",\"description\":\"Learn to assess and mitigate the public health issues linked to anthropogenic climate change, with a systems approach and multidisciplinary approach.\"}],\"introduction\":\"As a learner, you can choose your own elective courses or select an optional concentration. No matter which path you pursue, the curriculum is composed of 45 credits. The following concentrations are available:\"},\"excludedFromSearch\":false},\"productCreated\":1654864918,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"5ecd80fb-953f-4f8b-89b8-390e12072ab5\",\"productUuid\":\"70adbe06-2ef5-446e-97cf-7d26520a9697\",\"objectID\":\"program-70adbe06-2ef5-446e-97cf-7d26520a9697\",\"productName\":\"Master of Applied Data Science\",\"productSlug\":\"masters/online-masters-in-data-science/unc-master-of-applied-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/70adbe06-2ef5-446e-97cf-7d26520a9697-bf35b51636af.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"The University of North Carolina at Chapel Hill\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/283be432-c4de-4818-83c5-bd77a2de49d6-326791553e52.png\",\"fullDescription\":\"\",\"shortDescription\":\"Master the data life cycle and apply data insights to drive organizational and social change.\",\"productOverview\":\"Data is the universal language of collaboration. Master the data life cycle and apply data insights to drive organizational and social change. \\r\\nThe online Master of Applied Data Science curriculum will equip you to thoughtfully leverage every stage of the data life cycle — collecting, curating, interpreting, visualizing, and applying — to identify and tell a story through data. The 30-credit curriculum is composed of 10 courses and includes a culminating capstone project.\\r\\nUNC-Chapel Hill’s online Master of Applied Data Science program is offered by the School of Data Science and Society, in collaboration with the School of Information and Library Science; Department of Biostatistics at the Gillings School of Global Public Health; and Department of Computer Science, Department of Mathematics, and Department of Statistics and Operations Research at the College of Arts and Sciences.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UNC-CH\"],\"lastUpdated\":\"2026-06-02T13:55:42.468Z\",\"created\":\"2025-04-07T19:36:28.797Z\",\"hash\":\"e27421e305ee46954f1c4e882341f3ed225b212bcd01ee204e89d8638424ef6c\",\"skills\":[\"Big Data\",\"Collaborative Research\",\"Communication\",\"Data Governance\",\"Data Science\",\"Data Visualization\",\"Deep Learning\",\"Experimentation\",\"Machine Learning\",\"Natural Language Processing\",\"Statistical Modeling\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Collaborative Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Data Governance\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Natural Language Processing\",\"category\":\"Analysis\",\"subcategory\":\"Natural Language Processing (NLP)\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Experimentation\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Statistical Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The University of North Carolina at Chapel Hill\"],\"externalUrl\":\"http://online.unc.edu/online-masters-programs/masters-data-science/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"UNC-Chapel Hill’s Master of Applied Data Science online\",\"subheading\":\"Data is the universal language of collaboration. Master the data life cycle and apply data insights to drive organizational and social change. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Core courses\",\"description\":\"Build a foundation in data governance and ethics, real-world applications, advanced programming, statistical modeling, big data, databases, and machine learning.\"},{\"header\":\"Electives\",\"description\":\"Add to your skills in areas such as deep learning, natural language processing, data visualization and communication, experiment design, and bioinformatics.\"},{\"header\":\"Capstone project\",\"description\":\"Solve real-world data challenges in a team-based practicum. Carolina faculty and staff will leverage their networks to identify projects and organizations.\"}],\"introduction\":\"The online Master of Applied Data Science curriculum will equip you to thoughtfully leverage every stage of the data life cycle — collecting, curating, interpreting, visualizing, and applying — to identify and tell a story through data. The 30-credit curriculum is composed of 10 courses and includes a culminating capstone project.\"},\"excludedFromSearch\":false},\"productCreated\":1685499097,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"e142b5cd-0990-4c41-84de-31b38182f6fb\",\"productUuid\":\"0a981ea4-4f5e-4a31-aadd-4f1394072279\",\"objectID\":\"program-0a981ea4-4f5e-4a31-aadd-4f1394072279\",\"productName\":\"Master of Science in Library and Information Science\",\"productSlug\":\"masters/online-mlis-programs/syracuse-master-of-science-in-library-and-information-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/0a981ea4-4f5e-4a31-aadd-4f1394072279-ee7ff7c5c071.png\",\"productType\":\"Masters\",\"attributes\":[\"Communication\"],\"partnerName\":\"Syracuse University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"In its tradition of preparing students to shape our world through the power of information, Syracuse University’s School of Information Studies (iSchool) offers a Master of Science in Library and Information Science degree delivered online. The program is accredited by the American Library Association and prepares students to help communities better access and understand information and media resources. Students may also specialize in School Media to prepare for library and information roles in elementary and secondary school settings. The program can be completed in 18 months. No GRE scores are required to apply. \",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SyracuseUniversity\"],\"lastUpdated\":\"2026-06-02T13:55:41.119Z\",\"created\":\"2025-04-07T19:36:28.763Z\",\"hash\":\"8e146333d5c02dfeedf3cd65f0c1092255c57678eb8d75e8fe3ef37459763b8b\",\"skills\":[\"Data Curation\",\"Data Science\",\"Digital Data\",\"Digital Data Systems\",\"Information Literacy\",\"Information Sciences\",\"Interoperability\",\"Library Science\",\"Lifelong Learning\",\"Management\",\"Market Trend\",\"Marketing Strategies\",\"Markup Languages\",\"Metadata\",\"Operations\",\"Research\",\"Research Methodologies\"],\"skillsData\":[{\"skill\":\"Metadata\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Markup Languages\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"},{\"skill\":\"Lifelong Learning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Market Trend\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Market Analysis\"},{\"skill\":\"Information Sciences\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Interoperability\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Research Methodologies\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Library Science\",\"category\":\"Education and Training\",\"subcategory\":\"Library and Archiving\"},{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Information Literacy\",\"category\":\"Education and Training\",\"subcategory\":\"Library and Archiving\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Data Curation\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Digital Data Systems\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Digital Data\",\"category\":\"Information Technology\",\"subcategory\":\"Basic Technical Knowledge\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Syracuse University\"],\"externalUrl\":\"https://onlinegrad.syracuse.edu/information-science/mlis/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=SYR_MLIS\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Syracuse University MS in Library and Information Science online\",\"subheading\":\"Gain and leverage technical skills to uplift justice and equity of information as a dedicated community librarian, with the Syracuse University’s School of Information Studies (iSchool).\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Professional pathways\",\"productList\":[{\"header\":\"User services and community engagement\",\"description\":\"Ensure equal access to library and information services by providing information literacy training, instructions, references, collection management, and outreach to diverse communities.\"},{\"header\":\"Data curation and services\",\"description\":\"Master digital data systems, metadata theory and practices, programming and markup languages, and data services, and enrich the life of your community.\"},{\"header\":\"Organization and management of information and knowledge\",\"description\":\"Organize and manage information and knowledge of all types, formats, and forms to achieve your goals and actualize your values.\"},{\"header\":\"Children and youth services\",\"description\":\"Facilitate lifelong learning and build relationships with parents, caregivers, and teachers through networking and marketing strategies.\"},{\"header\":\"Digital information systems\",\"description\":\"Optimize digital information systems in libraries and other organizations to make data and metadata findable, accessible, interoperable, and usable for daily tasks and operations.\"},{\"header\":\"Information research and analytics\",\"description\":\"Develop skills and knowledge in research methods and data science to detect emerging market trends or collect critical information to reveal critical insights for your library’s long-term success.\"}],\"introduction\":\"Librarians provide essential services to connect diverse communities across the globe and protect the freedom of information. MSLIS learners learn to advance equity and promote justice through the lens of technology and access to information, and quickly become exemplary leaders. Align your coursework to your professional goals with one or more of the following professional pathways:\"},\"excludedFromSearch\":false},\"productCreated\":1654864910,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"MBA\",\"productUuids\":[\"fe32d1c5-5e22-4f5a-8a92-71ef3d654d96\",\"8f98a6c0-c6c2-4571-9965-2b3586ae9a8c\",\"1be98dfc-6b32-4f4c-8beb-02a2b1ef9183\",\"3001f267-a52b-4513-9d5c-bce423e05eb6\",\"333b8b06-ca26-4d73-853b-ef9ceee271ac\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"3aeabe8b-d68e-4355-9b41-613fb84a4823\",\"productUuid\":\"fe32d1c5-5e22-4f5a-8a92-71ef3d654d96\",\"objectID\":\"program-fe32d1c5-5e22-4f5a-8a92-71ef3d654d96\",\"productName\":\"Master of Business Administration\",\"productSlug\":\"masters/online-mba/ucd-master-of-business-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fe32d1c5-5e22-4f5a-8a92-71ef3d654d96-fbda42eb88a7.png\",\"productType\":\"Masters\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of California, Davis\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/3a33451f-9a20-41f0-9cd1-5f3624a0940e-be0782e0ed48.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The online MBA from the University of California, Davis, features the same curriculum and globally recognized faculty as the on-campus MBA program. You'll experience our culture of collaboration and make Silicon Valley connections. The program can be completed in as few as 24 months. Bachelor’s required     \\n\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UCDavis\"],\"lastUpdated\":\"2026-06-02T13:55:41.370Z\",\"created\":\"2025-04-07T19:36:28.797Z\",\"hash\":\"f03dc4647e1d6eaf6fb106ef78d1b030d388a350ba17c5dae03ef2a32f918bb9\",\"skills\":[\"Master Of Business Administration (MBA)\"],\"skillsData\":[{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of California, Davis\"],\"externalUrl\":\"https://onlinemba.ucdavis.edu/requestinfo/plp/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=ucd-mba\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_sacramento\",\"city_san-francisco\",\"format_full-time\",\"format_part-time\",\"format_stem\",\"state_ca\",\"vertical_mba\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"UC Davis Master of Business Administration (MBA) online\",\"subheading\":\"Earn a STEM-designated MBA from the UC Davis Graduate School of Management (GSM) in 24–36 months.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum highlights\",\"productList\":[{\"header\":\"Core courses\",\"description\":\"Build a strong foundation in the functional areas of business, including operations, marketing, strategy, accounting, and more.\"},{\"header\":\"Elective courses\",\"description\":\"Cultivate a deeper understanding of specialized business topics through electives and self-guided concentrations.\"},{\"header\":\"Capstone project\",\"description\":\"Collaborate with peers on an integrated management project, where you’ll gain hands-on experience solving real-world problems.\"}],\"introduction\":\"This STEM-designated program will equip you with the business skills, tools, and competencies you need to lead positive change in a competitive global environment. Learn from world-renowned industry leaders.\"},\"excludedFromSearch\":false},\"productCreated\":1654864925,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"f9da53f6-3478-4669-952d-998503af7232\",\"productUuid\":\"8f98a6c0-c6c2-4571-9965-2b3586ae9a8c\",\"objectID\":\"program-8f98a6c0-c6c2-4571-9965-2b3586ae9a8c\",\"productName\":\"Master of Business Administration\",\"productSlug\":\"masters/online-mba/miami-master-of-business-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/8f98a6c0-c6c2-4571-9965-2b3586ae9a8c-b029e09c0ac9.png\",\"productType\":\"Masters\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of Miami\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8f98a6c0-c6c2-4571-9965-2b3586ae9a8c-1d09bb59a1c9.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Able to be completed in as few as 20 months, the online MBA program from Miami Herbert Business School prepares professionals to transform global business and build deep connections within Miami’s thriving ecosystem. No GMAT is required to apply. Experience the multicultural and future-focused program that reflects the city of Miami.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UMiami\"],\"lastUpdated\":\"2026-06-02T13:55:41.007Z\",\"created\":\"2025-04-07T19:36:28.775Z\",\"hash\":\"f3dea54309115dc4a09f55b72aa9a8cea01d7462dd659a40b5d5085ac37801fd\",\"skills\":[\"Master Of Business Administration (MBA)\"],\"skillsData\":[{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/8f98a6c0-c6c2-4571-9965-2b3586ae9a8c-1d09bb59a1c9.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of Miami\"],\"externalUrl\":\"https://onlinemba.miami.edu/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=MIA_MBA\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_miami\",\"format_accelerated\",\"format_full-time\",\"format_part-time\",\"state_fl\",\"vertical_mba\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Miami online MBA\",\"subheading\":\"Earn the MBA that prepares you to step into any boardroom with confidence. Learn how to lead diverse teams, launch ventures, and leverage emerging technologies.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Program tracks and curriculum\",\"productList\":[{\"header\":\"Traditional track\",\"description\":\"Learners with a bachelor’s in any field and a minimum of two years’ professional experience will complete 42 credits, including two immersions. The program takes 18 months on a full-time schedule, or 28 months part time.\"},{\"header\":\"Accelerated track\",\"description\":\"Learners with a bachelor’s, master’s, or equivalent degree in business (earned within the last seven years) and at least two years’ professional experience will complete 35 credits, including one immersion. The program takes 12 months on a full-time schedule, or 24 months part time.\"}],\"introduction\":\"The Miami Herbert Business School’s online MBA program offers two academic tracks based on your prior academic experience. Both are led by expert faculty who will help you become a better negotiator, strategic thinker, and more effective team leader for a global business environment.\"},\"excludedFromSearch\":false},\"productCreated\":1654864944,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"cc2609cc-daab-42fc-8064-206245ca718a\",\"productUuid\":\"1be98dfc-6b32-4f4c-8beb-02a2b1ef9183\",\"objectID\":\"program-1be98dfc-6b32-4f4c-8beb-02a2b1ef9183\",\"productName\":\"Master of Business Administration\",\"productSlug\":\"masters/online-mba/unc-master-of-business-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/1be98dfc-6b32-4f4c-8beb-02a2b1ef9183-63085b8eb7ed.png\",\"productType\":\"Masters\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of North Carolina at Chapel Hill\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/283be432-c4de-4818-83c5-bd77a2de49d6-326791553e52.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"UNC Kenan-Flagler’s online MBA is for experienced professionals with strong undergraduate performance. You can earn your degree at your own pace—in 18 to 36 months—without sacrificing academic quality and rigor. Access lifelong career benefits and join a global alumni network with an AACSB-accredited online MBA from UNC-Chapel Hill. \",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"UNC-CH\"],\"lastUpdated\":\"2026-06-02T13:55:41.017Z\",\"created\":\"2025-04-07T19:36:28.785Z\",\"hash\":\"8539f597d498ba3482801a7737bc9efcfa61d11a4bfbe0fdc2fc2756d148cd6d\",\"skills\":[\"Master Of Business Administration (MBA)\"],\"skillsData\":[{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of North Carolina at Chapel Hill\"],\"externalUrl\":\"https://onlinemba.unc.edu/requestinfo/mba-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=unc-bus\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_charlotte\",\"city_raleigh\",\"concentration_consulting\",\"concentration_data-analytics\",\"concentration_entrepreneurship\",\"concentration_finance\",\"concentration_leadership\",\"concentration_management\",\"concentration_marketing\",\"concentration_strategy\",\"format_full-time\",\"format_part-time\",\"state_nc\",\"vertical_mba\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"UNC Kenan-Flagler’s MBA online\",\"subheading\":\"With MBA@UNC, you’ll develop an approach to leadership that reflects your values, amplifies your strengths, and positions you for success.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Leadership focus\",\"description\":\"Develop your executive presence and learn how to become a more strategic, inclusive, and influential leader.\"},{\"header\":\"Electives, concentrations and certificate\",\"description\":\"Tailor your education to support your career interests — choose from 36+ electives and six concentration options and a Leadership Academy certificate (an additional credential that can be earned while enrolled in the program).\"},{\"header\":\"STEM-designated degree\",\"description\":\"Prepare to make strategic, analytical decisions — a critical competency in today’s data-driven workplaces.\"},{\"header\":\"Faculty expertise\",\"description\":\"Learn from top UNC Kenan-Flagler faculty, who have a wealth of experience teaching in an online learning environment.\"}],\"introduction\":\"Here’s what you can expect from UNC’s well-known, time-tested online MBA program, designed by some of the sharpest business minds in the world:\"},\"excludedFromSearch\":false},\"productCreated\":1654864947,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:3:subcategories:0:products:2\",{\"id\":\"eab24d4e-8bf8-4ed1-bde9-6b7bdcb522ab\",\"productUuid\":\"333b8b06-ca26-4d73-853b-ef9ceee271ac\",\"objectID\":\"program-333b8b06-ca26-4d73-853b-ef9ceee271ac\",\"productName\":\"Master of Business Administration\",\"productSlug\":\"masters/maryville-university-master-of-business-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/333b8b06-ca26-4d73-853b-ef9ceee271ac-2619d905aded.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$132\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.108Z\",\"created\":\"2025-04-07T19:36:28.795Z\",\"hash\":\"3cbff8b488b4f071e68e3463ff5a1514ebc30bcd5e7efb9bb12f7d9b3435dcfc\",\"skills\":[\"Leadership\",\"Master Of Business Administration (MBA)\",\"Research\",\"Visionary\"],\"skillsData\":[{\"skill\":\"Master Of Business Administration (MBA)\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Visionary\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/business-administration/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University online MBA\",\"subheading\":\"Become a capable, confident business leader with Maryville’s online MBA program.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Choose from\",\"description\":\"AccountingData AnalyticsCybersecurity Incident ResponseCybersecurity Penetration TestingEmerging and Digital MediaFinanceHealth AdministrationHuman Resources ManagementManagementMarketingProject ManagementSoftware Development\"}],\"introduction\":\"This online MBA program consists of 36 credit hours for the general track or 39 for each of the 12 concentrations/certificates. Maryville’s online MBA program is designed to help you become a capable, confident business leader. Led by active professionals and industry experts, you’ll develop the skills, connections, and experience you need to become an expert in your current industry, accelerate your professional development, transition to a new field, or pursue an entrepreneurial path.\"},\"excludedFromSearch\":false},\"productCreated\":1698185276,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"AI \u0026 Machine Learning\",\"productUuids\":[\"ee60cf8f-3b6c-476f-94c1-1a16c8f50c48\",\"9a6bc27b-2d27-4064-801b-951960ba661d\",\"0efb8c66-6727-4b44-a948-e947dc1355a7\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"14375b90-6113-4655-837d-fdb4b3a3c9e6\",\"productUuid\":\"ee60cf8f-3b6c-476f-94c1-1a16c8f50c48\",\"objectID\":\"program-ee60cf8f-3b6c-476f-94c1-1a16c8f50c48\",\"productName\":\"Master of Science in Artificial Intelligence\",\"productSlug\":\"masters/maryville-university-master-of-science-in-artificial-intelligence\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/ee60cf8f-3b6c-476f-94c1-1a16c8f50c48-f3ed1b663501.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$133\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:40.996Z\",\"created\":\"2025-04-07T19:36:28.771Z\",\"hash\":\"afe9c16575f0ac20dfc7ff2fd9f08876526f89d10a4095f5ab7f10745ac3ee7f\",\"skills\":[\"Artificial Intelligence\",\"Augmented Reality\",\"Automation\",\"Critical Thinking\",\"Innovation\",\"Leadership\",\"Machine Learning\",\"Robotics\"],\"skillsData\":[{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Automation\",\"category\":\"Information Technology\",\"subcategory\":\"IT Automation\"},{\"skill\":\"Robotics\",\"category\":\"Engineering\",\"subcategory\":\"Robotics\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Augmented Reality\",\"category\":\"Information Technology\",\"subcategory\":\"Augmented and Virtual Reality (AR/VR)\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/artificial-intelligence\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Science in Artificial Intelligence online\",\"subheading\":\"Develop and apply AI-powered tools using R, Python, C++, AWS, and Google Colaboratory. Earn two built-in professional certificates.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Learn in-demand tools\",\"description\":\"Develop your skills in today’s widely used tools and programming languages, such as R, Python, C++, Amazon Web Services, and Google Colaboratory.\"},{\"header\":\"Build AI leadership skills\",\"description\":\"Prepare to develop and operate state-of-the-art AI and machine learning tools, apply critical thinking and leadership skills, and help build a more technologically advanced world.\"},{\"header\":\"Tailor the program to your needs\",\"description\":\"Select electives that support your unique goals and interests in Artificial Intelligence, data science, software development, and computer science.\"}],\"introduction\":\"In the online Master of Science in Artificial Intelligence, you will complete practical, project-based coursework that is highly relevant to top trends and concepts in AI. Gain proficiency in subjects such as the ethics of AI, problem solving, machine learning, computer programming, natural language processing, robotics, machine vision, and implementing AI in society and business. \\n\\nAs a student, you will:\"},\"excludedFromSearch\":false},\"productCreated\":1698266242,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"27188e50-3c62-4b9a-869e-543d802c83e9\",\"productUuid\":\"9a6bc27b-2d27-4064-801b-951960ba661d\",\"objectID\":\"program-9a6bc27b-2d27-4064-801b-951960ba661d\",\"productName\":\"Master of Science in Data Science\",\"productSlug\":\"masters/online-masters-in-data-science/smu-master-of-science-in-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/9a6bc27b-2d27-4064-801b-951960ba661d-52b68425f1e0.png\",\"productType\":\"Masters\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"Southern Methodist University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/4d5918c8-a5c0-4a5c-8e14-26cc753a132d-efd10ea9cd00.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"DataScience@SMU students gain highly sought-after skills in working with unstructured data, big data processing, statistical analysis, text mining and machine learning. With the ability to synthesize findings into actionable results for their organizations, our graduates are able to enter the data science field as candidates with a competitive edge.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SMU\"],\"lastUpdated\":\"2026-06-02T13:55:42.026Z\",\"created\":\"2025-04-07T19:36:28.785Z\",\"hash\":\"5de65e35ff590525ee50e0ac226a18ca5ae05154b3ddc66713645cf7f708522a\",\"skills\":[\"Big Data\",\"Data Science\",\"Machine Learning\",\"Statistical Analysis\",\"Text Mining\",\"Unstructured Data\"],\"skillsData\":[{\"skill\":\"Statistical Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Unstructured Data\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Text Mining\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Southern Methodist University\"],\"externalUrl\":\"https://datascience.smu.edu/requestinfo/ds-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=smu-data\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Southern Methodist University MS in Data Science online\",\"subheading\":\"Join the DataScience@SMU community, and engage in an interdisciplinary curriculum designed to advance your analytic skills. Learn to manage, analyze, and mine complex data to help your organization make strategic decisions.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Specializations\",\"productList\":[{\"header\":\"Machine learning and artificial intelligence\",\"description\":\"Master the machine learning techniques you need to build self-optimizing systems and provide solutions to problems or processes in any organization. Learn to utilize advanced computational algorithms and build platforms that expand the boundaries of machine cognitive function.\"},{\"header\":\"Decision analytics\",\"description\":\"Learn to utilize the information available at the end of the data life cycle, and employ advanced qualitative analysis to help businesses improve. Gain skills that will allow you to synthesize data; make informed conclusions; and present to stakeholders with clear visualizations.\"}],\"introduction\":\"Tailor your online MS in Data Science to your career interests by choosing an area of specialization for your elective coursework. These two cutting-edge disciplines will teach you how to effectively organize and communicate critical information in your organization:\"},\"excludedFromSearch\":false},\"productCreated\":1654864901,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"af4a5d48-5611-402a-a0b9-1509620ee6b6\",\"productUuid\":\"0efb8c66-6727-4b44-a948-e947dc1355a7\",\"objectID\":\"program-0efb8c66-6727-4b44-a948-e947dc1355a7\",\"productName\":\"Master of Data Science (Online)\",\"productSlug\":\"masters/online-masters-in-data-science/sydney-online-master-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/0efb8c66-6727-4b44-a948-e947dc1355a7-e4ef48cf1188.jpg\",\"productType\":\"Masters\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"The University of Sydney\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0da70b4d-5231-43bf-bb60-e95c0cb8de98-71210b7cf35c.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Offered by the University of Sydney – ranked No.1 for graduate employability in Australia – the online Master of Data Science prepares you to make an impact and lead in the rapidly growing field of data technology. You will benefit from a multidisciplinary, innovative course structure and learn from international experts in AI and machine learning, with the added flexibility of being 100 percent online.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"AU,NZ\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"USYDx\"],\"lastUpdated\":\"2026-06-02T13:55:41.305Z\",\"created\":\"2025-04-07T19:36:28.773Z\",\"hash\":\"09549c746aceb5e667b9a160a9ebfc57daf9f3bf4f802c3e515669a55fb9e50d\",\"skills\":[\"Artificial Intelligence\",\"Data Science\",\"Innovation\",\"Machine Learning\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The University of Sydney\"],\"externalUrl\":\"https://postgradonline.sydney.edu.au/online-master-data-science\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Sydney Master of Data Science (Online)\",\"subheading\":\"Earn an online Master of Data Science at the University of Sydney. Drive business decision making, and research outputs by broadening data and leadership skills.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Featured courses include\",\"description\":\"Visual Analytics, Principles of Data Science, Computational Statistical Methods, Professional Practice in IT and Understanding IT Innovations\"}],\"introduction\":\"The University of Sydney’s Master of Data Science (Online) is designed to serve the needs — current and future — of a fast-growing field. The program incorporates the latest in data research, all major areas of data science, IT professionalism, and IT and machine learning — all the while fostering collaboration, leadership, and innovation among its learners. \\n\\nFull-time learners can complete the program in 18 months, whereas part-time learners can do so in 36. Learners apply their knowledge in a capstone project, solving a problem in their current workplace or further exploring a research topic.\\n\\nLearners have access to a dedicated support team, as well as access to, and the ability to grow, a powerful network of peers and alumni.\"},\"excludedFromSearch\":false},\"productCreated\":1667398713,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"AI \u0026 Machine Learning\",\"productUuids\":[\"ee60cf8f-3b6c-476f-94c1-1a16c8f50c48\",\"9a6bc27b-2d27-4064-801b-951960ba661d\",\"0efb8c66-6727-4b44-a948-e947dc1355a7\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:3:subcategories:2:products:0\",\"$47:props:categories:3:subcategories:2:products:1\",\"$47:props:categories:3:subcategories:2:products:2\"]},{\"subcategoryLabel\":\"Data Science\",\"productUuids\":[\"70adbe06-2ef5-446e-97cf-7d26520a9697\",\"58331700-1a02-4abe-a858-4ebe83200d15\",\"9a6bc27b-2d27-4064-801b-951960ba661d\",\"0fff466d-8d0a-418a-af92-f2058e121ef3\",\"0efb8c66-6727-4b44-a948-e947dc1355a7\",\"21a7e677-0e8d-4d4a-a2e1-83b9caaa2e64\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:3:subcategories:0:products:4\",{\"id\":\"746d8f4a-966a-4261-b53f-87b546193be4\",\"productUuid\":\"58331700-1a02-4abe-a858-4ebe83200d15\",\"objectID\":\"program-58331700-1a02-4abe-a858-4ebe83200d15\",\"productName\":\"Master of Information and Data Science\",\"productSlug\":\"masters/online-masters-in-data-science/ucb-master-of-information-and-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/58331700-1a02-4abe-a858-4ebe83200d15-668e6ec44f53.png\",\"productType\":\"Masters\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"University of California, Berkeley\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The No.2-ranked master of information and data science (MIDS) delivered online from the UC Berkeley School of Information (I School) is for professionals looking to become leaders in the field of data science.1 The program features a multidisciplinary approach to the data life cycle, from planning and gathering data to analyzing and presenting findings. Coursework examines issues of privacy, explores machine learning, and considers techniques of data storage and management.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"BerkeleyX\"],\"lastUpdated\":\"2026-06-02T13:55:42.479Z\",\"created\":\"2025-04-07T19:36:28.806Z\",\"hash\":\"e7b4eba0f4dc8e5043ac1b8ebbdbb4cc4d7ff171c17935e86b451058b79ae071\",\"skills\":[\"Data Science\",\"Data Storage\",\"Machine Learning\",\"Management\",\"Planning\"],\"skillsData\":[{\"skill\":\"Data Storage\",\"category\":\"Information Technology\",\"subcategory\":\"Data Storage\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of California, Berkeley\"],\"externalUrl\":\"https://ischoolonline.berkeley.edu/requestinfo/mids-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=ucb-data\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"UC Berkeley’s Master of Information and Data Science (MIDS) online\",\"subheading\":\"UC Berkeley’s online Master of Information and Data Science program prepares learners to shape the future of AI and data science with a program designed for working professionals, infused with human-centered values, and focused on solving the world’s most pressing data challenges.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Featured courses\",\"productList\":[{\"header\":\"Applied Machine Learning\",\"description\":\"Learn how to apply crucial machine learning techniques to solve problems, run evaluations, and interpret results, and understand scaling up from thousands of data points to billions.\"},{\"header\":\"Behind the Data: Humans and Values\",\"description\":\"Examine the legal, policy, and ethical issues that arise throughout the full life cycle of data science and artificial intelligence (AI). Case studies will be used to explore these issues across various domains such as criminal justice, national security, health, marketing, politics, education, and employment.\"},{\"header\":\"Generative AI: Foundations, Techniques, Challenges, and Opportunities\",\"description\":\"Master a broad introduction to neural network architectures, algorithms, and computing hardware. Students will explore the historical aspects and key learnings of artificial intelligence, learn how to deploy, use, and train LLMs, and discuss challenges and opportunities offered by Generative AI.\"}],\"introduction\":\"Designed to develop forward-thinking leaders in data science, the MIDS program features a multidisciplinary curriculum that prepares you to become a decision maker with a comprehensive understanding of how to derive insights from real-world data sets. Technical courses, such as those featured below, are completed alongside courses that explore the ethical impact of data science and how to effectively communicate results. \"},\"excludedFromSearch\":false},\"productCreated\":1654864924,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:3:subcategories:2:products:1\",{\"id\":\"d141b393-2cd5-4571-81b9-5f1a0a1f5232\",\"productUuid\":\"0fff466d-8d0a-418a-af92-f2058e121ef3\",\"objectID\":\"program-0fff466d-8d0a-418a-af92-f2058e121ef3\",\"productName\":\"Master of Science in Data Science\",\"productSlug\":\"masters/maryville-university-master-of-science-in-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/0fff466d-8d0a-418a-af92-f2058e121ef3-aac5b4bc886c.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003eBig data means big opportunities for you and your career. When you earn \\r\\nyour online master’s in data science from Maryville University, you gain \\r\\nthe credential you need to become a key player in a field that’s changing \\r\\nbusiness and the world around us.\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eOur program was designed with input from employers and expert partners who \\r\\nuse big data across a diverse range of industries, so you can build \\r\\nproficiency in the most in-demand areas of the modern data science world — \\r\\nand use your skills to create a better future for us all.\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eGet Curriculum Details\u003c/p\u003e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.388Z\",\"created\":\"2025-04-07T19:36:28.776Z\",\"hash\":\"d57d745ac63c0067767f1c5e05dc9b8d3987f2d4d0d223531ef6e3e1ec2dad5e\",\"skills\":[\"Big Data\",\"Data Science\"],\"skillsData\":[{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/data-science/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Science in Data Science online\",\"subheading\":\"Learn how to collect and analyze data, manage teams, and create data-driven strategies to help organizations leverage the right data, at the right time, to make informed business decisions. Earn an experience-driven degree that can help prepare you to become a data scientist across various industries. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Master advanced topics\",\"description\":\"Expand your knowledge of data science and become proficient in forward-thinking topics including machine learning, data mining, big data, and deep learning.\"},{\"header\":\"Choose electives that align with your goals\",\"description\":\"Personalize your graduate degree with courses that align to your professional and personal interests, with electives in statistics and probability, business, and actuarial science.\"},{\"header\":\"Learn how to find the data that makes a difference\",\"description\":\"Prepare to collect and analyze data, manage teams, and create data-driven strategies that solve real-world challenges.\"}],\"introduction\":\"With Maryville University’s 100% online Master of Science in Data Science, you’ll earn an experience-driven degree that was built with input from employers and partners who use big data across a diverse range of industries. The graduate-level program blends classroom coursework with hands-on projects, allowing you to apply your knowledge to real-world scenarios and gain valuable experience. \"},\"excludedFromSearch\":false},\"productCreated\":1698266605,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:3:subcategories:2:products:2\",{\"id\":\"1604dd0a-2c84-468e-a761-00973cbc5e79\",\"productUuid\":\"21a7e677-0e8d-4d4a-a2e1-83b9caaa2e64\",\"objectID\":\"program-21a7e677-0e8d-4d4a-a2e1-83b9caaa2e64\",\"productName\":\"Master of Science in Data Science\",\"productSlug\":\"masters/online-masters-in-data-science/hawaii-pacific-master-of-science-in-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/21a7e677-0e8d-4d4a-a2e1-83b9caaa2e64-d22cea15cad5.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Hawai‘i Pacific University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/753a8147-5768-46e7-b085-7f0d36e83614-329156d5c3d2.png\",\"fullDescription\":\"\",\"shortDescription\":\"LEAD THE WORLD IN BUSINESS ANALYTICS TO PRODUCE SOLUTIONS AND CHANGE HOW ORGANIZATIONS FUNCTION\",\"productOverview\":\"$134\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HPU\"],\"lastUpdated\":\"2026-06-02T13:55:41.573Z\",\"created\":\"2025-04-07T19:36:28.804Z\",\"hash\":\"93faa40b948278441ab2ca43691bb3a0107e1d58fa07330246f94426cb46da00\",\"skills\":[\"Addressing Ethical Concerns\",\"Algorithms\",\"Artificial Intelligence\",\"Big Data\",\"Big Data Analytics\",\"Cloud Computing\",\"Computer Programming\",\"Data Analysis\",\"Data Science\",\"Deep Learning\",\"Finance\",\"Linear Algebra\",\"Machine Learning\",\"Statistics\"],\"skillsData\":[{\"skill\":\"Computer Programming\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Artificial Intelligence\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Cloud Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Addressing Ethical Concerns\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Procedure and Regulation\"},{\"skill\":\"Linear Algebra\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Big Data\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Big Data Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Deep Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":false,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Hawai‘i Pacific University\"],\"externalUrl\":\"https://www.hpu.edu/cob/grad-programs/msbais.html\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Hawai‘i Pacific University Master of Science in Data Science online\",\"subheading\":\"The online MS in Data Science program from Hawai‘i Pacific University prepares students to interpret both conventional and unconventional data, strengthen their creative problem-solving skills, and apply cutting-edge data analysis expertise to nearly every industry. \\n\\nStudents are brought into the modern era of data analytics through a curriculum that examines AI and machine learning, big data analytics, high-performance computing, cloud computing, and more.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"30 total credits\",\"description\":\"The curriculum consists of 10 courses, and a capstone designed to strengthen your data science portfolio.\"},{\"header\":\"Optional prerequisite courses\",\"description\":\"Review foundational skills in statistics, programming, computing, and linear algebra. These prerequisites are highly recommended.\"},{\"header\":\"Evolving technologies\",\"description\":\"Distinguish learning problems, select machine learning and deep learning models, and implement a training algorithm.\"},{\"header\":\"Ethical considerations\",\"description\":\"Apply a framework to evaluate ethical issues in artificial intelligence and data science.\"}],\"introduction\":\"The curriculum combines traditional data analysis with computer programming to ensure that graduates are equipped with the skills they will need to thrive in an evolving industry. Topics include AI/machine learning, big data analytics, high-performance computing, and cloud computing. The skills students acquire during the program can help open doors to diverse and lucrative employment opportunities in finance, technology, and sciences.\"},\"excludedFromSearch\":false},\"productCreated\":1708726620,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Computer Science\",\"productUuids\":[\"ea953e86-de57-4512-8503-a89f00f1b2b1\",\"b17c2c97-625c-4c7a-a4b4-78845113a082\",\"621197db-204b-4a90-b2cd-44446f7d55b4\",\"ee60cf8f-3b6c-476f-94c1-1a16c8f50c48\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"67db892f-5200-4f31-9a3f-6b92e58e4038\",\"productUuid\":\"ea953e86-de57-4512-8503-a89f00f1b2b1\",\"objectID\":\"program-ea953e86-de57-4512-8503-a89f00f1b2b1\",\"productName\":\"Master of Science in Computer Science\",\"productSlug\":\"masters/online-masters-in-computer-science/syracuse-master-of-science-in-computer-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/ea953e86-de57-4512-8503-a89f00f1b2b1-3e40472c6ec7.png\",\"productType\":\"Masters\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Syracuse University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"In our technology-driven world, skilled computer science professionals are needed to design leading-edge solutions to complex computational challenges. Syracuse University’s online M.S. in Computer Science program prepares students to spearhead groundbreaking innovation across industries. Complete in as few as 15 months with 4 cohort start dates per year. No GRE required to apply\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SyracuseUniversity\"],\"lastUpdated\":\"2026-06-02T13:55:41.284Z\",\"created\":\"2025-04-07T19:36:28.774Z\",\"hash\":\"c8b7f96968bc8b1c5257dfd1c1b0226beac3ccbdcf808ae478da4b1b0a3a1843\",\"skills\":[\"Computer Science\",\"Innovation\"],\"skillsData\":[{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Syracuse University\"],\"externalUrl\":\"https://onlinegrad.syracuse.edu/requestinfo/mscs-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=syr-comp\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Syracuse University Master of Science in Computer Science\",\"subheading\":\"Learn how to build or enhance the computer systems, algorithms, and softwares that fuel cutting-edge solutions.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Course spotlight: Machine learning\",\"productList\":[{\"header\":\"Inductive learning\",\"description\":\"Discover the algorithms that work as the backbone of machine learning capabilities.\"},{\"header\":\"Neural network approaches\",\"description\":\"Explore the functions of neural networks, a subset of machine learning that mimics the cognitive functions of the human brain.\"},{\"header\":\"Computational learning theory\",\"description\":\"Measure how well a machine can comprehend tasks using mathematical frameworks.\"},{\"header\":\"Fraud detection\",\"description\":\"Learn how to protect essential assets and information from unauthorized criminal activity.Â\"}],\"introduction\":\"This course examines the relationship between machine learning and computer security and outlines the basics of machine learning theory and its methodologies. In addition to evaluating complex research problems, students learn high-level topics, including:\"},\"excludedFromSearch\":false},\"productCreated\":1654864912,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"67a5b4e0-5c09-4865-9924-e993b97ecbfc\",\"productUuid\":\"b17c2c97-625c-4c7a-a4b4-78845113a082\",\"objectID\":\"program-b17c2c97-625c-4c7a-a4b4-78845113a082\",\"productName\":\"Master of Science in Software Development\",\"productSlug\":\"masters/maryville-university-master-of-science-in-software-development\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b17c2c97-625c-4c7a-a4b4-78845113a082-6a5d58ee06a0.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003eToday more than ever, companies need software developers who can keep up \\r\\nwith the latest trends — in coding, apps, agile methodology, project \\r\\nmanagement, and interface design — and turn this technology to their \\r\\nstrategic advantage. When you earn your master’s in software development online at Maryville University, you’ll gain the skills to begin or advance your \\r\\ncareer in software development and seize the extraordinary opportunities \\r\\nthis field has to offer.\u003cp\u003e\\r\\n\\r\\n\u003cp\u003eTop career skills you can develop:\\r\\n\u003cul\u003e\\r\\n\u003cli\u003eAgile methodology\u003c/li\u003e\\r\\n\u003cli\u003eTroubleshooting\u003c/li\u003e\\r\\n\u003cli\u003eAutomationSQL \u0026 Python\u003c/li\u003e\\r\\n\u003cli\u003eProject management\u003c/li\u003e\\r\\n\u003cli\u003eAmazon Web Services\u003c/li\u003e\\r\\n\u003c/ul\u003e\u003c/p\u003e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.282Z\",\"created\":\"2025-04-07T19:36:28.805Z\",\"hash\":\"45025c6a9d66e70d960435688682248db70539a4f3a1da47ecec015462d1182a\",\"skills\":[\"Agile Methodology\",\"Interface Design\",\"Project Management\",\"Software Development\"],\"skillsData\":[{\"skill\":\"Interface Design\",\"category\":\"Design\",\"subcategory\":\"User Interface and User Experience (UI/UX) Design\"},{\"skill\":\"Project Management\",\"category\":\"Business\",\"subcategory\":\"Project Management\"},{\"skill\":\"Agile Methodology\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Software Development\",\"category\":\"Information Technology\",\"subcategory\":\"Software Development\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/software-development/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Science in Software Development online\",\"subheading\":\"Develop a unique blend of technical skills and business knowledge that will set you up for success in the rapidly evolving field of software development.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Code, develop, and design\",\"description\":\"Advance your expertise in fundamentals of software development.\"},{\"header\":\"Use the latest tech\",\"description\":\"Explore the most current and cutting-edge programming languages, software development tools, and data analysis platforms.\"},{\"header\":\"Apply your knowledge\",\"description\":\"Gain hands-on experience with next-generation software and set yourself apart in a competitive job market.\"}],\"introduction\":\"With Maryville University’s 100% online Master of Science in Software Development, you’ll gain advanced skills in user interface design, agile methodology, automation, database management, project management, problem-solving, and software design. \\n\\nThroughout the program, you’ll learn how to:\"},\"excludedFromSearch\":false},\"productCreated\":1698266446,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"7ed2724c-6061-4cec-947b-cd832392c5cb\",\"productUuid\":\"621197db-204b-4a90-b2cd-44446f7d55b4\",\"objectID\":\"program-621197db-204b-4a90-b2cd-44446f7d55b4\",\"productName\":\"Master of Science in Computer Engineering\",\"productSlug\":\"masters/online-masters-in-engineering/online-computer-engineering-masters/syracuse-university-master-of-science-in-computer-engineering\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/621197db-204b-4a90-b2cd-44446f7d55b4-c61f6b4874b9.png\",\"productType\":\"Masters\",\"attributes\":[\"Engineering\"],\"partnerName\":\"Syracuse University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Syracuse University’s distinguished Master of Science in Computer Engineering program teaches students to create groundbreaking hardware, software and assured solutions for an increasingly digitized world. Students in this interactive and challenging online computer engineering master’s program will develop the critical thinking expertise to hold crucial roles and solve challenging technical problems in a variety of settings. Complete in as few as 15 months. Four cohort start dates annually\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SyracuseUniversity\"],\"lastUpdated\":\"2026-06-02T13:55:42.479Z\",\"created\":\"2025-04-07T19:36:28.810Z\",\"hash\":\"94e503f0aa04e022473ed836fa45eb11151bd3521474d52c58fddb203bb480f8\",\"skills\":[\"Computer Engineering\",\"Critical Thinking\"],\"skillsData\":[{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Computer Engineering\",\"category\":\"Engineering\",\"subcategory\":\"Electrical and Computer Engineering\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Syracuse University\"],\"externalUrl\":\"https://onlinegrad.syracuse.edu/engineering/computer-engineering/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=SYR_CENG\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Syracuse University’s Master of Science in Computer Engineering Online\",\"subheading\":\"Meet technological challenges with optimized innovation. Design breakthroughs in computer hardware and software systems, with Syracuse University’s College of Engineering and Computer Science online.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Future-forward curriculum\",\"productList\":[{\"header\":\"Course spotlight: Advanced computer architecture\",\"description\":\"This core course explores advanced computer architecture concepts, including pipelining, simultaneous multithreading, array processing, multiprocessing, and the relationship between computer design and application requirements. Discover how hardware technology continues to evolve and complete case studies of current systems.\"}],\"introduction\":\" \"},\"excludedFromSearch\":false},\"productCreated\":1654864911,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:3:subcategories:2:products:0\"]},{\"subcategoryLabel\":\"Communications\",\"productUuids\":[\"fae3cd5c-3a1e-407d-ad96-2dce117d49c4\",\"97526f98-0ea6-4f43-8574-a58ca13031dd\",\"a97f4eb0-2286-4417-84c7-500b3f01a393\",\"b1131030-066e-4dec-b716-81ea2fe947fa\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"dfdb9347-4982-4871-ae5f-359e93249db8\",\"productUuid\":\"fae3cd5c-3a1e-407d-ad96-2dce117d49c4\",\"objectID\":\"program-fae3cd5c-3a1e-407d-ad96-2dce117d49c4\",\"productName\":\"Master of Arts in Strategic Communication and Leadership\",\"productSlug\":\"masters/maryville-university-master-of-arts-in-strategic-communication-and-leadership\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fae3cd5c-3a1e-407d-ad96-2dce117d49c4-49affd6ad9c4.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$135\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.854Z\",\"created\":\"2025-04-07T19:36:28.796Z\",\"hash\":\"c79c64294a146d77ad07d0a489290feffdfdf93a50863382d1adb401443006e6\",\"skills\":[\"Communication\",\"Event Planning\",\"Fundraising\",\"Leadership\",\"Marketing\",\"Public Relations\",\"Public Relations Campaigns\",\"Search Engine Optimization\",\"Social Media Marketing\",\"Strategic Communication\"],\"skillsData\":[{\"skill\":\"Social Media Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Social Media\"},{\"skill\":\"Public Relations\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Public Relations\"},{\"skill\":\"Search Engine Optimization\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Web Analytics and SEO\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Fundraising\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Fundraising and Crowdsourcing\"},{\"skill\":\"Event Planning\",\"category\":\"Hospitality and Food Services\",\"subcategory\":\"Events and Conferences\"},{\"skill\":\"Public Relations Campaigns\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Public Relations\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Strategic Communication\",\"category\":\"Business\",\"subcategory\":\"Business Communications\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/strategic-communication-leadership/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Arts in Strategic Communication and Leadership online\",\"subheading\":\"Learn from industry-experienced faculty and build the practical skills to pursue senior-level positions in public relations, advertising, and marketing communications. Develop and enhance skills in evidence-based research, organizational communication, and professional ethics.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Take your career further with industry-leading certifications\",\"description\":\"Access a master’s curriculum that prepares you to earn certifications from Google, Salesforce and HubSpot.\"},{\"header\":\"Pursue a concentration in emerging and digital media\",\"description\":\"Build a foundation of skills in areas like digital media campaigns, crisis management, SEO, and social media and visual communication.\"},{\"header\":\"Optimize your learning experience\",\"description\":\"Choose the courses most relevant to your interests and goals by picking your own electives.\"}],\"introduction\":\"In the Master of Arts in Strategic Communication and Leadership program, you’ll engage in a range of relevant course topics, from financial management to healthcare technology. Develop skills in public relations, social media, marketing, community relations, event planning, and fundraising.\\n\\nLearn how to analyze today’s trends and anticipate tomorrow’s, with the option to specialize your degree to further enhance your skill set.\"},\"excludedFromSearch\":false},\"productCreated\":1698267458,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"0e72eca2-2474-475f-91dd-4a378a1a3201\",\"productUuid\":\"97526f98-0ea6-4f43-8574-a58ca13031dd\",\"objectID\":\"\",\"productName\":\"Master of Science in Communications Management\",\"productSlug\":\"masters/online-masters-in-communication/syracuse-master-of-science-in-communications-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/97526f98-0ea6-4f43-8574-a58ca13031dd-74998209a7d9.png\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Syracuse University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The online M.S. in Communications Management program is designed for experienced communications professionals. Able to be completed in as few as 18 months, no GRE/GMAT scores are required to apply. Experience a curriculum that combines strategic communications, business management and leadership education. Learn more today.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[]}],\"partnerKeys\":[\"SyracuseUniversity\"],\"lastUpdated\":\"2025-05-06T19:36:39.112Z\",\"created\":\"2025-04-07T19:36:28.781Z\",\"hash\":\"2650e0dd3a90fd56c91f3eec788c59d0586a47a61d25411750fdb7c69d7040e9\",\"skills\":null,\"skillsData\":null,\"level\":null,\"flexibility\":null,\"weeksToComplete\":null,\"weeksToCompleteMin\":null,\"weeksToCompleteMax\":null,\"minHoursEffortPerWeek\":null,\"maxHoursEffortPerWeek\":null,\"courseUuids\":null,\"isActive\":true,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"1a355a7e-5e79-49e5-a933-d235cecf1537\",\"productUuid\":\"a97f4eb0-2286-4417-84c7-500b3f01a393\",\"objectID\":\"program-a97f4eb0-2286-4417-84c7-500b3f01a393\",\"productName\":\"Master of Science in Communication Disorders\",\"productSlug\":\"masters/online-slp-programs/emerson-master-of-science-in-communication-disorders\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a97f4eb0-2286-4417-84c7-500b3f01a393-98e1cd20c908.png\",\"productType\":\"Masters\",\"attributes\":[\"Communication\"],\"partnerName\":\"Emerson College\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/2d5a5792-d12c-4032-aee9-50d4ebff020e-7f9e21b89af6.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Scholarships are available for Emerson College's online MS in speech-language pathology. With no GRE required to apply, you can complete your degree in as few as 20 months and prepare to become an SLP.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Emerson\"],\"lastUpdated\":\"2026-06-02T13:55:42.213Z\",\"created\":\"2025-04-07T19:36:28.795Z\",\"hash\":\"9a6f345f85865d1fcfef18d54ed12fa505100241870ed910a2ce71bc578d950c\",\"skills\":[\"Speech-Language Pathology\"],\"skillsData\":[{\"skill\":\"Speech-Language Pathology\",\"category\":\"Health Care\",\"subcategory\":\"Speech Language Pathology\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Emerson College\"],\"externalUrl\":\"https://speech.emerson.edu/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=ec_speech\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Emerson College Master of Sciences in Communication Disorders online \",\"subheading\":\"Speech@Emerson prepares aspiring speech-language pathologists (SLPs) to help clients in their community find their voice and communicate with confidence. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum: foundational courses\",\"productList\":[{\"header\":\"Foundational courses include\",\"description\":\"Structures and functions for speech, hearing, and swallowingLanguage developmentSurvey of communication disorders across the lifespanClinical observations and foundations Foundations of audiologySpeech sounds: Phonetics and acoustics\"}],\"introduction\":\"The 54-credit online Master of Sciences (MS) in Communication Disorders curriculum is grounded in evidence-based research, and will prepare you to assess and treat a variety of communicative challenges — from aphasia to motor-speech disorders — experienced by people across their lifespan. The program’s live class sessions, on-campus immersions, and in-person clinical training will help you graduate empowered to serve clients in any setting. \\n\\nIf you do not have a background in speech-language pathology, you may have to take up to 18 credits of foundational coursework.\"},\"excludedFromSearch\":false},\"productCreated\":1654864863,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"818e791b-872b-47fe-9a1f-43067be066f2\",\"productUuid\":\"b1131030-066e-4dec-b716-81ea2fe947fa\",\"objectID\":\"\",\"productName\":\"Master of Arts Digital Media and Global Communication\",\"productSlug\":\"masters/universityofbirmingham-master-of-arts-digital-media-and-global-communication\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b1131030-066e-4dec-b716-81ea2fe947fa-9f7b9cb770f3.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"University of Birmingham\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/de9d6fcd-f399-48dd-9ad8-09e2bac68f68-2693daa0c7c0.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Prepare for a global career in a range of media, communications, cultural, and creative industries with cutting-edge skills, cross-cultural understanding, and interdisciplinary expertise.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[],\"blockedIn\":[]}],\"partnerKeys\":[\"UniversityofBirmingham\"],\"lastUpdated\":\"2025-07-31T13:36:24.157Z\",\"created\":\"2025-04-07T19:36:28.798Z\",\"hash\":\"14a6a517affca6b8a4a3972023131143d8ca6ccffe8d735f463ce02837a260f0\",\"skills\":[\"Analytical Skills\",\"Artificial Intelligence\",\"Communications\",\"Digital Transformation\",\"Gamification\"],\"skillsData\":null,\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":null,\"productSource\":null,\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":null,\"availability\":null,\"language\":null,\"product\":null,\"partner\":null,\"externalUrl\":null,\"aiLanguages\":null,\"staff\":null,\"tags\":null,\"showInAlgoliaSearchResults\":null,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":null,\"contentfulFields\":null,\"productCreated\":null,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Analytics\",\"productUuids\":[\"854a7267-22ae-4341-9f14-3e8f554395bb\",\"fefd092a-c8e7-4cbd-9c5b-ba0d1e9ee9a2\",\"fcdd8ed0-e925-4961-a6d8-80b961bc32e4\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"91b2b71b-9efc-48b4-88ff-d136050f81af\",\"productUuid\":\"854a7267-22ae-4341-9f14-3e8f554395bb\",\"objectID\":\"program-854a7267-22ae-4341-9f14-3e8f554395bb\",\"productName\":\"Master of Science-Business in Data, Insights, and Analytics\",\"productSlug\":\"masters/online-masters-in-analytics/online-masters-in-data-analytics/university-of-wisconsin-madison-master-of-science-business-in-data-insights-and-analytics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/854a7267-22ae-4341-9f14-3e8f554395bb-9a27d736686c.jpg\",\"productType\":\"Masters\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"The University of Wisconsin-Madison\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/496e8de4-f4c2-4395-bfa4-5e9daeb60f1d-f8f8e09793a2.png\",\"fullDescription\":\"\",\"shortDescription\":\"Learn to communicate data insights to top executives in your organization — and use those insights to power future-forward business solutions.\",\"productOverview\":\"$136\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"WisconsinX\"],\"lastUpdated\":\"2026-06-02T13:55:41.754Z\",\"created\":\"2025-04-07T19:36:28.789Z\",\"hash\":\"6782a300b9fe5b8b158bd7449642546994c3d5ed2a7d75bcd2894fef0dafa06c\",\"skills\":[\"Amazon Web Services\",\"Analytic Applications\",\"Business Analytics\",\"Cloud Computing\",\"Data Analysis\",\"Data Visualization\",\"Innovation\",\"Leadership\",\"Machine Learning\",\"Python (Programming Language)\",\"R (Programming Language)\",\"SQL (Programming Language)\",\"Tableau (Business Intelligence Software)\"],\"skillsData\":[{\"skill\":\"SQL (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Query Languages\"},{\"skill\":\"Amazon Web Services\",\"category\":\"Information Technology\",\"subcategory\":\"Web Services\"},{\"skill\":\"Cloud Computing\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Business Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Analytic Applications\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Tableau (Business Intelligence Software)\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence Software\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"R (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Other Programming Languages\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The University of Wisconsin-Madison\"],\"externalUrl\":\"https://business.wisc.edu/graduate/masters/business-analytics/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1681259282,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"2313e551-61f0-40ab-aace-2eba3647e471\",\"productUuid\":\"fefd092a-c8e7-4cbd-9c5b-ba0d1e9ee9a2\",\"objectID\":\"program-fefd092a-c8e7-4cbd-9c5b-ba0d1e9ee9a2\",\"productName\":\"Master of Science in Data Analytics\",\"productSlug\":\"masters/maryville-university-master-of-science-in-data-analytics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fefd092a-c8e7-4cbd-9c5b-ba0d1e9ee9a2-bec77d70058e.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003eStart a new chapter in your career with an online master’s degree in data \\r\\nanalytics from Maryville University. Grow your skills in computer science, \\r\\nstatistics, data mining, data modeling, business intelligence, dashboards, \\r\\nand visualization to become an in-demand professional capable of helping \\r\\norganizations make strategic decisions based on deep knowledge and \\r\\nunderstanding.\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eTop career skills you can develop:\\r\\n\u003cul\u003e\\r\\n\u003cli\u003eSQL, Python, RData collection\u003c/li\u003e\\r\\n\u003cli\u003eDashboard\u003c/li\u003e\\r\\n\u003cli\u003eBusiness intelligence\u003c/li\u003e\\r\\n\u003cli\u003eAnalytics\u003c/li\u003e\\r\\n\u003cli\u003eData modeling\u003c/li\u003e\\r\\n\u003c/ul\u003e\u003c/p\u003e\\r\\n\\r\\n\u003cp\u003eGet Curriculum Details\u003c/p\u003e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.941Z\",\"created\":\"2025-04-07T19:36:28.774Z\",\"hash\":\"1d470bb91ef221ecab7fde345112fdbdc50cd62b972bcfec031ffff19009ac0e\",\"skills\":[\"Business Intelligence\",\"Computer Science\",\"Dashboard\",\"Data Analysis\",\"Data Mining\",\"Data Modeling\",\"Python (Programming Language)\",\"Rdata\",\"Strategic Decision Making\"],\"skillsData\":[{\"skill\":\"Python (Programming Language)\",\"category\":\"Information Technology\",\"subcategory\":\"Scripting Languages\"},{\"skill\":\"Data Mining\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Business Intelligence\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Dashboard\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Strategic Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Rdata\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Data Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/business-data-analytics/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Science in Data Analytics online\",\"subheading\":\"Use your knowledge of operational data, analytical tools, and industry programming languages to present data-driven insights. Develop specialized skills in data analytics to become an in-demand professional who can help organizations make strategic decisions and gain a competitive advantage.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Become a data-driven expert\",\"description\":\"Grow your skills in computer science, statistics, data mining, data modeling, business intelligence, dashboards, and visualization to mine and report out insights based on facts.\"},{\"header\":\"Gain in-demand data analysis and programming skills\",\"description\":\"Develop the expertise to combine operational data and analytical tools with mastery of programming languages such as R, Python, and Power BI to become a well-rounded data analytics professional.\"},{\"header\":\"Translate complex information clearly\",\"description\":\"Learn how to demystify data and present complex analytics in ways that nontechnical decision makers can understand to make informed business decisions.\"}],\"introduction\":\"An online Master of Science in Data Analytics from Maryville University will teach you how to collect, store, analyze, and interpret large amounts of data to solve real-world challenges. Your studies will provide you with a robust skill set in trend analysis, data-driven decision-making, and the ability to present complex information clearly, making you a valuable asset to employers.\"},\"excludedFromSearch\":false},\"productCreated\":1698266789,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"e6b19ff7-7dbb-4a48-9783-8300b4c21a74\",\"productUuid\":\"fcdd8ed0-e925-4961-a6d8-80b961bc32e4\",\"objectID\":\"program-fcdd8ed0-e925-4961-a6d8-80b961bc32e4\",\"productName\":\"Master of Data Analytics (Online)\",\"productSlug\":\"masters/online-masters-in-analytics/online-masters-in-data-analytics/sydney-online-master-data-analytics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fcdd8ed0-e925-4961-a6d8-80b961bc32e4-1d6cc9c8c2bd.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"The University of Sydney\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0da70b4d-5231-43bf-bb60-e95c0cb8de98-71210b7cf35c.png\",\"fullDescription\":\"\",\"shortDescription\":\"Study data analytics online at a leading university\",\"productOverview\":\"The University of Sydney’s Master of Data Analytics (Online) prepares you to become a well-rounded data professional equipped with the skills to collect, assess and translate the data important to you and your organisation.\\r\\n\\r\\nWith the guidance of expert academics, you will learn how to translate raw data into actionable insights that drive better business.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"AU,NZ\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"USYDx\"],\"lastUpdated\":\"2026-06-02T13:55:41.941Z\",\"created\":\"2025-04-07T19:36:28.793Z\",\"hash\":\"ee2370a1940fb20ca9535e4f1608120c5464eafc56c3e30959ba4a8c2272fb56\",\"skills\":[\"Communication\",\"Data Acquisition\",\"Data Analysis\",\"Data Governance\",\"Data Structures\",\"Data Visualization\",\"Predictive Analytics\"],\"skillsData\":[{\"skill\":\"Data Acquisition\",\"category\":\"Information Technology\",\"subcategory\":\"Data Collection\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Data Structures\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Predictive Analytics\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Data Governance\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The University of Sydney\"],\"externalUrl\":\"http://postgradonline.sydney.edu.au/online-master-data-analytics/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Sydney Master of Data Analytics (Online)\",\"subheading\":\"The Master of Data Analytics course from the top-ranked University of Sydney turns the data-curious into versatile data professionals, arming you with the expertise to not only gather and evaluate data but also effectively communicate its insights to key stakeholders.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Learn to turn data insights into creative solutions\",\"productList\":[{\"header\":\"Featured courses include\",\"description\":\"Modeling Complex Data Structures, Data Visualisation and Communication, Predictive, Analysis, Experimental Design and Analysis\"}],\"introduction\":\"The Master of Data Analytics offers online classes instructed by a diverse group of academic experts, providing you with the skills to gather and implement valuable data insights in various organizational contexts. The course covers a wide array of data applications and subjects, including core courses and electives like the ethical aspects of data acquisition, managing intricate data structures, and data governance.\\n\"},\"excludedFromSearch\":false},\"productCreated\":1691596520,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Cybersecurity\",\"productUuids\":[\"780e11a3-0b47-424f-8a03-3f0a9072c5ec\",\"de971614-e9f1-4dc5-9081-5dec52d5ac4e\",\"5c002189-0866-4b10-807e-bcf093346dc0\",\"7e610677-ff84-40c0-8f24-657173f95b48\",\"d0efa09a-7b03-4c1e-b860-30baa53a8d3b\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"8de0f638-8869-4334-a0b1-e1baf3d6e5b5\",\"productUuid\":\"780e11a3-0b47-424f-8a03-3f0a9072c5ec\",\"objectID\":\"program-780e11a3-0b47-424f-8a03-3f0a9072c5ec\",\"productName\":\"Master of Science in Cybersecurity\",\"productSlug\":\"masters/online-masters-in-cybersecurity/syracuse-master-of-science-in-cybersecurity\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/780e11a3-0b47-424f-8a03-3f0a9072c5ec-4ebccdb659d5.png\",\"productType\":\"Masters\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"Syracuse University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Syracuse University’s online M.S. in Cybersecurity prepares students to predict, prevent and respond to cyberattacks. Through live online classes, students develop advanced skills without relocating. Able to be completed in 15 months and no GRE currently required. Master's degree preferred, and programming exp. required. \",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SyracuseUniversity\"],\"lastUpdated\":\"2026-06-02T13:55:41.117Z\",\"created\":\"2025-04-07T19:36:28.786Z\",\"hash\":\"24bb1fc0efb6d8185ba7d685bd71bcb35908a3c24125ed17f3403521d1781ccd\",\"skills\":[\"Algorithms\",\"Artificial Neural Networks\",\"Basic Math\",\"Computer Programming\",\"Computer Security\",\"Cyber Security\",\"Data Management\",\"Discrete Mathematics\",\"Finance\",\"Fraud Prevention And Detection\",\"Learning Theory\",\"Machine Learning\",\"Network Administration\",\"Network Security\",\"Operating Systems\",\"Research\",\"Statistics\"],\"skillsData\":[{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Algorithms\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Operating Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Operating Systems\"},{\"skill\":\"Discrete Mathematics\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Statistics\",\"category\":\"Analysis\",\"subcategory\":\"Statistics\"},{\"skill\":\"Computer Programming\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Computer Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Basic Math\",\"category\":\"Analysis\",\"subcategory\":\"Mathematics and Mathematical Modeling\"},{\"skill\":\"Data Management\",\"category\":\"Information Technology\",\"subcategory\":\"Data Management\"},{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Network Administration\",\"category\":\"Information Technology\",\"subcategory\":\"Systems Administration\"},{\"skill\":\"Artificial Neural Networks\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Learning Theory\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Network Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Fraud Prevention And Detection\",\"category\":\"Finance\",\"subcategory\":\"Financial Risk Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Syracuse University\"],\"externalUrl\":\"https://onlinegrad.syracuse.edu/requestinfo/mscy-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=syr-cybersec\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Syracuse University M.S. in Cybersecurity online\",\"subheading\":\"Join the Orange alumni network of 250,000+ professionals, and learn to identify, prevent, and counteract the cybercrimes that threaten your organization’s critical systems and sensitive information.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Course spotlight: machine learning\",\"productList\":[{\"header\":\"Inductive learning\",\"description\":\"Discover the algorithms that work as the backbone of machine-learning capabilities.\"},{\"header\":\"Neural network approaches\",\"description\":\"Explore the functions of neural networks, a subset of machine learning that mimics the cognitive functions of the human brain.\"},{\"header\":\"Computational learning theory\",\"description\":\"Measure how well a machine can comprehend tasks using mathematical frameworks.\"},{\"header\":\"Fraud detection\",\"description\":\"Learn how to protect essential assets and information from unauthorized criminal activity.\"}],\"introduction\":\"This course examines the relationship between machine learning and computer security and outlines the basics of machine learning theory and its methodologies. In addition to evaluating complex research problems, students learn high-level topics, including:\"},\"excludedFromSearch\":false},\"productCreated\":1654864913,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"f1158460-2cfd-4293-934d-efe5113e3695\",\"productUuid\":\"de971614-e9f1-4dc5-9081-5dec52d5ac4e\",\"objectID\":\"program-de971614-e9f1-4dc5-9081-5dec52d5ac4e\",\"productName\":\"Master of Science in Cybersecurity\",\"productSlug\":\"masters/maryville-university-master-of-science-in-cybersecurity\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/de971614-e9f1-4dc5-9081-5dec52d5ac4e-1e304d495d26.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003eExpert cybersecurity professionals are in high demand as public, private, and nonprofit organizations race to stay ahead of the latest threats. As the need for auditing, protection, and troubleshooting grows and cybersecurity budgets soar, now is the perfect time to capitalize on this critical global need.\u003c/p\u003e \\r\\n\\r\\n\u003cp\u003eOur online master’s degree in cybersecurity can help you reach areas of the industry a bachelor’s degree typically can’t, including management and the C-suite. When you earn your online master’s in cybersecurity from Maryville, you can grow your cybersecurity credentials with in-demand technical skills, knowledge of vital business concepts, and industry-relevant certifications such as CISSP, ECSA, ECES, CISA, CCSP, and Splunk Core Certified Power User.\u003c/p\u003e \\r\\n\\r\\n\u003cp\u003eTop career skills you can develop: \\r\\n\u003cul\u003e\\r\\n\u003cli\u003eAuditing\u003c/li\u003e\\r\\n\u003cli\u003eTroubleshooting\u003c/li\u003e\\r\\n\u003cli\u003eOperating systems\u003c/li\u003e\\r\\n\u003cli\u003eRisk analysis\u003c/li\u003e\\r\\n\u003cli\u003eGovernance\u003c/li\u003e\\r\\n\u003cli\u003eAdvanced pen testing\u003c/li\u003e\\r\\n\u003c/ul\u003e\u003c/p\u003e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:40.897Z\",\"created\":\"2025-04-07T19:36:28.774Z\",\"hash\":\"b4936549f56b0383fe41c70d137bd043896117ed231b44c4fcd48984d3df509c\",\"skills\":[\"Auditing\",\"Business Concepts\",\"Certified Information System Auditor (CISA)\",\"Certified Information Systems Security Professional\",\"Cisco Certified Security Professional\",\"Cyber Security\",\"EC Council Certified Security Analyst\",\"Management\",\"Splunk\",\"Troubleshooting (Problem Solving)\"],\"skillsData\":[{\"skill\":\"Business Concepts\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"EC Council Certified Security Analyst\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Cisco Certified Security Professional\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Certified Information Systems Security Professional\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Certified Information System Auditor (CISA)\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Splunk\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Auditing\",\"category\":\"Finance\",\"subcategory\":\"Auditing\"},{\"skill\":\"Troubleshooting (Problem Solving)\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/cyber-security/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Science in Cybersecurity online\",\"subheading\":\"Learn the technical intricacies of cybersecurity and turn them into strategies that protect organizational data.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Technical\",\"description\":\"Focus on network security, mobile device hacking, and forensics and security log management.\"},{\"header\":\"Business/leadership\",\"description\":\"Explore cybersecurity auditing, data security and analysis, risk analysis and metrics, and cloud migration.\"}],\"introduction\":\"The online master’s in cybersecurity from Maryville combines in-demand technical skills and knowledge of vital business concepts with the opportunity to earn up to seven industry-relevant certifications such as: Certified Information Systems Security Professional (CISSP), EC-Council Certified Security Analyst (ECSA), EC-Council Certified Encryption Specialist (ECES), Certified Information Systems Auditor (CISA), Cloud Certified Security Professional (CCSP), and Splunk Core Certified Power User. The program explores topics like cloud security, mobile forensics, wireless network security, cryptography, pen testing, and more. It can also help your progression toward management or the C-suite. \"},\"excludedFromSearch\":false},\"productCreated\":1698185602,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"48c6cb76-2afa-440c-96b1-8738dd85e7a8\",\"productUuid\":\"5c002189-0866-4b10-807e-bcf093346dc0\",\"objectID\":\"program-5c002189-0866-4b10-807e-bcf093346dc0\",\"productName\":\"Master of Information and Cybersecurity\",\"productSlug\":\"masters/online-masters-in-cybersecurity/ucb-master-of-information-and-cybersecurity\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/5c002189-0866-4b10-807e-bcf093346dc0-f76c1c8d8a9b.png\",\"productType\":\"Masters\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"University of California, Berkeley\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/54bc81cb-b736-4505-aa51-dd2b18c61d84-2082c7ba1024.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Through the UC Berkeley School of Information’s online Master of Information and Cybersecurity (MICS) program’s holistic approach, experienced professionals become well-rounded, sought-after cybersecurity leaders. Located in the Bay Area’s renowned technology hub, the MICS program exposes its students to extensive networking opportunities with alumni and cybersecurity professionals. The program includes in-person immersion experiences, and the degree can be completed in 20 months. No GRE/GMAT required to apply.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"BerkeleyX\"],\"lastUpdated\":\"2026-06-02T13:55:42.483Z\",\"created\":\"2025-04-07T19:36:28.808Z\",\"hash\":\"3378fbc0dacc2f49c09f792c82fa321c0b7a59bbf3877911e404e316067b2eff\",\"skills\":[\"Cyber Security\"],\"skillsData\":[{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of California, Berkeley\"],\"externalUrl\":\"https://ischoolonline.berkeley.edu/requestinfo/cyber-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=ucb-cyber\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"UC Berkeley Master’s in Cybersecurity online\",\"subheading\":\"The online Master of Information and Cybersecurity (MICS) program prepares leaders to drive the future of cybersecurity solutions across industries.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Featured courses\",\"productList\":[{\"header\":\"Cryptography for Cyber and Network Security\",\"description\":\"Learn about the mathematical and practical foundations of cryptography and the many different cryptosystems.\"},{\"header\":\"Operating System Security\",\"description\":\"Compare approaches to security taken among several modern operating systems, and learn techniques for establishing trust across a set of interoperating systems.\"},{\"header\":\"Privacy Engineering\",\"description\":\"Survey privacy mechanisms applicable to systems engineering, focusing on the inference threat that may arise due to advancements in artificial intelligence and machine learning.\"}],\"introduction\":\"The interdisciplinary cybersecurity@berkeley curriculum offers hands-on practical experience with secure systems and applications, and equips learners with the ability to lead, manage, and contribute to building cybersecurity solutions. Learners graduate with a comprehensive understanding of the technical, political, business, legal, and ethical components of cybersecurity. \\n\\nBelow are three featured courses in the program: \"},\"excludedFromSearch\":false},\"productCreated\":1654864923,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"32cc019e-eb50-4332-9c78-6c87b42ce170\",\"productUuid\":\"7e610677-ff84-40c0-8f24-657173f95b48\",\"objectID\":\"program-7e610677-ff84-40c0-8f24-657173f95b48\",\"productName\":\"University of Sydney’s Master of Cybersecurity\",\"productSlug\":\"masters/online-masters-in-cybersecurity/university-of-sydneys-master-of-cybersecurity\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/7e610677-ff84-40c0-8f24-657173f95b48-11c3d9a5c1f6.png\",\"productType\":\"Masters\",\"attributes\":[\"Computer Science\"],\"partnerName\":\"The University of Sydney\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0da70b4d-5231-43bf-bb60-e95c0cb8de98-71210b7cf35c.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003eThe University of Sydney’s Master of Cybersecurity (Online) is designed for experienced tech or STEM professionals who want to discover emerging technologies in cybersecurity. Students will learn to lead cybersecurity initiatives at the organisational level and stay at the forefront of evolving privacy and security regulations.\u003c/p\u003e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"AU,NZ\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"USYDx\"],\"lastUpdated\":\"2026-06-02T13:55:41.372Z\",\"created\":\"2025-04-07T19:36:28.767Z\",\"hash\":\"f08e4f162cb746cc8e9e9f7a3a3eec94e51d64a694b4356361e8ab78138304da\",\"skills\":[\"Blockchain\",\"Cloud Infrastructure\",\"Cloud Security\",\"Cloud Security Infrastructure\",\"Cryptography\",\"Cyber Engineering\",\"Cyber Security\",\"Information Privacy\",\"Information Security Management\",\"Information Technology\",\"Machine Learning\",\"Professionalism\"],\"skillsData\":[{\"skill\":\"Cryptography\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Professionalism\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Information Technology\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Blockchain\",\"category\":\"Information Technology\",\"subcategory\":\"Blockchain\"},{\"skill\":\"Information Privacy\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Cloud Security Infrastructure\",\"category\":\"Information Technology\",\"subcategory\":\"Network Security\"},{\"skill\":\"Cloud Infrastructure\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Cloud Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cloud Computing\"},{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Information Security Management\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Machine Learning\",\"category\":\"Information Technology\",\"subcategory\":\"Artificial Intelligence and Machine Learning (AI/ML)\"},{\"skill\":\"Cyber Engineering\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The University of Sydney\"],\"externalUrl\":\"https://postgradonline.sydney.edu.au/online-master-cybersecurity/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Sydney’s Master of Cybersecurity (Online)\",\"subheading\":\"The University of Sydney’s Master of Cybersecurity (Online) is designed for experienced tech or STEM professionals who want to discover emerging technologies in cybersecurity. Students will learn to lead cybersecurity initiatives at the organisational level and stay at the forefront of evolving privacy and security regulations. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Cryptography and blockchains\",\"description\":\"Design and implement cryptographic systems in cloud, blockchain, and general information technology.\"},{\"header\":\"Data and information security\",\"description\":\"Collect, process, and manage data in both regulatory and technical perspectives.\"},{\"header\":\"Cloud security\",\"description\":\"Design, deploy, and maintain highly secure cloud infrastructure.\"}],\"introduction\":\"The online Master of Cybersecurity is a 72-credit point program that covers every major area of cybersecurity. Moreover, the curriculum includes IT professionalism units to help learners become experts and leaders in this industry. \\n\\nUnits of study cover topics such as cybersecurity engineering, information security management, machine learning, and data privacy. Learners may also choose one of the following specialisations as part of their master’s degree:\"},\"excludedFromSearch\":false},\"productCreated\":1680544036,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"b426969c-b52c-4d51-b1f4-63d61259ec3e\",\"productUuid\":\"d0efa09a-7b03-4c1e-b860-30baa53a8d3b\",\"objectID\":\"program-d0efa09a-7b03-4c1e-b860-30baa53a8d3b\",\"productName\":\"Master of Science in Cybersecurity\",\"productSlug\":\"masters/online-masters-in-cybersecurity/hawaii-pacific-master-of-science-in-cybersecurity\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/d0efa09a-7b03-4c1e-b860-30baa53a8d3b-476697001131.jpeg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Hawai‘i Pacific University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/753a8147-5768-46e7-b085-7f0d36e83614-329156d5c3d2.png\",\"fullDescription\":\"\",\"shortDescription\":\"Develop the skills to defend organizations from data breaches, strengthen your résumé, and advance your career as a responsible leader in cybersecurity.\",\"productOverview\":\"$137\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HPU\"],\"lastUpdated\":\"2026-06-02T13:55:40.906Z\",\"created\":\"2025-04-07T19:36:28.804Z\",\"hash\":\"38abc515a845b7b06be52cbdfc99cbcc1b93f5bde74851f54f0f4a94735a835a\",\"skills\":[\"Computer Security\",\"Cyber Security\",\"Network Security\",\"Research\",\"Vulnerability\"],\"skillsData\":[{\"skill\":\"Cyber Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Vulnerability\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Computer Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"},{\"skill\":\"Network Security\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":false,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Hawai‘i Pacific University\"],\"externalUrl\":\"https://www.hpu.edu/cps/public-service/ms-cybersecurity.html\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Hawai‘i Pacific University Master of Science in Cybersecurity online\",\"subheading\":\"Develop the skills to defend organizations from data breaches, strengthen your résumé, and advance your career as a responsible leader in cybersecurity.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Evaluate\",\"description\":\"theories, principles, and best practices related to the evolving global cybersecurity landscape by assessing and reviewing recent strategies.\"},{\"header\":\"Demonstrate\",\"description\":\"scholastic mastery needed to develop research topics and projects based on underlying cybersecurity principles learned throughout the program.\"},{\"header\":\"Analyze\",\"description\":\"data using accepted best practices for the purpose of synthesizing an effective and ethical cybersecurity solution.\"},{\"header\":\"Recommend\",\"description\":\"appropriate cybersecurity theories and frameworks to stakeholders to evaluate, mitigate, and manage ongoing risks, threats, and vulnerabilities in contexts of uncertainty.\"}],\"introduction\":\"The curriculum consists of 30 credits: 18 credits of core courses, 9 credits of electives, and 3 credits for the capstone. The goal of the Master of Science in Cybersecurity program is to help professionals build a strong foundation in cybersecurity, which translates to technical expertise in computer security, network security, and information security. \"},\"excludedFromSearch\":false},\"productCreated\":1708726041,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Information Management\",\"productUuids\":[\"0a981ea4-4f5e-4a31-aadd-4f1394072279\",\"9bdd0a1d-fcfb-43b3-a2c1-73a9c966cc01\",\"58331700-1a02-4abe-a858-4ebe83200d15\",\"5c002189-0866-4b10-807e-bcf093346dc0\",\"6b8dd314-fcd1-45ab-bbda-2f9e8c7c113e\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:3:subcategories:0:products:5\",{\"id\":\"eb7fa5c8-5d9f-4efe-80b8-124a95902220\",\"productUuid\":\"9bdd0a1d-fcfb-43b3-a2c1-73a9c966cc01\",\"objectID\":\"program-9bdd0a1d-fcfb-43b3-a2c1-73a9c966cc01\",\"productName\":\"Master of Library and Information Science\",\"productSlug\":\"masters/online-mlis-programs/denver-master-of-library-and-information-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/9bdd0a1d-fcfb-43b3-a2c1-73a9c966cc01-084e716bed49.png\",\"productType\":\"Masters\",\"attributes\":[\"Communication\"],\"partnerName\":\"University of Denver\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/ed4b14c6-ee2c-4a78-a97b-e73bad0485af-27577f044447.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Serve as a steward of your community's history. Earn a Master of Library and Information Science online from University of Denver's ALA-accredited program in as few as 21 months. With no GRE required, apply now to learn to empower your community by improving information access and promoting intellectual freedom.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofDenver\"],\"lastUpdated\":\"2026-06-02T13:55:41.573Z\",\"created\":\"2025-04-07T19:36:28.818Z\",\"hash\":\"c75c2125cc631dea1fc789ac617d3e19beb9f9c9d885d945b85d55a0d6af954c\",\"skills\":[\"Information Access\"],\"skillsData\":[{\"skill\":\"Information Access\",\"category\":\"Information Technology\",\"subcategory\":\"Cybersecurity\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of Denver\"],\"externalUrl\":\"https://morgridgeonline.du.edu/online-mlis-program/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=DU_MLIS\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Denver Master of Library and Information Science (MLIS) online \",\"subheading\":\"Expand your community’s access to information with an online MLIS from the Morgridge College of Education.  \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Featured courses\",\"productList\":[{\"header\":\"Career Development\",\"description\":\"Explore the different types of jobs and careers — both traditional and nontraditional — that are available to individuals with library-related skills.\"},{\"header\":\"Privilege and Equity\",\"description\":\"Examine societal privileges and how they affect equity in information access and dissemination, and analyze race, ethnicity, gender, socioeconomic status, and education as factors to such access.\"},{\"header\":\"Public Libraries\",\"description\":\"Gain an overview of public libraries in the United States. The course will cover public services and advocacy, along with the government structures that impact the work of public libraries.\"},{\"header\":\"Digital Libraries\",\"description\":\"Develop an understanding of digital library components, and explore the theoretical and practical approaches to constructing, maintaining, and evaluating digital libraries.\"}],\"introduction\":\"The online MLIS@Denver curriculum prepares you to use 21st-century data management technologies to improve and advance your community or organization. You will complete 58 quarter credit hours (19 courses) that focus on evaluation and management of information, cross-disciplinary learning, and hands-on experiences.\\n\\nFeatured courses include: \"},\"excludedFromSearch\":false},\"productCreated\":1654864935,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:3:subcategories:4:products:1\",\"$47:props:categories:3:subcategories:8:products:2\",{\"id\":\"2c29db4b-d33c-4eeb-ba8c-7902f368e5cf\",\"productUuid\":\"6b8dd314-fcd1-45ab-bbda-2f9e8c7c113e\",\"objectID\":\"program-6b8dd314-fcd1-45ab-bbda-2f9e8c7c113e\",\"productName\":\"Master’s in Information Systems Executive Program\",\"productSlug\":\"masters/masters-in-information-systems-online/syracuse-master-of-science-in-information-systems\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/6b8dd314-fcd1-45ab-bbda-2f9e8c7c113e-36eaa222cd20.png\",\"productType\":\"Masters\",\"attributes\":[\"Communication\"],\"partnerName\":\"Syracuse University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Gain the skills needed for managerial roles in IT and information systems with an online Master of Science in Information Systems from Syracuse University. Offered by the School of Information Studies (iSchool)—The Original Information School—the program prepares you to make data-driven decisions in a variety of organizations. The program can be completed in 21 months and also offers an Executive program that can be completed in just 15 months. No GRE scores are required to apply.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"SyracuseUniversity\"],\"lastUpdated\":\"2026-06-02T13:55:42.214Z\",\"created\":\"2025-04-07T19:36:28.812Z\",\"hash\":\"58ef2ffaf345396813a218f800e278a8ead0d810f5ae6051219abdb75a8acd3e\",\"skills\":[\"Business Intelligence\",\"Customer Relationship Management\",\"Data Analysis\",\"Data-Driven Decision Making\",\"Information Sciences\",\"Information Systems\",\"Management\",\"Operations Management\",\"Research\",\"Systems Analysis\"],\"skillsData\":[{\"skill\":\"Systems Analysis\",\"category\":\"Information Technology\",\"subcategory\":\"System Design and Implementation\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Data-Driven Decision Making\",\"category\":\"Business\",\"subcategory\":\"Business Analysis\"},{\"skill\":\"Customer Relationship Management\",\"category\":\"Business\",\"subcategory\":\"Customer Relationship Management (CRM)\"},{\"skill\":\"Information Systems\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Operations Management\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Business Intelligence\",\"category\":\"Analysis\",\"subcategory\":\"Business Intelligence\"},{\"skill\":\"Information Sciences\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Syracuse University\"],\"externalUrl\":\"https://onlinegrad.syracuse.edu/requestinfo/msis-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=syr-info-mgmt\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Syracuse University Master of Science in Information Systems for Executives Program online\",\"subheading\":\"Join the exciting community of information professionals at Syracuse University’s School of Information Studies (iSchool) — and graduate ready to fuel organizational innovation with critical insights derived from data.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"30-credit curriculum \",\"productList\":[{\"header\":\"Primary coursework (12 credits)\",\"description\":\"Learners build the foundational knowledge and skills they need to prepare for advanced courses in information systems analysis, policy management, and more.Â\"},{\"header\":\"Electives (18 credits)\",\"description\":\"All graduate-level iSchool courses are acceptable electives for the MS in Information Systems for Executives program. Learners may also take up to six elective credits from other schools at Syracuse University, and explore \u0026quot;Selected Topics\u0026quot; courses from within the iSchool that reflect the interests of faculty and learners in a particular semester.\"},{\"header\":\"Exit requirement (portfolio milestone)\",\"description\":\"To satisfy their MS in Information Systems for Executives program exit requirements, students must complete, among other things, an information systems research capstone course and a fully supervised internship experience.\"}],\"introduction\":\"The Master of Science in Information Systems for Executives program’s 30-credit curriculum features a human-centered approach to information systems. Prepare to build on your existing experience and communicate as a tech-driven business leader in the global marketplace. The curriculum is structured as follows:\"},\"excludedFromSearch\":false},\"productCreated\":1654864909,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"General Business \u0026 Leadership\",\"productUuids\":[\"fe32d1c5-5e22-4f5a-8a92-71ef3d654d96\",\"8f98a6c0-c6c2-4571-9965-2b3586ae9a8c\",\"1be98dfc-6b32-4f4c-8beb-02a2b1ef9183\",\"3001f267-a52b-4513-9d5c-bce423e05eb6\",\"333b8b06-ca26-4d73-853b-ef9ceee271ac\",\"854a7267-22ae-4341-9f14-3e8f554395bb\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:3:subcategories:1:products:0\",\"$47:props:categories:3:subcategories:1:products:1\",\"$47:props:categories:3:subcategories:1:products:2\",\"$47:props:categories:3:subcategories:0:products:2\",\"$47:props:categories:3:subcategories:1:products:4\",\"$47:props:categories:3:subcategories:7:products:0\"]},{\"subcategoryLabel\":\"Counseling and Psychology\",\"productUuids\":[\"85f981c8-4e1b-4cc4-b3cc-cd2bd741b405\",\"32343235-d926-418d-b803-a8fa04ba6888\",\"6f1ed8e7-af2e-4eea-a2af-f259ec749ffe\",\"8c821199-2c80-4c82-9539-4ef685f2c5e7\",\"6554a6fc-8181-43b4-a33f-5b2764a4957f\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"6ef06a06-5b32-4ba5-a08c-4b6eb37ff811\",\"productUuid\":\"85f981c8-4e1b-4cc4-b3cc-cd2bd741b405\",\"objectID\":\"program-85f981c8-4e1b-4cc4-b3cc-cd2bd741b405\",\"productName\":\"Master of Arts in Psychology\",\"productSlug\":\"masters/psychology/pepperdine-master-of-arts-in-psychology\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/85f981c8-4e1b-4cc4-b3cc-cd2bd741b405-ed7c978f9104.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Pepperdine University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Pepperdine University offers its Master of Arts in Psychology program online, enabling students across the country to receive a Pepperdine graduate education without attending classes on campus. The online master’s in psychology program provides a comprehensive overview of psychology and allows students to develop the skills needed to assess personality and intelligence and treat mental and emotional disorders.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Pepperdine\"],\"lastUpdated\":\"2026-06-02T13:55:41.473Z\",\"created\":\"2025-04-07T19:36:28.780Z\",\"hash\":\"e31dc3021af4d21dcc7d96aa7c364cf6cd23a198cc569b9aa04f8ad854bebb0e\",\"skills\":[\"Emotional Disorders\",\"Psychology\"],\"skillsData\":[{\"skill\":\"Emotional Disorders\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Pepperdine University\"],\"externalUrl\":\"https://onlinegrad.pepperdine.edu/psychology/online-masters-psychology/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=PEP_MAP\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_los-angeles\",\"city_san-diego\",\"concentration_developmental-psychology\",\"concentration_industrial-psychology\",\"concentration_mental-health-psychology\",\"concentration_organizational-psychology\",\"concentration_physiological-psychology\",\"concentration_positive-psychology\",\"concentration_psychopathology\",\"concentration_psychopharmacology\",\"concentration_psychotherapy\",\"state_ca\",\"vertical_psychology\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Pepperdine University Master’s in Psychology online\",\"subheading\":\"Earn a master’s in psychology rooted in purpose, service, and leadership. Prepare to pursue doctoral study or support organizations in the human-services field.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Featured courses\",\"productList\":[{\"header\":\"Theories of Counseling and Psychotherapy\",\"description\":\"Examine the major theoretical approaches to the practice of counseling and psychotherapy; explore key assumptions of various applied theories; and learn about strategies for effecting change.\"},{\"header\":\"Trauma in Diverse Populations\",\"description\":\"Examine the prevalence, risk factors, effects, and recovery processes for multiple traumatic experiences; explore the cultural context of trauma recovery; and learn about evidence-based treatments.\"},{\"header\":\"Introduction to Positive Psychology\",\"description\":\"Gain an understanding of clinical and empirical advances in positive psychology; evaluate the societal myths within this genre; and examine how these principles play out in the real world on a global scale.\"}],\"introduction\":\"The program features a robust course list that empowers learners to explore human behavior. Courses cover the fundamental principles of the psychology field and various psychotherapy techniques from a non-clinical lens. As a student, you’ll complete five foundation courses, nine core courses, and two electives. Sample courses include:\"},\"excludedFromSearch\":false},\"productCreated\":1654864881,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"642c20ac-3c5b-464b-a7dd-a032a04924ab\",\"productUuid\":\"32343235-d926-418d-b803-a8fa04ba6888\",\"objectID\":\"program-32343235-d926-418d-b803-a8fa04ba6888\",\"productName\":\"Master of Arts in Counseling for Mental Health and Wellness\",\"productSlug\":\"masters/counseling/online-masters-in-mental-health-counseling/nyu-master-of-arts-in-counseling-for-mental-health-and-wellness\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/32343235-d926-418d-b803-a8fa04ba6888-76ea89d81ccf.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"New York University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/32343235-d926-418d-b803-a8fa04ba6888-0a6b05ac9d65.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The online master of arts in Counseling for Mental Health and Wellness from NYU Steinhardt prepares you to pursue licensure and employment as a mental health counselor in settings such as addiction treatment centers, community agencies, and private practice. Taught by NYU faculty, the curriculum empowers you to help clients of all ages and backgrounds craft lives of health, wellness, and meaning while advancing your career as a therapist.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"NYUx\"],\"lastUpdated\":\"2026-06-02T13:55:41.669Z\",\"created\":\"2025-04-07T19:36:28.817Z\",\"hash\":\"1a79a308e6b4ec46c7904508b864b76cf7672844eeffdae9ebf5c3c452d139a5\",\"skills\":[\"Mental Health\"],\"skillsData\":[{\"skill\":\"Mental Health\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/32343235-d926-418d-b803-a8fa04ba6888-0a6b05ac9d65.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"New York University\"],\"externalUrl\":\"https://counseling.steinhardt.nyu.edu/requestinfo/mhc-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=nyu-counseling\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"NYU Steinhardt Online Mental Health Counseling Master’s\",\"subheading\":\"The online Master of Arts in Counseling for Mental Health and Wellness from NYU Steinhardt prepares learners to pursue licensure and employment as mental health counselors in a variety of settings with the goal to support healthy and holistic communities.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Well-rounded curriculum — online and in person\",\"productList\":[{\"header\":\"Skill development in a secure virtual setting\",\"description\":\"Prepare for your practicum and internship while developing key mental health counseling skills and acting out client-therapist scenarios with a partner in your Individual Counseling Skills Lab course.\"},{\"header\":\"Real-world training at sites near your area\",\"description\":\"During a 100-hour practicum and a 600-hour internship you will help real clients at NYU-approved sites near your community.\"}],\"introduction\":\"The curriculum for the online master of arts in Counseling for Mental Health and Wellness program prepares learners to become mental health counselors who can serve their diverse clients and communities with the care, respect, and dignity they deserve. The curriculum combines online courses with in-person practicums and internships, and ensures that learners gain the kind of hands-on experience they need to become successful licensed counselors. \\n\\nThe curriculum consists of a total of 60 credit hours and can be completed in as few as 21 to 30 months. Throughout the program you will focus on developing your skills both online and in person:\"},\"excludedFromSearch\":false},\"productCreated\":1654864873,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"2b564818-c6fa-4fed-99f3-9667cf4025a5\",\"productUuid\":\"6f1ed8e7-af2e-4eea-a2af-f259ec749ffe\",\"objectID\":\"program-6f1ed8e7-af2e-4eea-a2af-f259ec749ffe\",\"productName\":\"Master of Arts in Clinical Psychology\",\"productSlug\":\"masters/psychology/online-masters-in-clinical-psychology/pepperdine-master-of-arts-in-clinical-psychology\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/6f1ed8e7-af2e-4eea-a2af-f259ec749ffe-1eb26e603718.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Pepperdine University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Pepperdine University offers its esteemed marriage and family therapy (MFT) master’s program online so students across the country can earn a Pepperdine graduate education without attending classes on campus. The online Master of Arts in Clinical Psychology with an Emphasis in Marriage and Family Therapy program offers a rigorous, values-based education that prepares students to work directly with individuals, couples, and families in need. Students are prepared to pursue licensure in California as licensed marriage and family therapists (LMFT) or licensed professional clinical counselors (LPC).\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Pepperdine\"],\"lastUpdated\":\"2026-06-02T13:55:40.814Z\",\"created\":\"2025-04-07T19:36:28.812Z\",\"hash\":\"3ff362efde2b679308f46edffee563f14bce51c6411e140f2fe857d195501e92\",\"skills\":[\"Clinical Psychology\",\"Family Therapy\",\"Licensed Marriage And Family Therapist (LMFT)\",\"Licensed Professional Counselor (LPC)\"],\"skillsData\":[{\"skill\":\"Clinical Psychology\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Licensed Professional Counselor (LPC)\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Family Therapy\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Therapies\"},{\"skill\":\"Licensed Marriage And Family Therapist (LMFT)\",\"category\":\"\",\"subcategory\":\"\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Pepperdine University\"],\"externalUrl\":\"https://onlinegrad.pepperdine.edu/requestinfo/lmft-lpc-spz-atf/?lsrc=edx\u0026utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=pep-mft\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_los-angeles\",\"city_san-diego\",\"concentration_developmental-psychology\",\"concentration_mental-health-psychology\",\"concentration_psychopathology\",\"concentration_psychopharmacology\",\"concentration_psychotherapy\",\"degree_clinical\",\"degree_lpc\",\"degree_mft\",\"state_ca\",\"vertical_psychology\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Pepperdine University Master’s in Clinical Psychology online\",\"subheading\":\"Earn a master’s in clinical psychology rooted in purpose, service, and leadership. Serve your community as a counselor or therapist.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Program tracks\",\"productList\":[{\"header\":\"Licensed Professional Counselor (LPC) Track\",\"description\":\"This path is for learners that want to help with a broader scope of mental health issues, and provide service to a larger audience, which includes individuals, families, and organizations. This track prepares learners to pursue LPC licensure and requires 280 field hours of working with clients.\"},{\"header\":\"Licensed Marriage and Family Therapist (LMFT) Track\",\"description\":\"This path is for learners who want to help with issues that stem from marriage and family dynamics and parent-child conflicts, and who want to provide service to couples and families. This track prepares learners to pursue LMFT licensure and requires 225 field hours working with clients.\"}],\"introduction\":\"In this program, your courses will explore human behavior, the fundamental principles of the psychology field, and various psychotherapy techniques. As a student, you’ll complete five foundation courses, nine core courses, and two electives. Courses include:\"},\"excludedFromSearch\":false},\"productCreated\":1654864880,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"afc7d38c-6de4-4a00-a409-f63265dabc54\",\"productUuid\":\"8c821199-2c80-4c82-9539-4ef685f2c5e7\",\"objectID\":\"program-8c821199-2c80-4c82-9539-4ef685f2c5e7\",\"productName\":\"Master of Arts in School Counseling\",\"productSlug\":\"masters/counseling/online-masters-in-school-counseling/denver-master-of-arts-in-school-counseling\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/8c821199-2c80-4c82-9539-4ef685f2c5e7-70b4b8763572.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"University of Denver\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/ed4b14c6-ee2c-4a78-a97b-e73bad0485af-27577f044447.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Advocate for P-12 students and become an agent of change in your community. With no GRE required, earn your Master in School Counseling online in as few as 24 months from the University of Denver. Gain valuable skills through a curriculum centered on social justice and designed to adhere to the standards set by CACREP.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofDenver\"],\"lastUpdated\":\"2026-06-02T13:55:41.120Z\",\"created\":\"2025-04-07T19:36:28.772Z\",\"hash\":\"0848bc5338473a7d67e70c7b003bbf7d08d6597f63c550e5112f52aa8e2705e9\",\"skills\":[\"Advocacy\",\"School Counseling\",\"Social Justice\"],\"skillsData\":[{\"skill\":\"Advocacy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"School Counseling\",\"category\":\"Education and Training\",\"subcategory\":\"Student Support and Services\"},{\"skill\":\"Social Justice\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of Denver\"],\"externalUrl\":\"https://morgridgeonline.du.edu/masters-school-counseling/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=DU_SC\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Denver Master’s in School Counseling online\",\"subheading\":\"Earn a Master of Arts in School Counseling from the University of Denver’s Morgridge College of Education, and help to positively shape the lives of students in your community as a school counselor in private, public, and charter P-12 school settings.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Featured courses\",\"productList\":[{\"header\":\"Counseling Theory\",\"description\":\"Master basic counseling theories and philosophical principles — including history, concepts, techniques, and trends — and use them as foundation for your professional training.\"},{\"header\":\"Lifespan Development\",\"description\":\"Examine the principles of human development from conception to adulthood, with an emphasis on biological, environmental, and cultural factors that affect one’s development.\"},{\"header\":\"Educational Strategies and Policies for School Counselors\",\"description\":\"Study the history and current issues in legislation and government policy relevant to school counseling.\"},{\"header\":\"Mental Health and Substance Use\",\"description\":\"Learn how to identify and treat psychological disorders and substance abuse in children who are at risk of developing or living in an environment impacted by these disorders.\"}],\"introduction\":\"The curriculum prepares learners to address issues of identity, power, and oppression, so they can effectively serve diverse students in all aspects of their lives. You will learn from school counseling and mental health professionals while building a personal counselor identity through journaling, mock counseling sessions, field training, and an overall focus on self-reflection. Featured courses include:\"},\"excludedFromSearch\":false},\"productCreated\":1654864934,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"dda34ab4-054c-4653-853b-9f508c694bc7\",\"productUuid\":\"6554a6fc-8181-43b4-a33f-5b2764a4957f\",\"objectID\":\"program-6554a6fc-8181-43b4-a33f-5b2764a4957f\",\"productName\":\"Master of Arts in Counseling\",\"productSlug\":\"masters/counseling/northwestern-master-of-arts-in-counseling\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/6554a6fc-8181-43b4-a33f-5b2764a4957f-8097a47420e8.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Northwestern University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/1c149d14-c2c7-452d-b8cd-ba958aaf777b-b84fd9bd4c15.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Counseling@Northwestern is an accredited online master’s program that prepares students to become self-reflective clinical mental health counselors. With a rigorous curriculum focused on theories and evidence-based practices, Counseling@Northwestern blends live classes with clinical field placements at faculty-approved sites.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Northwestern\"],\"lastUpdated\":\"2026-06-02T13:55:42.478Z\",\"created\":\"2025-04-07T19:36:28.810Z\",\"hash\":\"10620867584f9e5fc053671ef59d7343604db9b80967719bce75fcd6b74d90ff\",\"skills\":[\"Evidence-Based Practice\",\"Mental Health\"],\"skillsData\":[{\"skill\":\"Mental Health\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"},{\"skill\":\"Evidence-Based Practice\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Procedure and Regulation\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Northwestern University\"],\"externalUrl\":\"https://counseling.northwestern.edu/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=NU_Counseling\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Northwestern University Master of Arts in Counseling online \",\"subheading\":\"Develop the practical skills of a self-reflective clinical mental health counselor in this highly-collaborative and CACREP-accredited program.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Child and Adolescent Specialization\",\"description\":\"As you prepare to work with adults, learn to tailor your treatment to meet the developmental needs of young people who face mental illness.\"}],\"introduction\":\"Northwestern University’s online Master of Arts in Counseling program offers a curriculum that focuses on self-reflective practice. This approach prepares aspiring clinical mental health counselors to support diverse populations in need. Learners acquire the necessary skills and shape their approach to counseling through hands-on faculty mentoring.\\n\\nLearners in the program may choose to concentrate in the following:\"},\"excludedFromSearch\":false},\"productCreated\":1654864875,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Social Work\",\"productUuids\":[\"fdc2f05f-3ae3-4a5b-8a75-118a7554e251\",\"f5c98fd9-a2f9-40a1-870a-23fbbe4657a3\",\"a7cd9cdb-4a8c-4da5-af2b-f072fde3b21a\",\"273b170f-af05-4036-9f51-d865910959e2\",\"38b51136-5f5b-4f9b-9faf-d7541299e428\",\"69e252b5-62e4-4f96-a667-6d92e0aaef0e\",\"71cbb501-78b9-4e1c-870e-9db8f92d4b1d\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:3:subcategories:0:products:0\",{\"id\":\"20e843f3-af12-47e6-a133-270aa4284290\",\"productUuid\":\"f5c98fd9-a2f9-40a1-870a-23fbbe4657a3\",\"objectID\":\"program-f5c98fd9-a2f9-40a1-870a-23fbbe4657a3\",\"productName\":\"Master of Social Work\",\"productSlug\":\"masters/online-msw-programs/syracuse-master-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/f5c98fd9-a2f9-40a1-870a-23fbbe4657a3-31aaaba6c8d3.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Syracuse University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/6ec06cd6-4355-44bd-822a-2094d743b7a4-7ed01c537f21.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Syracuse University’s CSWE-accredited online Master of Social Work program is preparing the next generation of social work leaders through an emphasis on digital innovation and social justice. No GRE scores are required to apply, and the program offers Traditional and Advanced Standing tracks. Learn more.\\n\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"SyracuseUniversity\"],\"lastUpdated\":\"2026-06-02T13:55:41.383Z\",\"created\":\"2025-04-07T19:36:28.796Z\",\"hash\":\"2293d779dcccbe1c8be9f678df031e12991e3d4256b6c197fd5e5c3d77e4276e\",\"skills\":[\"Innovation\",\"Social Justice\",\"Social Work\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Social Justice\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Social Work\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Syracuse University\"],\"externalUrl\":\"https://onlinegrad.syracuse.edu/social-work/msw/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=SYR_MSW\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"concentration_human-rights\",\"concentration_mental-health\",\"concentration_military\",\"concentration_trauma\",\"displayed_on_schools_and_partners_page\",\"displayed_on_sitemap_page\",\"format_advanced-standing\",\"format_no-gre\",\"state_ny\",\"vertical_msw\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Syracuse University Master of Social Work online\",\"subheading\":\"Become a leader who fights for social justice and the good of their community, with a Master of Social Work from Syracuse University’s School of Education.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Concentrations\",\"productList\":[{\"header\":\"Advanced Integrated Practice (AIP)\",\"description\":\"This concentration is for learners who want to practice in areas such as community organizing, public policy, human service administration, and other interdisciplinary organizations.\"},{\"header\":\"Advanced Clinical Practice (ACP)\",\"description\":\"This concentration is for learners who want to practice in clinical mental health inpatient and outpatient settings — such as diagnosis and psychotherapy — as licensed clinical social workers (LCSW).\"}],\"introduction\":\"Online MSW learners at Syracuse University get to choose between the following two social work concentrations: \"},\"excludedFromSearch\":false},\"productCreated\":1654864904,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"39fcd94d-28b2-4481-b967-e541cc1b3da9\",\"productUuid\":\"a7cd9cdb-4a8c-4da5-af2b-f072fde3b21a\",\"objectID\":\"program-a7cd9cdb-4a8c-4da5-af2b-f072fde3b21a\",\"productName\":\"Master of Social Work\",\"productSlug\":\"masters/online-msw-programs/hawaii-pacific-master-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a7cd9cdb-4a8c-4da5-af2b-f072fde3b21a-91c7bb959c73.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Hawai‘i Pacific University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/753a8147-5768-46e7-b085-7f0d36e83614-329156d5c3d2.png\",\"fullDescription\":\"\",\"shortDescription\":\"BE THE VOICE OF YOUR COMMUNITY\",\"productOverview\":\"$138\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HPU\"],\"lastUpdated\":\"2026-06-02T13:55:41.761Z\",\"created\":\"2025-04-07T19:36:28.794Z\",\"hash\":\"cdb990250ac130f67e43c9bdcbc44c02be82d779011dcb47927b008ebd8533cd\",\"skills\":[\"Evidence-Based Practice\",\"Human Services\",\"Humility\",\"Intercultural Competence\",\"Leadership\",\"Social Issue\",\"Social Work\",\"Substance Abuse\",\"Trauma Care\"],\"skillsData\":[{\"skill\":\"Social Issue\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Evidence-Based Practice\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Procedure and Regulation\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Intercultural Competence\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"},{\"skill\":\"Trauma Care\",\"category\":\"Health Care\",\"subcategory\":\"Emergency and Intensive Care\"},{\"skill\":\"Human Services\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"},{\"skill\":\"Social Work\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"},{\"skill\":\"Substance Abuse\",\"category\":\"Health Care\",\"subcategory\":\"Rehabilitation\"},{\"skill\":\"Humility\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":false,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Hawai‘i Pacific University\"],\"externalUrl\":\"https://www.hpu.edu/cla/social-work/ma-sw/index.html\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Hawai‘i Pacific University Master of Social Work online\",\"subheading\":\"This online Master of Social Work (MSW) program helps you to develop a multicultural social work practice, advocate for social and economic justice, and assist in healing communities affected by intergenerational consequences of historical and cultural trauma. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"A curriculum that interweaves Indigenous perspectives\",\"productList\":[{\"header\":\"Global Indigenous\",\"description\":\"This focus builds on foundation year courses to further promote social work practice through a decolonial, Indigenous lens — meaning, you will begin a process of decolonizing your thinking and move toward understanding social work practice from an interwoven approach that incorporates both Indigenous and Western worldviews.\"},{\"header\":\"Military and Veterans Affairs\",\"description\":\"This focus allows you to learn the nuances of social work practice within local, state, and federal government programs when engaging, assessing, and treating active-duty military, veterans, and military family members. Courses center on social issues and cultural contexts that are prevalent in these groups, such as homelessness, substance abuse, deployment stressors, and military sexual trauma.\"}],\"introduction\":\"The online MSW curriculum combines core courses, two focus area options, an in-person cultural immersion, and direct clinical experiences. You will learn to promote community wellbeing through classes that focus on individuals, families, various social service programs, evidence-based practices, and human-service policies. Guided by Hawai‘ian values, you will develop cultural competence, and learn how to practice cultural humility through actively listening, engagement with, and service to diverse populations in multicultural settings.\\nThe online MSW program offers two focus areas to help you grow into the social work leader you want to be:\"},\"excludedFromSearch\":false},\"productCreated\":1708727000,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"b2bb1471-8d5f-4d9a-a927-486bc48f02f3\",\"productUuid\":\"273b170f-af05-4036-9f51-d865910959e2\",\"objectID\":\"program-273b170f-af05-4036-9f51-d865910959e2\",\"productName\":\"Master of Social Work\",\"productSlug\":\"masters/online-msw-programs/denver-master-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/273b170f-af05-4036-9f51-d865910959e2-7aee1b3b98fb.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"University of Denver\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/ed4b14c6-ee2c-4a78-a97b-e73bad0485af-27577f044447.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Students in the online Master of Social Work (MSW) program, MSW@Denver, are taught to think critically and creatively to advance equity across all communities. They also learn to become champions of social change and to empower populations impacted by oppression.\\n\\nMSW@Denver offers two online programs: the traditional MSW and the advanced-standing MSW.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UniversityofDenver\"],\"lastUpdated\":\"2026-06-02T13:55:41.557Z\",\"created\":\"2025-04-07T19:36:28.814Z\",\"hash\":\"fe600c37a173f881751564f50eb400e22fbd3ca3e2531dae9ff0f1dbfec5d005\",\"skills\":[\"Critical Thinking\",\"Social Change\",\"Social Work\"],\"skillsData\":[{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Social Work\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"},{\"skill\":\"Social Change\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of Denver\"],\"externalUrl\":\"https://onlinemsw.du.edu/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=DU_MSW\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_denver\",\"concentration_equity\",\"concentration_health\",\"concentration_mental-health\",\"concentration_trauma\",\"format_advanced-standing\",\"format_fast-track\",\"format_no-gre\",\"state_co\",\"vertical_msw\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Denver Master of Social Work (MSW) online\",\"subheading\":\"MSW@Denver prepares the next generation of social workers to advance equity across all communities, including vulnerable populations.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"MSW@Denver curriculum\",\"productList\":[{\"header\":\"Mental Health and Trauma\",\"description\":\"Focus your practice on comprehensive assessment, advanced interventions based on cognitive approaches, and trauma-informed care. With a strong foundation in theory, you’ll develop skills to support informed clinical decision-making that empowers individuals, families, and whole communities.\"},{\"header\":\"Health, Equity, and Wellness\",\"description\":\"Focus your practice on integrative approaches to healthcare and to the mind-body connection. You will learn to incorporate problem-solving and evidence-based modalities that consider healthcare trends, interdisciplinary collaboration, and social justice.\"}],\"introduction\":\"MSW@Denver offers two online program options. The 81-credit Online MSW program is for learners who hold a bachelor’s degree in a field other than social work. The 54-credit Online Advanced-Standing MSW is for learners who hold a Bachelor of Social Work (BSW) from any point in time. No matter which program a learner chooses, they will develop a holistic understanding of social work principles by learning to see individuals and systems through the lens of power, privilege, and oppression — and they will graduate prepared to create social change in their communities. Students will have the opportunity to customize their Advanced Social Work Practice by choosing a pathway that matches your interest and career goals. Examples of pathways can include:\"},\"excludedFromSearch\":false},\"productCreated\":1654864934,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"dea7fffe-7455-48e9-8c97-3fb79a76c9b2\",\"productUuid\":\"38b51136-5f5b-4f9b-9faf-d7541299e428\",\"objectID\":\"program-38b51136-5f5b-4f9b-9faf-d7541299e428\",\"productName\":\"Master of Social Work\",\"productSlug\":\"masters/online-msw-programs/cwru-master-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/38b51136-5f5b-4f9b-9faf-d7541299e428-464b869ccdcf.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Case Western Reserve University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/38b51136-5f5b-4f9b-9faf-d7541299e428-129d7aba35be.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The top-50 ranked CWRU’s Mandel School was the first university-based, graduate professional school of social work.\\r\\n\\r\\nThe Jack, Joseph and Morton Mandel School of Applied Social Sciences remains at the forefront of social work education, preparing the next generation of social work leaders to answer the needs of their communities. You can join our community of change agents with our online MSW program, Online Social Work at CWRU.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"CaseWestern\"],\"lastUpdated\":\"2026-06-02T13:55:41.204Z\",\"created\":\"2025-04-07T19:36:28.800Z\",\"hash\":\"60b993f876c332cb198dda08a92fb5118a99bcd5f86997c839fa2b9b2c6c07ef\",\"skills\":[\"Autism Spectrum Disorders\",\"Community Mental Health Services\",\"Mental Health\",\"Social Change\",\"Social Sciences\",\"Social Work\",\"Substance Abuse\",\"Trauma Care\"],\"skillsData\":[{\"skill\":\"Social Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Autism Spectrum Disorders\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"},{\"skill\":\"Social Work\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"},{\"skill\":\"Substance Abuse\",\"category\":\"Health Care\",\"subcategory\":\"Rehabilitation\"},{\"skill\":\"Trauma Care\",\"category\":\"Health Care\",\"subcategory\":\"Emergency and Intensive Care\"},{\"skill\":\"Mental Health\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"},{\"skill\":\"Social Change\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Community Mental Health Services\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Therapies\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/38b51136-5f5b-4f9b-9faf-d7541299e428-129d7aba35be.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Case Western Reserve University\"],\"externalUrl\":\"https://mandelonline.case.edu/msw-degree/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=case_msw\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"concentration_adult\",\"concentration_community\",\"concentration_family\",\"concentration_human-rights\",\"concentration_mental-health\",\"concentration_youth\",\"format_advanced-standing\",\"format_no-gre\",\"state_oh\",\"vertical_msw\"],\"showInAlgoliaSearchResults\":false,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Case Western Reserve University (CWRU) Master of Social Work Online\",\"subheading\":\"Become an influential change leader with a Master of Social Work (MSW) from Case Western Reserve University’s Jack, Joseph and Morton Mandel School of Applied Social Sciences.\",\"excludedFromSeo\":true,\"featuredProducts\":{\"heading\":\"Study paths and certificate\",\"productList\":[{\"header\":\"Children, Youth and Families\",\"description\":\"Learn to provide services to families and individuals of all ages, exploring topics such as child abuse, trauma, adoption, autism, and LGBTQIA youth.\"},{\"header\":\"Mental Health with Adults\",\"description\":\"Prepare for community-based mental health practice in a broad range of settings by studying trauma, violence, substance abuse and more.\"},{\"header\":\"Community Practice for Social Change\",\"description\":\"Study macro social challenges — including human rights, globalization, inequality, and poverty — to make systemic improvements.\"},{\"header\":\"Certificate in Trauma-Informed Practice\",\"description\":\"Focus on evidence-based models designed to address differential responses to trauma alongside the course and field work necessary for your chosen study path.\"}],\"introduction\":\"The Mandel School aims to empower learners to lead positive change at the local, state, and federal levels. To this end, this online MSW program offers three distinct paths of study for you and a certificate option to focus your coursework:\"},\"excludedFromSearch\":true},\"productCreated\":1654864862,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"ec04079e-d2da-4752-bfea-594df563a2a2\",\"productUuid\":\"71cbb501-78b9-4e1c-870e-9db8f92d4b1d\",\"objectID\":\"program-71cbb501-78b9-4e1c-870e-9db8f92d4b1d\",\"productName\":\"Master of Social Work\",\"productSlug\":\"masters/online-msw-programs/simmons-master-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/71cbb501-78b9-4e1c-870e-9db8f92d4b1d-f0851debd25e.png\",\"productType\":\"Masters\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Simmons University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/78fe11c7-e0da-4425-afb6-3d74bfb4f606-ad36acd8a318.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The online MSW program offers full-time, part-time, and accelerated tracks, as well as an advanced standing track for BSW graduates, so you can earn your degree at the pace that best fits your lifestyle. The program can be completed in as few as 16 months or as many as 32 months. Our hands-on program enables you to connect with your classmates and professors and build relationships that continue after graduation through one-on-one time with faculty during online office hours and study groups with fellow students.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Simmons\"],\"lastUpdated\":\"2026-06-02T13:55:40.911Z\",\"created\":\"2025-04-07T19:36:28.812Z\",\"hash\":\"0c2c4e661ff8b811abfa9d7be414badd5089998f04eeeeab2ca09b6ca92c7115\",\"skills\":[],\"skillsData\":[],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Simmons University\"],\"externalUrl\":\"https://online.simmons.edu/masters/msw/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=SC_MSW4\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_boston\",\"concentration_addiction\",\"concentration_aging\",\"concentration_family\",\"concentration_mental-health\",\"concentration_military\",\"concentration_trauma\",\"format_1yr\",\"format_advanced-standing\",\"format_fast-track\",\"format_no-gre\",\"format_part-time\",\"state_ma\",\"vertical_msw\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Simmons University Master of Social Work online\",\"subheading\":\"Facilitate positive change for individuals, families, and communities as a Simmons-prepared social work leader. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Program tracks\",\"productList\":[{\"header\":\"Advanced standing\",\"description\":\"Learners who hold a Bachelor of Social Work (BSW) may be eligible to apply to the advanced standing program. In this track, you will complete only 34 credits and earn your MSW in as few as nine months with our two-term option, or in 12 months with our three-term option.\"},{\"header\":\"Accelerated\",\"description\":\"This intensive track is for traditional MSW learners who are able to fully dedicate their time to this degree program. This track requires 65 credits and allows you to earn your MSW in as few as 16 months.\"},{\"header\":\"Full time\",\"description\":\"The full-time track allows traditional MSW learners, who do not have previous academic experience in social work, to complete a standard course load each term. In this track, you will complete 65 credits and earn your MSW in as few as 23 months.\"},{\"header\":\"Extended\",\"description\":\"The extended track allows traditional MSW learners, who do not have previous academic experience in social work, to complete standard courses and earn their degree at a more convenient pace. In this track, you will complete 65 credits and earn your MSW in as few as 32 months.\"}],\"introduction\":\"The clinically focused online Master of Social Work (MSW) program incorporates social justice values and a multicultural perspective, and prepares you for direct practice in a wide range of settings. Whether you are a Traditional MSW learner or an Advanced Standing MSW learner, you will attend live, online classes, complete self-paced coursework, and participate in practicum education at clinical sites in or near your community. The online MSW program offers five tracks, so you can earn your degree at the pace that best fits your lifestyle. \\n\\nThe five track options are:\"},\"excludedFromSearch\":false},\"productCreated\":1654864892,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Healthcare\",\"productUuids\":[\"46231e86-e3e5-4e23-8095-0c8694de58f2\",\"4a8c1f85-f7bb-4ba9-b102-b5864c921fa1\",\"f584d7b2-8e9e-4118-88a8-42c3c34b4333\",\"32343235-d926-418d-b803-a8fa04ba6888\",\"3e528fb0-b16d-40fa-947a-8f224bc173b1\",\"402fd109-5b4c-4f9e-8b2a-c6e5ac26bfe5\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:3:subcategories:0:products:3\",{\"id\":\"1a72ebef-17bb-4d88-99e0-ffa0330d6815\",\"productUuid\":\"4a8c1f85-f7bb-4ba9-b102-b5864c921fa1\",\"objectID\":\"program-4a8c1f85-f7bb-4ba9-b102-b5864c921fa1\",\"productName\":\"Master of Public Health\",\"productSlug\":\"masters/masters-in-public-health-online/unc-master-of-public-health\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/4a8c1f85-f7bb-4ba9-b102-b5864c921fa1-03c9531a3167.png\",\"productType\":\"Masters\",\"attributes\":[\"Health \u0026 Safety\"],\"partnerName\":\"University of North Carolina at Chapel Hill\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/283be432-c4de-4818-83c5-bd77a2de49d6-326791553e52.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Earn your Master of Public Health (MPH) from UNC-Chapel Hill's Gillings School of Global Public Health in as few as 16–20 months. The CEPH-accredited online learning experience offers four concentrations: MPH Leadership, MPH Nutrition, Applied Epidemiology and MPH/Registered Dietitian (MPH/RD). No GRE required.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"UNC-CH\"],\"lastUpdated\":\"2026-06-02T13:55:42.304Z\",\"created\":\"2025-04-07T19:36:28.814Z\",\"hash\":\"a5f44af3607c579387fdf95eba5fa09f1c5b636da319d3abe49ff9406d162410\",\"skills\":[\"Epidemiology\",\"Leadership\",\"Public Health\",\"Registered Dietitian (RD/RDN)\"],\"skillsData\":[{\"skill\":\"Epidemiology\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Public Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Registered Dietitian (RD/RDN)\",\"category\":\"\",\"subcategory\":\"\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of North Carolina at Chapel Hill\"],\"externalUrl\":\"https://onlinemph.unc.edu/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=UNC_MPH\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of North Carolina at Chapel Hill Master of Public Health online\",\"subheading\":\"Prepare to anticipate and combat today’s most urgent public health challenges.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Accredited program tracks\",\"productList\":[{\"header\":\"MPH Leadership in Practice\",\"description\":\"Lead teams, projects, and organizations in eliminating health disparities, improving individual well-being, and fostering change in local and global communities. You’ll learn how to develop practical solutions to systemic challenges in any area of public health. Complete in as few as 20–24 months.\"},{\"header\":\"MPH Nutrition, Food Systems and Health\",\"description\":\"Improve the health of individuals, families, and communities through nutrition outreach, policy, and education. In addition to core public health knowledge, you’ll focus on nutrition science, behavior change, counseling, and the broad effects of dietary culture. Complete in as few as 16 months.\"},{\"header\":\"MPH Applied Epidemiology\",\"description\":\"Use data to improve population health in the UNC Gillings School’s Applied Epidemiology concentration for the online MPH program. You’ll learn to understand public health surveillance systems, recommend study designs, conduct analyzes to address research questions, and communicate findings to a variety of audiences. Complete in as few as 20–24 months.\"}],\"introduction\":\"The MPH Leadership; MPH Nutrition, Food Systems and Health; Applied Epidemiology tracks are all CEPH-accredited. The Nutrition and Dietetics track is ACEND-accredited.\"},\"excludedFromSearch\":false},\"productCreated\":1654864945,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"9bb95069-b795-4e2b-a3b0-51e4fc168c8e\",\"productUuid\":\"f584d7b2-8e9e-4118-88a8-42c3c34b4333\",\"objectID\":\"program-f584d7b2-8e9e-4118-88a8-42c3c34b4333\",\"productName\":\"Master of Health Administration\",\"productSlug\":\"masters/online-mha/george-washington-master-of-health-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/f584d7b2-8e9e-4118-88a8-42c3c34b4333-f22ffda3057b.png\",\"productType\":\"Masters\",\"attributes\":[\"Health \u0026 Safety\"],\"partnerName\":\"The George Washington University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/5c2ddc82-7948-4008-8b76-3853ac9c0877-0838009e361b.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Bachelor's holders with at least two years of experience in the healthcare sector can earn their Master from GW's CAHME-accredited online Master of Health Administration program. With no GRE scores required to apply, you can become an effective leader in health care systems in as few as 24 months with a degree from Milken Institute School of Public Health.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GW\"],\"lastUpdated\":\"2026-06-02T13:55:41.838Z\",\"created\":\"2025-04-07T19:36:28.784Z\",\"hash\":\"38426a903700cb835d200b0cc49779ec652de371eae71f2af5bd8692cfb8f65f\",\"skills\":[],\"skillsData\":[],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The George Washington University\"],\"externalUrl\":\"https://onlinepublichealth.gwu.edu/mha/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=gw_MHA\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"George Washington University Master of Health Administration (MHA) online\",\"subheading\":\"Stand at the forefront of healthcare as a Milken Institute School of Public Health graduate, and improve the way we implement state-of-the-art healthcare delivery.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"The MHA@GW curriculum\",\"productList\":[{\"header\":\"Module Three — Health Care Financial Management\",\"description\":\"This module provides an understanding of the financial operations of health care organizations including financial reporting, cost management, sources of revenue and budgeting in health care organizations. It will focus on the theory and application of health care finance as it applies to health care organizations. The module includes specific emphasis on CFO responsibilities, revenue cycle, coding, reimbursement mechanisms, managed care contracting, personnel expenses, supply chain and materials management.\"},{\"header\":\"Module Six — Quality and Performance Improvement\",\"description\":\"Effective health care leaders understand that quality improvement tools and methods must be at the heart of every health care organization. Whether it is the quality of clinical care and patient safety, driving out waste and excessive cost or striving to deliver the most cost-effective care possible, quality improvement must be part of the skill set of every health care leader. From the principles of W. Edwards Deming’s statistical process control to the six sigma and Toyota-style production models, quality improvement is and will continue to be the yardstick by which outstanding health care organizations are measured.\"}],\"introduction\":\"The multidisciplinary curriculum concentrates on core principles of healthcare management, health economics, financial leadership, and policy. MHA@GW focuses on enhancing the skill sets necessary for successful health organization leadership, including:\\n\\nLeadership and ethics,\\nManagement and strategy, \\nInformation technology and decisions science,\\nCommunity health and quantitative methods, \\nFinances and economics,\\nQuality improvement, and \\nLaw and regulation. \\n\\nThe program includes eight 10-week learning modules. Below are two such modules:\"},\"excludedFromSearch\":false},\"productCreated\":1654864917,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:3:subcategories:11:products:1\",{\"id\":\"8f2d36e3-c324-4ce8-a3fb-f8f1932d7a40\",\"productUuid\":\"3e528fb0-b16d-40fa-947a-8f224bc173b1\",\"objectID\":\"program-3e528fb0-b16d-40fa-947a-8f224bc173b1\",\"productName\":\"Master of Health Administration\",\"productSlug\":\"masters/maryville-university-master-of-health-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/3e528fb0-b16d-40fa-947a-8f224bc173b1-2b3a8be48f02.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"\u003cp\u003eHealthcare is among  the fastest-growing industries in our economy. It’s big business, and if your goal is to advance in this exciting and rewarding field, an online Master of Health Administration can be the credential you need to get ahead.\u003c/p\u003e \\r\\n\\r\\n\u003cp\u003eChoose Maryville University’s 100% online MHA, and you can gain the broad yet deep expertise to grow as a well-rounded, decisive organizational leader. Tailor your studies to align with your career goals with one of four concentrations, or choose a general program, which includes electives from each concentration.\u003c/p\u003e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.211Z\",\"created\":\"2025-04-07T19:36:28.807Z\",\"hash\":\"cdd8bd77d82dea85a0c21d53093fecc756a8db9775710885586d2c0f30028528\",\"skills\":[\"Decisiveness\"],\"skillsData\":[{\"skill\":\"Decisiveness\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-masters-degrees/health-administration/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Master of Health Administration (MHA) online\",\"subheading\":\"Develop the expertise to become a capable, confident healthcare leader. Pursue a generalist track, or choose from four optional concentrations.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Concentrations\",\"productList\":[{\"header\":\"Health Informatics and Analytics\",\"description\":\"Leverage the power of data analytics to help healthcare organizations optimize their administrative, clinical, and financial strategies.\"},{\"header\":\"Healthcare Leadership\",\"description\":\"Learn about marketing, policy, economics, and management as they pertain to a healthcare system.\"},{\"header\":\"Population Health Management\",\"description\":\"Develop the leadership and managerial skills you need to help health organizations improve community health and curb epidemics.\"},{\"header\":\"Senior Services\",\"description\":\"Gain a multidisciplinary perspective on gerontology as you learn to effectively manage the day-to-day operations of senior healthcare and living services.\"}],\"introduction\":\"The 36-credit Master of Health Administration (MHA) curriculum reflects the changing landscape of healthcare and enables you to immediately apply what you’re learning to real-world healthcare challenges. The MHA comprises 10 core courses (27 credits) and your choice of three electives (9 credits). You can select a concentration or pursue a generalist track to choose your own mix of electives based on your professional interests and career goals.\\n\\nThe four concentrations are:\"},\"excludedFromSearch\":false},\"productCreated\":1698186469,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"47052fd5-ef11-458f-ae91-bc83c3766448\",\"productUuid\":\"402fd109-5b4c-4f9e-8b2a-c6e5ac26bfe5\",\"objectID\":\"program-402fd109-5b4c-4f9e-8b2a-c6e5ac26bfe5\",\"productName\":\"Master of Health Administration\",\"productSlug\":\"masters/mgh-institute-mgh-institute-of-health-professions-master-of-health-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/402fd109-5b4c-4f9e-8b2a-c6e5ac26bfe5-5c241d2807fd.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"MGH Institute of Health Professions\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/fa3fe5e7-5100-40a1-b56b-c44b893d92a6-8dd6dff92a89.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Earn your Master of Health Administration (MHA) 100% online from MGH Institute of Health Professions, the only degree-granting affiliate of Mass General Brigham. You will gain inclusive leadership skills, an interprofessional network and expert mentorship from Mass General Brigham faculty as you prepare to drive transformative, equitable change within healthcare.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"MGH_Institute\"],\"lastUpdated\":\"2026-06-02T13:55:41.744Z\",\"created\":\"2025-04-07T19:36:28.808Z\",\"hash\":\"b2a9abdb51df9f769f15338b125fbca35b933aa5fa24576861eb1ade19acbaf0\",\"skills\":[\"Health Systems\",\"Healthcare Services\",\"Leadership\",\"Management\",\"Marketing Strategies\",\"Professionalism\"],\"skillsData\":[{\"skill\":\"Marketing Strategies\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Strategy\"},{\"skill\":\"Professionalism\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Health Systems\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"},{\"skill\":\"Healthcare Services\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"MGH Institute of Health Professions\"],\"externalUrl\":\"https://onlineprograms.mghihp.edu/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"MGH Institute of Health Professions Master of Health Administration online\",\"subheading\":\"Earn your Master of Health Administration (MHA) 100% online from MGH Institute of Health Professions, the only degree-granting affiliate of Mass General Brigham (MGB). You will gain inclusive leadership skills, an interprofessional network and expert mentorship from MGB faculty as you prepare to drive transformative, equitable change within healthcare. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Management functions and skills for healthcare leaders\",\"description\":\"Develop business and marketing strategies to position your organization, attract patients and respond to market demands while maintaining quality care.\"},{\"header\":\"Leadership and professionalism\",\"description\":\"Learn how you can create a positive organizational culture and drive performance improvements.\"},{\"header\":\"Health systems and the community\",\"description\":\"Monitor and improve healthcare outcomes while considering the needs of all communities.\"},{\"header\":\"Health equity\",\"description\":\"Ensure healthcare services are accessible and culturally competent for all patient populations.\"}],\"introduction\":\"The online Master of Health Administration program is designed to provide current and aspiring healthcare administrators with the essential skills and knowledge required for successful leadership in the complex and dynamic healthcare industry. As a student, you will be equipped to lead financially sustainable healthcare organizations that deliver high-quality care, and maintain compliance with legal and ethical standards.\\n\\nThe MHA’s comprehensive 36-credit curriculum covers six key areas of study that will result in a well-rounded skill set in advanced healthcare leadership and management. Some of those key areas include:\"},\"excludedFromSearch\":false},\"productCreated\":1729026872,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Law\",\"productUuids\":[\"1317c738-e38b-4520-abf4-c5f5e8ca22c2\",\"a8017a12-63e9-48b5-b09c-535f495b1c01\",\"1fd36b6e-0b71-4c10-9d81-1bfaab141b10\",\"c6d974eb-34b9-4293-97ac-a16bff173637\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"813f1b2e-982d-4435-bb64-f2c5cf54aeb9\",\"productUuid\":\"1317c738-e38b-4520-abf4-c5f5e8ca22c2\",\"objectID\":\"program-1317c738-e38b-4520-abf4-c5f5e8ca22c2\",\"productName\":\"Master of Studies in Law in Corporate Compliance\",\"productSlug\":\"masters/online-master-of-legal-studies/fordham-master-of-studies-in-law-in-corporate-compliance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/1317c738-e38b-4520-abf4-c5f5e8ca22c2-4d096c60a79d.png\",\"productType\":\"Masters\",\"attributes\":[\"Law\"],\"partnerName\":\"Fordham University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/0515ddb8-6996-4c63-bd16-4663d0727813-62f2ba5b0cdf.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"In as few as 12 months, learn to advocate for integrity at your organization with a flexible, online M.S.L. in Corporate Compliance from Fordham Law School. No GRE or LSAT required. Choose a program track—general, human resources, financial services, or health care—to gain industry-specific knowledge. \",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"Fordham\"],\"lastUpdated\":\"2026-06-02T13:55:41.017Z\",\"created\":\"2025-04-07T19:36:28.780Z\",\"hash\":\"844b0bc125e99cb81ea87040b844b97c768070aad1fcb9477d83c1afa733d8a5\",\"skills\":[\"Advocacy\",\"Ethics And Compliance\",\"Financial Services\",\"Investigation\"],\"skillsData\":[{\"skill\":\"Financial Services\",\"category\":\"Finance\",\"subcategory\":\"Banking Services\"},{\"skill\":\"Ethics And Compliance\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Regulation and Legal Compliance\"},{\"skill\":\"Advocacy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Investigation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Fordham University\"],\"externalUrl\":\"https://onlinelaw.fordham.edu/master-studies-law/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=fordham_MSL\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Fordham University Master of Studies in Law (MSL) in Corporate Compliance online \",\"subheading\":\"Learn to evaluate and fortify your organization’s compliance practices as a non-lawyer professional with the Fordham School of Law. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Featured courses\",\"productList\":[{\"header\":\"Financial services\",\"description\":\"Learn to operationalize compliance to uphold fiduciary duties and combat financial crimes, including money laundering and bribery.\"},{\"header\":\"Healthcare\",\"description\":\"Develop the tools to manage the array of ethics and compliance risks facing organizations in the healthcare sector.\"},{\"header\":\"Human resources\",\"description\":\"Strengthen your understanding of employment and human rights, and gain tools needed to manage “conduct” risks, including professional investigations and smart training.\"},{\"header\":\"General compliance\",\"description\":\"Gain the skills you need to build robust compliance programs in organizations of all types.\"}],\"introduction\":\"The online Master of Studies in Law (MSL) in Corporate Compliance prepares learners to develop effective compliance solutions, and stand out as expert non-lawyer professionals. This immersive program — designed for working professionals — can be completed in as few as 12 months and entirely online. No post-graduate work experience is required to apply. \\n\\nLearners can further specialize their learning with optional concentrations. Choose from four tracks to focus your degree:\"},\"excludedFromSearch\":false},\"productCreated\":1654864867,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"0cb75d17-c0e3-4920-adec-e111af2467e4\",\"productUuid\":\"a8017a12-63e9-48b5-b09c-535f495b1c01\",\"objectID\":\"program-a8017a12-63e9-48b5-b09c-535f495b1c01\",\"productName\":\"Master of Laws in Dispute Resolution\",\"productSlug\":\"masters/online-llm-programs/pepperdine-master-of-laws-in-dispute-resolution\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a8017a12-63e9-48b5-b09c-535f495b1c01-facb5c5fe89f.png\",\"productType\":\"Masters\",\"attributes\":[\"Law\"],\"partnerName\":\"Pepperdine University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Pepperdine Caruso School of Law offers an online Master of Laws (LLM) in Dispute Resolution for JD holders. Can be completed in as few as 12 months and no GRE, GMAT or LSAT scores are required.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"Pepperdine\"],\"lastUpdated\":\"2026-06-02T13:55:42.211Z\",\"created\":\"2025-04-07T19:36:28.799Z\",\"hash\":\"0712c499aa92581ae70e56952d69aaf95b938a5e1804c3cfe70ad569216b7d3d\",\"skills\":[\"Dispute Resolution\",\"Master Of Laws\"],\"skillsData\":[{\"skill\":\"Dispute Resolution\",\"category\":\"Law, Regulation, and Compliance\",\"subcategory\":\"Litigation and Civil Justice\"},{\"skill\":\"Master Of Laws\",\"category\":\"\",\"subcategory\":\"\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Pepperdine University\"],\"externalUrl\":\"https://onlinegrad.pepperdine.edu/law/online-llm/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=PEP_LLM\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"fugazi-2019\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Pepperdine University Master of Laws in Dispute Resolution online\",\"subheading\":\"Become a driving force in solving pressing conflicts in your community and the world through the advanced Master of Laws in Dispute Resolution degree for lawyers.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Program structure\",\"productList\":[{\"header\":\"Flexibility is at the heart of the program\",\"description\":\"Besides taking 10 required courses that cover topics such as negotiation theory and practice, psychology in conflict communication, and cross-cultural conflict and dispute resolution, learners get to also pick 14 elective units. The latter allow learners to customize their education based upon their unique career goals.\"},{\"header\":\"Electives cover a wide array of topics\",\"description\":\"These include conflict and systems design for corporations and organizations, divorce and family mediation, and environmental and public policy dispute resolution.\"}],\"introduction\":\"Learners complete 24 units over the course of 12 months or 24 months. Both versions of the program focus on the legal, cultural, and psychological factors that can affect complex negotiations and conflict.\"},\"excludedFromSearch\":false},\"productCreated\":1654864878,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"e8e71331-d57a-4e05-afaa-adf7dcc2ab72\",\"productUuid\":\"1fd36b6e-0b71-4c10-9d81-1bfaab141b10\",\"objectID\":\"program-1fd36b6e-0b71-4c10-9d81-1bfaab141b10\",\"productName\":\"Master of Legal Studies\",\"productSlug\":\"masters/online-master-of-legal-studies/pepperdine-master-of-legal-studies\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/1fd36b6e-0b71-4c10-9d81-1bfaab141b10-288b140b2816.png\",\"productType\":\"Masters\",\"attributes\":[\"Law\"],\"partnerName\":\"Pepperdine University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Pepperdine Caruso Law’s online Master of Legal Studies program is designed for professionals across industries who would benefit from understanding legal procedures and concepts but do not plan to become lawyers. No GRE/LSAT scores are required. Bachelor’s degree required.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Pepperdine\"],\"lastUpdated\":\"2026-06-02T13:55:41.480Z\",\"created\":\"2025-04-07T19:36:28.794Z\",\"hash\":\"d30ce8a2e1ce769925fb9a46bea90bc9a2f130f1983298cbec282577162690ea\",\"skills\":[],\"skillsData\":[],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Pepperdine University\"],\"externalUrl\":\"https://onlinegrad.pepperdine.edu/law/online-mls/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=PEP_MLS\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Pepperdine University Master of Legal Studies (MLS) online\",\"subheading\":\"Develop superior legal expertise as a nonlawyer, with Pepperdine Caruso School of Law’s online Master of Legal Studies program. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Flexibility — choose your concentration\",\"productList\":[{\"header\":\"General\",\"description\":\"Learners can gain a broad understanding of legal concepts regarding business, education, advocacy and healthcare.\"},{\"header\":\"Dispute resolution\",\"description\":\"Learners hone their focus and gain skills in arbitration and conflict mediation.\"},{\"header\":\"Human resources\",\"description\":\"Learners explore the fundamental legal principles of human resources and, by completing specialized coursework, master salary negotiation, hiring and termination, and noncompetition and confidentiality agreements.\"},{\"header\":\"Litigation\",\"description\":\"Learners study litigation-specific coursework and build the required expertise they need to stand out in their industry in occupations such as as compliance officers, paralegals, legal assistants, nonprofit employees, and managers.\"}],\"introduction\":\"Pepperdine’s curriculum allows learners the options of specific concentrations, or to generalize their studies.\\n\\nThe program offers the following concentrations:\"},\"excludedFromSearch\":false},\"productCreated\":1654864879,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"1adda9fd-4cb3-4c86-9d57-cc9f3725829b\",\"productUuid\":\"c6d974eb-34b9-4293-97ac-a16bff173637\",\"objectID\":\"program-c6d974eb-34b9-4293-97ac-a16bff173637\",\"productName\":\"Master of Legal Studies\",\"productSlug\":\"masters/online-master-of-legal-studies/american-master-of-legal-studies\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/c6d974eb-34b9-4293-97ac-a16bff173637-98e1f1a9b375.png\",\"productType\":\"Masters\",\"attributes\":[\"Law\"],\"partnerName\":\"American University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/4f9c5559-f219-400d-b186-13f575b33b08-4a28e48d5256.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"A thorough understanding of the law is not limited to practicing attorneys. The online Master of Legal Studies (MLS) from American University Washington College of Law (AUWCL) is designed for professionals who have law-related responsibilities and understand the law’s important influence on both your daily job functions and your community at large.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"American\"],\"lastUpdated\":\"2026-06-02T13:55:42.480Z\",\"created\":\"2025-04-07T19:36:28.817Z\",\"hash\":\"6f94eb304241aa0aa4166447b2355c7f3f6827788f87fc3f1e349768ff801622\",\"skills\":[\"Influencing Skills\"],\"skillsData\":[{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"American University\"],\"externalUrl\":\"https://onlinelaw.wcl.american.edu/legal-studies/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=au_mls\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"American University Master of Legal Studies (MLS) online\",\"subheading\":\"Earn an online MLS from American University Washington College of Law , and gain the legal skills you need to help your community or organization make informed decisions.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum: Specializations\",\"productList\":[{\"header\":\"General MLS\",\"description\":\"Gain a comprehensive understanding of legal concepts, legal procedures, and the overall U.S. legal system.\"},{\"header\":\"Health Care Compliance\",\"description\":\"Develop specialized knowledge needed to gain credibility, further the mission of your organization, and advance your career by implementing effective health care compliance programs.\"},{\"header\":\"Technology\",\"description\":\"Cultivate fundamental skills to stay up to date with the rapid growth of technology, and to ensure compliance with the laws surrounding the sharing and accessing of information.\"},{\"header\":\"Cybersecurity\",\"description\":\"Learn to comply with internet law and data regulations, to protect against data exposure, and to navigate the legal and compliance concepts surrounding big data.\"},{\"header\":\"U.S. Legislation\",\"description\":\"Gain an in-depth understanding of the legislative processes and procedures used in state legislatures and local government agencies.\"},{\"header\":\"Business\",\"description\":\"Learn to make more effective business decisions and ensure compliance with the law.\"}],\"introduction\":\"The 30-credit online Master of Legal Studies is designed for professionals — who have law-related responsibilities — and who want to increase their legal knowledge and advance their careers. As a learner in the program, you will learn from world-renowned professors, complete self-paced coursework, and gain hands-on experience during an optional in-person immersion. You can also specialize your degree to align with your specific interests.\\nSpecializations include:\"},\"excludedFromSearch\":false},\"productCreated\":1654864855,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Education\",\"productUuids\":[\"e063e130-dd2b-444a-820a-29a963259796\",\"b201cbf8-8b05-4f3b-8825-f3ddddf6020a\",\"b944d61a-e4d3-433a-bfff-72efa89264ee\",\"b1e90965-b4a0-4ae8-850f-29ee8872eafc\",\"8baf10dd-2d27-4124-8821-ffecc92e9e4b\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"362376bb-6d69-4cca-b9d3-3462391a2b70\",\"productUuid\":\"e063e130-dd2b-444a-820a-29a963259796\",\"objectID\":\"program-e063e130-dd2b-444a-820a-29a963259796\",\"productName\":\"Master of Science in Education in Educational Leadership\",\"productSlug\":\"masters/masters-in-education-online/online-masters-in-educational-leadership/dayton-master-of-science-in-education-in-educational-leadership\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/e063e130-dd2b-444a-820a-29a963259796-a2b8cc3abfb9.png\",\"productType\":\"Masters\",\"attributes\":[\"Education \u0026 Teacher Training\"],\"partnerName\":\"University of Dayton\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/78f5b92e-ba49-4414-9680-7f12ab89e762-93ba68bed4a6.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"No GRE scores are required to apply to University of Dayton's top-ranked online MSE in Educational Leadership program. Prepare to advance in your career and become an effective leader in grades pre-k to 12 with the optional path to principal licensure.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"UDayton\"],\"lastUpdated\":\"2026-06-02T13:55:40.912Z\",\"created\":\"2025-04-07T19:36:28.779Z\",\"hash\":\"ee3e27da357bb9f7652c4771207f6351e156fc26433e0f01bb66b8486ce07cd4\",\"skills\":[\"Early Childhood Education\",\"Educational Leadership\"],\"skillsData\":[{\"skill\":\"Early Childhood Education\",\"category\":\"Education and Training\",\"subcategory\":\"Childhood Education and Development\"},{\"skill\":\"Educational Leadership\",\"category\":\"Education and Training\",\"subcategory\":\"Education Administration\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"University of Dayton\"],\"externalUrl\":\"https://educationonline.udayton.edu/master-in-education-online/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=DAY_EMED\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of Dayton Master of Science in Education (MSE) in Educational Leadership online\",\"subheading\":\"Earn an MSE from the University of Dayton’s School of Education and Health Sciences (SEHS), with an optional path to becoming a licensed principal for your preferred educational setting. Start a career in school administration and leadership, and bring excellence to your organization. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Program tracks\",\"productList\":[{\"header\":\"MSE in Educational Leadership\",\"description\":\"Learners hone their educational leadership skills with the intent to become principals or administrators in Ohio (or in another position that requires a license). This program path totals 30 credits and can be completed in as few as 24 months. There are three concentrations offered: PK-12 Educational Leadership, Literacy, and Higher Education and Student Affairs.\"},{\"header\":\"MSE in Educational Leadership with Principal Licensure\",\"description\":\"This program is designed for administrators or aspiring principals with a master’s degree. Learners combine their MSE in Educational Leadership with the Principal Licensure Program, and complete 42 credits over as few as 30 months.\"},{\"header\":\"Principal Licensure Program\",\"description\":\"This program is meant for learners who have already earned their master’s degree and a professional pupil personnel services license or a standard or a professional teaching license, but who now want to prepare for their principal license. The program counts 18 credits and can be completed in as few as 12 months.\"}],\"introduction\":\"The University of Dayton offers the following three programs: two MSE degrees, and one licensure preparation program. The programs, which can be completed on a full- or part-time basis, are:\"},\"excludedFromSearch\":false},\"productCreated\":1654864929,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"69fb1720-183c-412c-bf9f-92f751915800\",\"productUuid\":\"b201cbf8-8b05-4f3b-8825-f3ddddf6020a\",\"objectID\":\"program-b201cbf8-8b05-4f3b-8825-f3ddddf6020a\",\"productName\":\"Master of Science in Education\",\"productSlug\":\"masters/masters-in-education-online/pepperdine-master-of-science-in-education\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b201cbf8-8b05-4f3b-8825-f3ddddf6020a-90357c77559d.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Pepperdine University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\",\"fullDescription\":\"\",\"shortDescription\":\"This comprehensive program equips professionals from all sectors with inclusive leadership expertise and advanced learning theory — preparing them to seek educational leadership positions in public, private, and not-for-profit organizations.\",\"productOverview\":\"$139\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Pepperdine\"],\"lastUpdated\":\"2026-06-02T13:55:41.856Z\",\"created\":\"2025-04-07T19:36:28.801Z\",\"hash\":\"fdf495ff68c1d7d09eecbb4ae4d8010206437cf6c282a1616f718a633e506c88\",\"skills\":[\"Communication\",\"Critical Thinking\",\"Data Visualization\",\"Entrepreneurial Leadership\",\"Higher Education\",\"Innovation\",\"Leadership\",\"Leadership Studies\",\"Learning Design\",\"Organizational Leadership\",\"Program Design Languages\",\"Virtual Learning Environments\"],\"skillsData\":[{\"skill\":\"Data Visualization\",\"category\":\"Analysis\",\"subcategory\":\"Data Visualization\"},{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Higher Education\",\"category\":\"Education and Training\",\"subcategory\":\"Higher Education\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Learning Design\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Program Design Languages\",\"category\":\"Information Technology\",\"subcategory\":\"System Design and Implementation\"},{\"skill\":\"Organizational Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Virtual Learning Environments\",\"category\":\"Education and Training\",\"subcategory\":\"Education Software and Technology\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Leadership Studies\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Entrepreneurial Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Pepperdine University\"],\"externalUrl\":\"https://gsep.pepperdine.edu/degrees-programs/masters-education.htm\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Pepperdine University Master of Science in Education Online \",\"subheading\":\"The online Master of Science in Education from Pepperdine University isn’t just for teachers. This comprehensive program equips professionals from all sectors with inclusive leadership expertise and advanced learning theory — preparing them to seek educational leadership positions in public, private, and not-for-profit organizations.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Core courses\",\"description\":\"Critical Thinking and Communication (3 credits)Virtual Learning, Collaboration, and Transmedia (3 credits)Ethics, Values, and Inclusion (3 credits)Program Design and Evaluation (3 credits)Applied Analytics and Data Visualization (3 credits)Entrepreneurial Leadership for Innovation and Change (3 credits)Capstone Integration Experience (3 credits)\"},{\"header\":\"Concentration courses\",\"description\":\"The online Master of Science in Education offers four concentrations you can choose from to become the best leader you can be in your industry. For each concentration, you will complete three additional courses. The four concentrations are:Concentration in Leadership in Learning Design and Technology (9 credits total)Concentration in Leadership in Higher Education (9 credits total)Concentration in Leadership in Pre-K to 12 Education (9 credits total)Concentration in Organizational Leadership and Learning (9 credits total)\"},{\"header\":\"Immersion experience (optional)\",\"description\":\"The optional, weekend-long immersion experience takes place on Pepperdine University’s campus in Malibu, California. It serves as a platform for students to engage with peers, faculty, and industry professionals in a collaborative environment. Through community building and engaging sessions, students can deepen their understanding of their field and build meaningful connections.\"}],\"introduction\":\"The online Master of Science in Education has a 30 credit curriculum that takes 15 months to complete part-time. This curriculum is composed of six core courses, three concentration courses, and a final capstone project. You will choose between four concentrations, and have the option to take part in an immersive experience at our Malibu, California campus. \"},\"excludedFromSearch\":false},\"productCreated\":1717085374,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"cd4d8f09-e53a-42ab-82d5-1d8bbf93c231\",\"productUuid\":\"b944d61a-e4d3-433a-bfff-72efa89264ee\",\"objectID\":\"program-b944d61a-e4d3-433a-bfff-72efa89264ee\",\"productName\":\"Master of Arts in Teaching\",\"productSlug\":\"masters/pepperdine-master-of-arts-in-teaching\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b944d61a-e4d3-433a-bfff-72efa89264ee-f7acbe1bd5f5.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Pepperdine University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Pepperdine University believes the purpose of higher education is to develop and equip people of value and virtue, who, in turn, create value and virtue in their communities, nations, and the world. That’s why Pepperdine is committed to the highest standards of academic excellence and Christian values. No matter where you come from or how you study with us — on campus or online — you are welcomed to our community of global scholars who boldly seek to GO THERE.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Pepperdine\"],\"lastUpdated\":\"2026-06-02T13:55:42.303Z\",\"created\":\"2025-04-07T19:36:28.814Z\",\"hash\":\"0901edd7692152e572849de0cef12603c855e08b7c8d505ec48caaff68cc013f\",\"skills\":[\"Clinical Experience\",\"Instructional Design\",\"Literacy\",\"Social Justice\",\"Teaching\"],\"skillsData\":[{\"skill\":\"Instructional Design\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Clinical Experience\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Literacy\",\"category\":\"Language\",\"subcategory\":\"Language Competency\"},{\"skill\":\"Social Justice\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Pepperdine University\"],\"externalUrl\":\"https://gsep.pepperdine.edu/masters-teaching/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Pepperdine University Master of Arts in Teaching (MAT) online\",\"subheading\":\"Are you ready to inspire the next generation of children? Develop the technical and soft skills to become an effective Pre-K to 12 teacher.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Core courses\",\"description\":\"Build a strong foundation in essential topics and skills, including instructional design, and literacy theory and methods. You’ll also explore educational topics such as equity and social justice, address contemporary issues in education, and learn effective strategies for teaching multilingual learners, and creating inclusive classroom environments.\"},{\"header\":\"Specialization-specific courses\",\"description\":\"Tailor your education to align with your chosen career path. These courses provide you with the teaching methods necessary for success in kindergarten and elementary school classrooms, or in middle school and high school settings.\"},{\"header\":\"Hands-on teaching experience\",\"description\":\"This three-part classroom sequence offers a full-time opportunity to engage in your assigned classroom and deliver whole-class instruction under the supervision of certified practitioners. These experiences will occur at different school sites and across various grade levels, ensuring a diverse and comprehensive learning experience.\"}],\"introduction\":\"The 30-credit curriculum provides an excellent professional foundation, combining explorations of theory with practical application. Engaging online instruction is paired with hands-on classroom experience that prepares you to apply for licensure while equipping you with the skills and tools needed to become an effective teacher.\\n\\nYou will complete six core courses, two specialization-specific courses, and three clinical experience rotations in a classroom — to meet a minimum of 600 California-mandated hours. \"},\"excludedFromSearch\":false},\"productCreated\":1724685565,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"25bdc745-2eaf-4f6f-ab19-3c23bb1975b2\",\"productUuid\":\"b1e90965-b4a0-4ae8-850f-29ee8872eafc\",\"objectID\":\"program-b1e90965-b4a0-4ae8-850f-29ee8872eafc\",\"productName\":\"Master of Science in Occupational Therapy\",\"productSlug\":\"masters/russell-sage-college-master-of-science-in-occupational-therapy\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b1e90965-b4a0-4ae8-850f-29ee8872eafc-c3eec73694fe.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Russell Sage College\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/fd88de79-ea3d-4ffd-8bfc-5c78aa251350-bdd019c97788.png\",\"fullDescription\":\"\",\"shortDescription\":\"With a master’s in Occupational Therapy, you’ll help individuals who are recovering from an illness or an injury to return to activities that are important to them.\",\"productOverview\":\"$13a\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"RussellSageCollege\"],\"lastUpdated\":\"2026-06-02T13:55:41.652Z\",\"created\":\"2025-04-07T19:36:28.806Z\",\"hash\":\"a3c6f1e141bbc6158ab14669e0da9dde5dee07dcbb4c90fe9d0f235e5b030e16\",\"skills\":[\"Clinical Reasoning\",\"Nursing Homes\",\"Occupational Therapy\",\"Rehabilitation\",\"Research Experiences\"],\"skillsData\":[{\"skill\":\"Research Experiences\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Nursing Homes\",\"category\":\"Health Care\",\"subcategory\":\"Home Health Care and Assisted Living\"},{\"skill\":\"Rehabilitation\",\"category\":\"Health Care\",\"subcategory\":\"Rehabilitation\"},{\"skill\":\"Occupational Therapy\",\"category\":\"Health Care\",\"subcategory\":\"Physical Therapy\"},{\"skill\":\"Clinical Reasoning\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":false,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Russell Sage College\"],\"externalUrl\":\"https://www.sage.edu/academics/programs/occupational-therapy-ms/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1700587757,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"d21902ff-7739-427e-b80f-f2f6c72521e5\",\"productUuid\":\"8baf10dd-2d27-4124-8821-ffecc92e9e4b\",\"objectID\":\"program-8baf10dd-2d27-4124-8821-ffecc92e9e4b\",\"productName\":\"Master of Education in Educational Leadership\",\"productSlug\":\"masters/masters-in-education-online/online-masters-in-educational-leadership/hawaii-pacific-master-of-education-in-educational-leadership\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/8baf10dd-2d27-4124-8821-ffecc92e9e4b-51808e2abe06.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Hawai‘i Pacific University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/753a8147-5768-46e7-b085-7f0d36e83614-329156d5c3d2.png\",\"fullDescription\":\"\",\"shortDescription\":\"Activate transformative change in classrooms, schools, and higher education institutions as a reflective and socially responsible leader.\",\"productOverview\":\"Hawaiian-inspired values: Become a more reflective and socially responsible educator by embracing the native Hawaiian values of Pono, Kuleana, and Aloha. \\r\\nProject-based M.Ed.: Practice using new technologies and instructional strategies during  hands-on projects.\\r\\nTwo concentration options: Grow into the leader you want to be by choosing a concentration in educational leadership or instructional design.\\r\\nThe 33-credit curriculum combines 11 courses, two concentration options, several hands-on projects, and a capstone research project. You’ll become a more informed and socially responsible educator by studying current issues and trends in educational leadership such as diversity, social change, technology, budgeting, and legal issues. After you graduate, you’ll have a firm grip on how to use instructional strategies and the latest technology tools to deliver inclusive, transformative learning experiences.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"HPU\"],\"lastUpdated\":\"2026-06-02T13:55:41.386Z\",\"created\":\"2025-04-07T19:36:28.773Z\",\"hash\":\"a52b03fe6ab1a0c91390b4d658ce3e7487a751f3d07b9de7034c59e460ffcb77\",\"skills\":[\"Budget Analysis\",\"Budgeting\",\"Child Development\",\"Communication\",\"Critical Thinking\",\"Education Policy\",\"Educational Assessment\",\"Educational Leadership\",\"Innovation\",\"Instructional Design\",\"Instructional Strategies\",\"Leadership\",\"Planning\",\"Problem Solving\",\"Research\",\"Self-Motivation\",\"Social Change\",\"Teaching\",\"Training And Development\"],\"skillsData\":[{\"skill\":\"Educational Leadership\",\"category\":\"Education and Training\",\"subcategory\":\"Education Administration\"},{\"skill\":\"Training And Development\",\"category\":\"Human Resources\",\"subcategory\":\"Employee Training\"},{\"skill\":\"Child Development\",\"category\":\"Education and Training\",\"subcategory\":\"Childhood Education and Development\"},{\"skill\":\"Educational Assessment\",\"category\":\"Education and Training\",\"subcategory\":\"Student Support and Services\"},{\"skill\":\"Instructional Design\",\"category\":\"Education and Training\",\"subcategory\":\"Instructional and Curriculum Design\"},{\"skill\":\"Budgeting\",\"category\":\"Finance\",\"subcategory\":\"Budget Management\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"},{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Education Policy\",\"category\":\"Education and Training\",\"subcategory\":\"Education Administration\"},{\"skill\":\"Budget Analysis\",\"category\":\"Finance\",\"subcategory\":\"Budget Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Instructional Strategies\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Self-Motivation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Social Change\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Planning\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":false,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Hawai‘i Pacific University\"],\"externalUrl\":\"https://www.hpu.edu/cps/education/me-educational-leader.html\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Hawai‘i Pacific University Master of Education in Educational Leadership online\",\"subheading\":\"Activate transformative change in classrooms, schools, and higher education institutions as a reflective and socially responsible leader.  \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"A self-reflective, leadership-focused curriculum\",\"productList\":[{\"header\":\"Instructional Design\",\"description\":\"This concentration addresses instructional design, theory and practice of e-learning, and multimedia strategies for instructional media. You’ll be prepared to become a leader in training, development, and innovative teaching.\"},{\"header\":\"Educational Leadership\",\"description\":\"This concentration explores educational assessment, teacher leadership, budget analysis and planning, and educational law. You’ll be prepared to become a leader in administration and policy.\"}],\"introduction\":\"$13b\"},\"excludedFromSearch\":false},\"productCreated\":1708702493,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Nursing\",\"productUuids\":[\"fdcd0ca4-34b9-4373-9a5f-a357d13156be\",\"a2176c91-d3b8-47f2-8ded-f5587026f396\",\"0890de3f-7556-4089-ae2d-7a945f6f6a7d\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:3:subcategories:0:products:1\",{\"id\":\"a0109a06-774d-4b20-83b6-2204895e49f9\",\"productUuid\":\"a2176c91-d3b8-47f2-8ded-f5587026f396\",\"objectID\":\"program-a2176c91-d3b8-47f2-8ded-f5587026f396\",\"productName\":\"Master of Science in Nursing\",\"productSlug\":\"masters/online-msn-programs/georgetown-master-of-science-in-nursing\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/a2176c91-d3b8-47f2-8ded-f5587026f396-d7f28baa0ac8.png\",\"productType\":\"Masters\",\"attributes\":[\"Medicine\"],\"partnerName\":\"Georgetown University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/300a9275-e360-4599-92db-8c2222d5f614-712b2867e667.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Nursing@Georgetown enables RNs to earn their MS in Nursing online from Georgetown University. Through a research-based curriculum and hands-on clinical experiences, the program prepares students to pursue certification in an APRN specialty area and provide specialized care for patients in their communities. BSN required.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"GeorgetownX\"],\"lastUpdated\":\"2026-06-02T13:55:42.125Z\",\"created\":\"2025-04-07T19:36:28.778Z\",\"hash\":\"1d9e5978157d39aa4ab38dc88045de2d30addce774f92029080af3ce7a12011a\",\"skills\":[\"Advanced Practice Registered Nurse\",\"Bachelor Of Science in Nursing (BSN)\",\"Nursing\",\"Research\"],\"skillsData\":[{\"skill\":\"Nursing\",\"category\":\"Health Care\",\"subcategory\":\"Nursing and Patient Care\"},{\"skill\":\"Bachelor Of Science in Nursing (BSN)\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Advanced Practice Registered Nurse\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Georgetown University\"],\"externalUrl\":\"https://online.nursing.georgetown.edu/academics/family-nurse-practitioner-fnp/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=gu_fnp\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Georgetown University Master of Science degree in Nursing online\",\"subheading\":\"Ground your nursing practice in cura personalis, the care and development of the whole person — earn a Master of Science degree in Nursing at Berkley School of Nursing at Georgetown University. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Program specializations\",\"productList\":[{\"header\":\"Family Nurse Practitioner (FNP)\",\"description\":\"Prepare to work in primary care settings, serving as the primary care provider, and managing the care of families and individuals, preventing disease and promoting health.\"},{\"header\":\"Women’s Health Nurse Practitioner (WHNP)\",\"description\":\"Become a care provider offering primary, gynecologic, and reproductive care across the lifespan.\"},{\"header\":\"Nurse-midwifery/Women’s Health Nurse Practitioner (NW/WHNP)\",\"description\":\"Bring primary care services to people throughout their lifespan; reproductive healthcare from pregnancy, labor, birth, and postpartum; gynecological and sexual healthcare; family planning; preconception care; and the care of newborns up to a month old. Midwives provide healthcare in a safe, comprehensive, and culturally-responsive manner to people of all sexual orientations and transgender and gender non-binary (TGNB) people.\"},{\"header\":\"Adult-Gerontology Acute Care Nurse Practitioner (AG-ACNP)\",\"description\":\"Build on your previous acute-care experience, and learn to perform — at a higher level — direct patient management in complex and acute settings. (Learners in the track must have previous acute-care experience.)\"}],\"introduction\":\"Georgetown University’s online MS in Nursing program features many routes to help their learners excel. Upon completing their degree, learners are prepared to provide the best care possible to their chosen populations. Applicants must be registered nurses in the U.S. All applicants must hold, also, either a Bachelor of Science in Nursing (BSN) degree or a CNL/entry-level MSN from a program accredited by the CCNE or the Accreditation Commission for Education in Nursing (ACEN).\\n \\nDepending on the tract, it may take anywhere from 23 to 27 months to complete the MSN degree with 40 to 49 credit hours. All programs are offered on a part-time basis, with the addition to the FNP program offered on a full-time basis. Once completed, learners will have earned a Master of Science degree in Nursing, accredited by the CCNE.\\n\\nThe four online MS in Nursing specializations are:\\n\"},\"excludedFromSearch\":false},\"productCreated\":1654161034,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"b6b05d60-b21f-4f42-acd7-458cab431a4b\",\"productUuid\":\"0890de3f-7556-4089-ae2d-7a945f6f6a7d\",\"objectID\":\"program-0890de3f-7556-4089-ae2d-7a945f6f6a7d\",\"productName\":\"Master of Science in Nursing - FNP\",\"productSlug\":\"masters/online-msn-programs/online-fnp-programs/simmons-master-of-science-in-nursing-fnp\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/0890de3f-7556-4089-ae2d-7a945f6f6a7d-49998d73fbad.png\",\"productType\":\"Masters\",\"attributes\":[\"Medicine\"],\"partnerName\":\"Simmons University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/78fe11c7-e0da-4425-afb6-3d74bfb4f606-ad36acd8a318.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Simmons University's online Nursing@Simmons program offers currently licensed RNs an opportunity to earn their Master of Science in Nursing (MSN) to become Family Nurse Practitioners. The online MSN program is designed for RNs who already hold a bachelor's degree, preferably a Bachelor of Science in Nursing (BSN). \",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Simmons\"],\"lastUpdated\":\"2026-06-02T13:55:41.746Z\",\"created\":\"2025-04-07T19:36:28.774Z\",\"hash\":\"08c97072816ece8157608370ba90b168cf430addda9b37d53ef6084d8dcee036\",\"skills\":[\"ANCC Certified\",\"Bachelor Of Science in Nursing (BSN)\",\"Chronic Care\",\"Disease Prevention\",\"Health Administration\",\"Health Equity\",\"Health Promotion\",\"Master Of Science in Nursing (MSN)\",\"Mental Health\",\"Nursing\",\"Psychiatric-Mental Health Nurse Practitioner\",\"Psychiatry\",\"Social Justice\",\"Treatment Planning\"],\"skillsData\":[{\"skill\":\"Master Of Science in Nursing (MSN)\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Treatment Planning\",\"category\":\"Health Care\",\"subcategory\":\"General Medicine\"},{\"skill\":\"Mental Health\",\"category\":\"Health Care\",\"subcategory\":\"Mental Health Diseases and Disorders\"},{\"skill\":\"Disease Prevention\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Health Equity\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Health Administration\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"},{\"skill\":\"Nursing\",\"category\":\"Health Care\",\"subcategory\":\"Nursing and Patient Care\"},{\"skill\":\"ANCC Certified\",\"category\":\"Health Care\",\"subcategory\":\"Nursing and Patient Care\"},{\"skill\":\"Chronic Care\",\"category\":\"Health Care\",\"subcategory\":\"Nursing and Patient Care\"},{\"skill\":\"Psychiatry\",\"category\":\"Health Care\",\"subcategory\":\"Mental and Behavioral Health Specialties\"},{\"skill\":\"Health Promotion\",\"category\":\"Health Care\",\"subcategory\":\"Patient Education and Support\"},{\"skill\":\"Psychiatric-Mental Health Nurse Practitioner\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Bachelor Of Science in Nursing (BSN)\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Social Justice\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Simmons University\"],\"externalUrl\":\"https://online.simmons.edu/masters/fnp/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=SC_FNP\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Simmons University Master of Science in Nursing (MSN) Programs online\",\"subheading\":\"Prepare to raise the standard of patient care with the Simmons School of Nursing’s online Master of Science in Nursing (MSN) programs — designed for licensed registered nurses (RNs). Become a Family Nurse Practitioner (FNP) or Psychiatric Mental Health Nurse Practitioner (PMHNP), and make a lasting, positive impact on patients across their lifespan.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"MSN program options\",\"productList\":[{\"header\":\"MSN-FNP\",\"description\":\"This program is designed for RNs with a bachelor’s degree in nursing. The 47-credit curriculum prepares learners to initiate and manage patients’ treatment plans; provide diagnoses and prescribe medication; focus on disease prevention and health management; and improve the lives of patients and communities through health promotion. After graduation, learners are eligible to sit for the American Nurses Credentialing Center (ANCC) board certification exam to become an FNP. Upon certification, learners are eligible to pursue licensure in their state of choice.\"},{\"header\":\"MSN-PMHNP\",\"description\":\"This program is designed for RNs with a bachelor’s degree in nursing who wish to fill the substantial gap in access to mental health care brought on by the national mental health provider shortagetype: embedded-entry-inline id: 27UilhWyTKkp4XJ1QQ7ox2. The 49-credit curriculum explores psychiatric issues from a health-equity and social-justice lens, and trains learners to consider individual experiences, family dynamics, and community as important factors in mental health treatment. After graduation, learners are eligible to sit for the ANCC Psychiatric Mental Health Nurse Practitioner board certification exam to become PMHNP-BCs™. Upon certification, learners are eligible to pursue licensure in their state of choice.\"},{\"header\":\"MSN, Leadership\",\"description\":\"This program is designed for RNs with a bachelor’s degree in nursing who aspire to fill a nursing leadership role and are looking for alternative options within the nursing field. The 34-credit curriculum applies leadership concepts through real-world settings and covers topics such as health care economics, quality improvement, and informatics. Learners gain advanced knowledge in nursing leadership theory, explore the evolution of nursing as a profession, and master essential management skills like planning, organizing, and directing. Upon graduation, learners will be prepared to address complex health care challenges, ensuring high-quality and equitable patient care while leveraging technology to improve outcomes.\"}],\"introduction\":\"No matter which online MSN program you choose, you will benefit from a dynamic blend of live, online courses with expert faculty; interactive, self-paced coursework; and hands-on clinical experiences. \\n\\nLearn more about the three online MSN programs: \"},\"excludedFromSearch\":false},\"productCreated\":1654864889,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Speech\",\"productUuids\":[\"fbec17ab-a5db-4b44-b81a-a2ff30b3b9e3\",\"58617e13-78f5-42db-8634-ced77963c170\",\"a97f4eb0-2286-4417-84c7-500b3f01a393\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"53f1e8d1-be3e-433a-8b25-fe86dc86918a\",\"productUuid\":\"fbec17ab-a5db-4b44-b81a-a2ff30b3b9e3\",\"objectID\":\"program-fbec17ab-a5db-4b44-b81a-a2ff30b3b9e3\",\"productName\":\"Master of Science in Speech-Language Pathology\",\"productSlug\":\"masters/pepperdine-master-of-science-in-speech-language-pathology\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/fbec17ab-a5db-4b44-b81a-a2ff30b3b9e3-527153c0fa30.jpg\",\"productType\":\"Masters\",\"attributes\":null,\"partnerName\":\"Pepperdine University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/9028c889-8b76-4d81-a7ec-622c024550ef-820f45a8df63.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Prepare for a career as a speech-language pathologist with a robust, innovative curriculum that is rooted in Christian values, while studying either full time or part time.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Pepperdine\"],\"lastUpdated\":\"2026-06-02T13:55:41.853Z\",\"created\":\"2025-04-07T19:36:28.790Z\",\"hash\":\"3e643b7c493ef709d80d89519c13eb976b77b5c61485cfeacddc8a185edef646\",\"skills\":[\"Communication\",\"Compassion\",\"Pediatrics\",\"Simulations\",\"Speech-Language Pathology\",\"Swallowing Disorders\"],\"skillsData\":[{\"skill\":\"Swallowing Disorders\",\"category\":\"Health Care\",\"subcategory\":\"Speech Language Pathology\"},{\"skill\":\"Pediatrics\",\"category\":\"Health Care\",\"subcategory\":\"Pediatrics\"},{\"skill\":\"Simulations\",\"category\":\"Engineering\",\"subcategory\":\"Simulation and Simulation Software\"},{\"skill\":\"Speech-Language Pathology\",\"category\":\"Health Care\",\"subcategory\":\"Speech Language Pathology\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Compassion\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":false,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Pepperdine University\"],\"externalUrl\":\"https://slp.pepperdine.edu/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Pepperdine University Master of Science in Speech-Language Pathology online\",\"subheading\":\"Prepare for a career as a speech-language pathologist with a robust, innovative curriculum that is rooted in Christian values, while studying either full time or part time.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Core master’s courses\",\"description\":\"Complete 22 online courses covering speech-language pathology, from prevention to treatment of communication and swallowing disorders in both pediatric and adult populations.\"},{\"header\":\"Onsite experiences\",\"description\":\"Connect with your Pepperdine University SLP peers and faculty mentor at orientation, gain hands-on experience through simulations, and participate in the graduation ceremony through three on-campus sessions.\"},{\"header\":\"Clinical practicums\",\"description\":\"Experience a comprehensive clinical practicum with 400+ supervised hours across five courses, including simulation-based training and placements in diverse settings for both pediatric and adult populations.\"},{\"header\":\"Foundational courses\",\"description\":\"Depending upon prior course work, students may be required to complete all foundational courses before beginning the program.\"}],\"introduction\":\"The online Master of Science in Speech-Language Pathology curriculum progresses from fundamental knowledge to advanced practices and competencies, preparing you to care for patients of all ages across the entire care spectrum. Through engaging, online learning courses, three onsite experiences at the Pepperdine Calabasas Campus, and clinical field practicums, you’ll develop the skills to become a compassionate, expert speech-language pathologist ready to serve your community. All courses and clinical requirements are designed to meet American Speech-Language-Hearing Association (ASHA) and Council on Academic Accreditation (CAA) requirements.\"},\"excludedFromSearch\":false},\"productCreated\":1732658460,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"d6a2ad5d-92fa-4d96-9801-5ccfde1f2221\",\"productUuid\":\"58617e13-78f5-42db-8634-ced77963c170\",\"objectID\":\"program-58617e13-78f5-42db-8634-ced77963c170\",\"productName\":\"Master of Science in Communicative Sciences and Disorders\",\"productSlug\":\"masters/online-slp-programs/nyu-master-of-science-in-communicative-sciences-and-disorders\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/58617e13-78f5-42db-8634-ced77963c170-c7ca205fbe19.png\",\"productType\":\"Masters\",\"attributes\":[\"Communication\"],\"partnerName\":\"New York University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/58617e13-78f5-42db-8634-ced77963c170-99f6403be1c9.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"NYU Steinhardt’s online MS program in Communicative Sciences and Disorders provides aspiring speech-language pathologists with a comprehensive professional education that integrates evidence-based methodology and research. As a Speech@NYU student, you’ll experience a combination of real-world clinical training, interactive online classes, and course work that can be completed based on your schedule. Upon graduation, you’ll be prepared to work as an SLP in a variety of capacities, including diagnosing, treating, teaching, or researching communicative disorders.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"NYUx\"],\"lastUpdated\":\"2026-06-02T13:55:42.479Z\",\"created\":\"2025-04-07T19:36:28.811Z\",\"hash\":\"1111c0db3067b101d3c1d1cbfe93ffa926e106b1714c88cc167c403844f4100e\",\"skills\":[\"Communication Disorders\",\"Research\",\"Speech-Language Pathology\",\"Teaching\"],\"skillsData\":[{\"skill\":\"Speech-Language Pathology\",\"category\":\"Health Care\",\"subcategory\":\"Speech Language Pathology\"},{\"skill\":\"Teaching\",\"category\":\"Education and Training\",\"subcategory\":\"Teaching\"},{\"skill\":\"Communication Disorders\",\"category\":\"Health Care\",\"subcategory\":\"Speech Language Pathology\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":\"https://prod-discovery.edx-cdn.org/organization/logo_override/58617e13-78f5-42db-8634-ced77963c170-99f6403be1c9.png\",\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"New York University\"],\"externalUrl\":\"https://speech.steinhardt.nyu.edu/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=NYU_Speech\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"management\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"New York University master’s in speech-language pathology (Speech@NYU) online\",\"subheading\":\"Pursue a fulfilling career after earning an online Speech-Language Pathology Master’s degree while studying either full time or part time.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Bilingual Extension Track\",\"productList\":[{\"header\":\"Students should pursue the BET if they\",\"description\":\"Can travel to NYC. Students who pursue the BET complete at least 50 direct clinical contact hours in New York City for as many as five days a week.Intend to practice with pediatric populations. The program focuses on pediatric groups ages 3-21 years in NYSED-funded agencies and programs.Self-identify as a bilingual or multilingual communicator. American Sign Language and other signed communication codes are not included in the NYS certification pathway. Students interested in the BET track should express interest in this particular track on their application for admission into the CSD program.\"}],\"introduction\":\"TEMP\"},\"excludedFromSearch\":false},\"productCreated\":1654864874,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:3:subcategories:6:products:2\"]}]},{\"key\":\"$undefined\",\"productType\":\"Bachelors\",\"categoryLabel\":\"Bachelor's Degrees\",\"subcategories\":[{\"subcategoryLabel\":\"Featured\",\"productUuids\":[\"e142c492-9bc0-4830-b8a7-73fb5e099fdb\",\"f9414209-c0ac-4572-bb46-2dde155f3a22\",\"f55b0dd1-04fe-45bb-b3f6-1c0984955a6e\",\"e12f1b04-509a-4db9-9c83-365be14558ca\",\"7f9a65f5-45ec-4106-bf78-21331f3bdaa4\",\"e19fefa8-ab16-4338-9790-73e16e6a10f8\",\"2b7cf950-f3d6-4b6b-8ef0-8e6349fb5e25\",\"dab6fa28-6934-4b27-bba7-6d431df53052\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"0d389935-7da3-450c-85fd-916d7e7c6b58\",\"productUuid\":\"f9414209-c0ac-4572-bb46-2dde155f3a22\",\"objectID\":\"program-f9414209-c0ac-4572-bb46-2dde155f3a22\",\"productName\":\"Bachelor of Science in Economics and Finance\",\"productSlug\":\"bachelors/universityoflondon-bachelor-of-science-in-economics-and-finance\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/f9414209-c0ac-4572-bb46-2dde155f3a22-5b43b79901c2.png\",\"productType\":\"Bachelors\",\"attributes\":[\"Economics \u0026 Finance\"],\"partnerName\":\"University of London\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/5427ee88-6dba-46ff-8ed8-87b71e3234da-0af1465ab67e.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The BSc Economics and Finance programme from the University of London gives you the economic reasoning, quantitative skills and institutional knowledge to solve practical problems in economics and finance. This online programme is designed by academics from the London School of Economics and Political Science (LSE), home to globally renowned finance and economics departments.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"\"]}],\"partnerKeys\":[\"LSE\",\"UniversityofLondon\"],\"lastUpdated\":\"2026-06-02T13:55:41.761Z\",\"created\":\"2025-04-07T19:36:28.793Z\",\"hash\":\"d457efd4a019fd308a50f0a1b9c316c269de46f279fc4e85ac606fd78532ed5e\",\"skills\":[\"Economics\",\"Finance\",\"Political Sciences\"],\"skillsData\":[{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The London School of Economics and Political Science\",\"University of London\"],\"externalUrl\":\"https://programs.edx.org/requestinfo/lse?utm_source=edx\u0026utm_medium=referral\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of London’s online BSc Economics and Finance\",\"subheading\":\"Ready yourself for a career in economics and finance. Gain the skills and knowledge you need to pursue careers such as an economist, stockbroker, financial advisor and more. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Understand theories\",\"description\":\"of decision-making, risk management and financial market behaviour.\"},{\"header\":\"Use analytical and quantitative methods\",\"description\":\"to address a range of social challenges, economic and financial issues, and contemporary policy questions.\"},{\"header\":\"Construct sophisticated arguments\",\"description\":\"informed by financial data and economic principles.\"}],\"introduction\":\"The LSE Departments of Finance and Economics are ranked #8 for accounting and finance and economics and econometrics. The courses in this programme are designed with intention by academics who are leading research in their fields – research that shapes policy, industry and society. The maximum registration period is six years, but you should aim to complete your programme within three to four years.\\n\\nThroughout the 12-course programme, you’ll:\"},\"excludedFromSearch\":false},\"productCreated\":1654864940,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"16ccfe1c-d1a2-40ed-b1f1-e669ae153490\",\"productUuid\":\"f55b0dd1-04fe-45bb-b3f6-1c0984955a6e\",\"objectID\":\"program-f55b0dd1-04fe-45bb-b3f6-1c0984955a6e\",\"productName\":\"Bachelor of Science in Healthcare Management\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-science-in-healthcare-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/f55b0dd1-04fe-45bb-b3f6-1c0984955a6e-5d9ae9e23e77.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"As the demand for healthcare grows, so does the need for qualified \\r\\nprofessionals who understand the business of healthcare and how to keep its \\r\\nday-to-day services operating smoothly.That’s why Maryville University \\r\\ndesigned its online bachelor’s in healthcare management for future \\r\\nhealthcare leaders who aspire to lead across a variety of settings. Our \\r\\ndynamic curriculum puts insights into context through courses such as \\r\\nFinancial Management in Healthcare, Software and Technology in Healthcare, \\r\\nand Patient Partnerships and Population Health Management. Graduates can \\r\\nenter the field — or advance their existing careers — with strategic \\r\\nhealthcare insights informed by a strong business core.Additionally, \\r\\nstudents can choose to pursue an optional certificate in senior living \\r\\nmanagement and prepare for leadership roles that help redefine senior care \\r\\nfor the needs and desires of today’s older adults.Get Curriculum Details\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.668Z\",\"created\":\"2025-04-07T19:36:28.784Z\",\"hash\":\"8df3c533f4df2068d481c895a223c5be1fbd4c2edeea77f9cf3bb8c2ee93340f\",\"skills\":[\"Elderly Care\",\"Financial Management\",\"Health Administration\",\"Leadership\",\"Management\",\"Medical Software\",\"Population Health\",\"Senior Living\"],\"skillsData\":[{\"skill\":\"Health Administration\",\"category\":\"Health Care\",\"subcategory\":\"Health Care Administration\"},{\"skill\":\"Population Health\",\"category\":\"Health Care\",\"subcategory\":\"Public Health and Disease Prevention\"},{\"skill\":\"Financial Management\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Medical Software\",\"category\":\"Health Care\",\"subcategory\":\"Medical Equipment and Technology\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Senior Living\",\"category\":\"Health Care\",\"subcategory\":\"Geriatrics\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Elderly Care\",\"category\":\"Health Care\",\"subcategory\":\"Geriatrics\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/healthcare-management/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Science in Healthcare Management online\",\"subheading\":\"Prepare for healthcare leadership roles that will ultimately help transform the industry. Deepen your understanding of healthcare systems and management principles, and develop the skills needed to effectively oversee healthcare facilities.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum \",\"productList\":[{\"header\":\"Participate in an on-site practicum\",\"description\":\"Gain 50 hours of hands-on experience over seven weeks, and graduate ready to pursue a fulfilling healthcare career.\"},{\"header\":\"Complete an optional certificate\",\"description\":\"Start a path toward caring for the elderly and expand your knowledge with an optional senior living management certificate.\"},{\"header\":\"Gain skills to improve patient outcomes\",\"description\":\"Learn how to provide strategic direction and support to divisions, departments, units, or services within healthcare facilities.\"}],\"introduction\":\"In the Bachelor of Science in Healthcare Management program, you’ll develop and enhance the skills to help you pursue a career in areas such as public relations, social media, marketing, community relations, event planning, or fundraising. As you study, you’ll develop skills in professionalism, communication, healthcare compliance, and population health management. \"},\"excludedFromSearch\":false},\"productCreated\":1698360258,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"9f45a8f2-d3b4-4c17-a24b-d6a2b242eb1d\",\"productUuid\":\"e19fefa8-ab16-4338-9790-73e16e6a10f8\",\"objectID\":\"program-e19fefa8-ab16-4338-9790-73e16e6a10f8\",\"productName\":\"Bachelor of Arts in General Studies\",\"productSlug\":\"bachelors/maryville-bachelor-of-arts-in-general-studies\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/e19fefa8-ab16-4338-9790-73e16e6a10f8-151cf22a57f8.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Looking to ignite or advance your career in the rapidly growing healthcare \\r\\nfield? Maryville University’s online bachelor’s degree in general studies \\r\\nwith a concentration in healthcare can help you gain the skills and \\r\\nknowledge to qualify for myriad jobs in nonclinical areas such as public \\r\\nhealth, management, education, and administration.By the time you graduate, you’ll possess a broad, high-level perspective on \\r\\nhealthcare, as well as deeper knowledge in a specialized area of your \\r\\nchoice..Get Curriculum Details\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:40.912Z\",\"created\":\"2025-04-07T19:36:28.782Z\",\"hash\":\"4bb00c4668f119f8f46f2731ec0403e4bcff624bfa5eb246e5fac360c45f57ff\",\"skills\":[\"Management\"],\"skillsData\":[{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/general-studies-healthcare/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Arts in General Studies with a Healthcare Concentration online\",\"subheading\":\"Gain the skills to make a positive, meaningful impact as a non-clinical healthcare professional.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Health science core courses\",\"description\":\"Study high-level healthcare topics such as anatomy and physiology, statistics, nutrition, and human development.\"},{\"header\":\"Healthcare concentration courses\",\"description\":\"Learn more about the foundational concepts important to non-clinical healthcare and operations roles, and develop skills in professionalism and communication, counseling, and software and technology.\"},{\"header\":\"Professional exploration courses\",\"description\":\"Choose electives from various healthcare profession disciplines, including gerontology, mental health, exercise science, and communication disorders.\"}],\"introduction\":\"The online bachelor’s in general studies with a healthcare concentration is a 128-credit program. It offers a versatile curriculum that you can customize according to your interests and career aspirations. The curriculum includes general education courses (30 credits), health science (general healthcare) core courses (20 credits), healthcare concentration courses (30 credits), professional exploration courses (18 credits), and general electives (30 credits).\"},\"excludedFromSearch\":false},\"productCreated\":1698359971,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"379bd069-f8de-4567-bb9f-541a1ddc371e\",\"productUuid\":\"2b7cf950-f3d6-4b6b-8ef0-8e6349fb5e25\",\"objectID\":\"program-2b7cf950-f3d6-4b6b-8ef0-8e6349fb5e25\",\"productName\":\"Bachelor of Arts in Applied Management Studies\",\"productSlug\":\"bachelors/business/morehouse-bachelor-of-arts-in-applied-management-studies\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/2b7cf950-f3d6-4b6b-8ef0-8e6349fb5e25-339f8b42a0cf.png\",\"productType\":\"Bachelors\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"Morehouse College\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/d9255a59-7664-4d5d-b8bc-9fb92d01d3f1-8bd97b4342b9.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Today’s organizations demand agile leaders and critical thinkers who can provide creative solutions to global business challenges and embrace opportunities to leverage change. With a 150-year legacy of preparing Black men to lead with excellence, compassion, integrity, and innovation, Morehouse College will help you manage the most complex corporate or entrepreneurial situations.\\r\\n\\r\\nAs a student in our online Bachelor of Arts in Business Administration with a management concentration, you will develop a strong general business foundation, master creative problem-solving, and learn how to apply the principles of ethical leadership to real-world situations.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Morehouse\"],\"lastUpdated\":\"2026-06-02T13:55:42.033Z\",\"created\":\"2025-04-07T19:36:28.815Z\",\"hash\":\"026ca6d5f867781b1850ec91de239435c277d9d98e645a71320dd01b33024d92\",\"skills\":[\"Agile Methodology\",\"Business Administration\",\"Communication\",\"Compassion\",\"Creative Problem Solving\",\"Decision Theories\",\"Entrepreneurship\",\"Ethical Leadership\",\"Finance\",\"Hire Purchase\",\"Human Resource Management\",\"Innovation\",\"Labor Economics\",\"Leadership\",\"Loans\",\"Management\",\"Marketing Management\",\"Organizational Theories\",\"Research\"],\"skillsData\":[{\"skill\":\"Organizational Theories\",\"category\":\"Business\",\"subcategory\":\"Business Strategy\"},{\"skill\":\"Decision Theories\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"},{\"skill\":\"Entrepreneurship\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Finance\",\"category\":\"Finance\",\"subcategory\":\"Financial Accounting\"},{\"skill\":\"Leadership\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Creative Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Communication\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Communication\"},{\"skill\":\"Marketing Management\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"},{\"skill\":\"Labor Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Human Resource Management\",\"category\":\"Human Resources\",\"subcategory\":\"Human Resources Management and Planning\"},{\"skill\":\"Loans\",\"category\":\"Finance\",\"subcategory\":\"General Lending\"},{\"skill\":\"Agile Methodology\",\"category\":\"Information Technology\",\"subcategory\":\"Agile Software Development\"},{\"skill\":\"Business Administration\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Compassion\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Social Skills\"},{\"skill\":\"Hire Purchase\",\"category\":\"\",\"subcategory\":\"\"},{\"skill\":\"Ethical Leadership\",\"category\":\"Business\",\"subcategory\":\"Business Leadership\"},{\"skill\":\"Research\",\"category\":\"Science and Research\",\"subcategory\":\"Research Methodology\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Morehouse College\"],\"externalUrl\":\"https://online.morehouse.edu/bachelors/online-business-administration-degree/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=MC_bba\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Morehouse College Undergraduate Online, B.A. in Applied Management Studies\",\"subheading\":\"Discover an institution and online community dedicated to celebrating and developing Black men. The Morehouse undergraduate program, and specifically the online Bachelor of Arts in Applied Management Studies, empowers Black men of all ages to lead with excellence, compassion, integrity, and innovation, and to provide creative solutions to local and global business challenges. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum spotlight\",\"productList\":[{\"header\":\"Explore a variety of management concentration courses, such as\",\"description\":\"Data Analytics and Modeling, Management Decision Science, Leadership and Professional Development, Human Resources Management, and Business Policy and Strategy.\"},{\"header\":\"Explore a variety of management elective courses, such as\",\"description\":\"Entrepreneurship, Organizational Theory, Leadership for 21st Century Organizations, Marketing Management and Labor Economics.\"}],\"introduction\":\"The online Bachelor’s in Applied Management Studies from Morehouse College allows you to complete or fully earn your undergraduate degree, and gain the type of experience that will enrich your professional and personal life. As a learner, you will: \"},\"excludedFromSearch\":false},\"productCreated\":1654864871,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"761cf716-7303-4efa-83fe-38761e84e2a5\",\"productUuid\":\"dab6fa28-6934-4b27-bba7-6d431df53052\",\"objectID\":\"program-dab6fa28-6934-4b27-bba7-6d431df53052\",\"productName\":\"Bachelor of Social Work\",\"productSlug\":\"bachelors/bachelor-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/dab6fa28-6934-4b27-bba7-6d431df53052-c8975b56a604.png\",\"productType\":\"Bachelors\",\"attributes\":[\"Social Sciences\"],\"partnerName\":\"Simmons University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/78fe11c7-e0da-4425-afb6-3d74bfb4f606-ad36acd8a318.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Women with 30+ prior college credits or an associate degree: Complete your bachelor’s degree in a supportive online program for women. Simmons University has been empowering women for 100+ years — and offering innovative online degree programs since 2013.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Simmons\"],\"lastUpdated\":\"2026-06-02T13:55:40.914Z\",\"created\":\"2025-04-07T19:36:28.814Z\",\"hash\":\"3ad496f91651599db6eac6cc9c840d75716e9fb4f111dd4ee2103ef9e93ae5a2\",\"skills\":[\"Innovation\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Simmons University\"],\"externalUrl\":\"https://online.simmons.edu/bachelors/online-social-work-bachelors-bsw/?utm_source=edx\u0026utm_medium=referral\u0026utm_campaign=SC_BSW\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"city_boston\",\"state_ma\",\"vertical_bsw\"],\"showInAlgoliaSearchResults\":false,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":null,\"subheading\":null,\"excludedFromSeo\":false,\"featuredProducts\":null,\"excludedFromSearch\":false},\"productCreated\":1654864894,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Business\",\"productUuids\":[\"e142c492-9bc0-4830-b8a7-73fb5e099fdb\",\"2b7cf950-f3d6-4b6b-8ef0-8e6349fb5e25\",\"3ca9c2c3-798a-4456-a823-1fead08ded9a\",\"d2d8568d-4264-48ce-9b0d-76fd1412604b\",\"6df32a36-6b15-40eb-8a6c-c8bb6146e390\",\"2fca092d-dfdf-4389-a68f-6023618f63db\",\"123f9327-bfef-459f-8bf2-c53277aa58f8\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:4:subcategories:0:products:3\",{\"id\":\"1c72943c-16a2-4de7-b710-1cf252e40f57\",\"productUuid\":\"d2d8568d-4264-48ce-9b0d-76fd1412604b\",\"objectID\":\"program-d2d8568d-4264-48ce-9b0d-76fd1412604b\",\"productName\":\"Bachelor of Science in Business Administration\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-science-in-business-administration\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/d2d8568d-4264-48ce-9b0d-76fd1412604b-aa66a9d317cc.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"To succeed in this rapidly changing world, business leaders must have \\r\\nwide-ranging knowledge of economics, finance, management, marketing, and \\r\\noperations. That’s why Maryville University has developed an online \\r\\nbachelor’s in business administration program with input from top employers \\r\\nto provide you with the latest skills and best practices. As a Maryville \\r\\ngraduate, you’ll emerge ready and able to maximize ROI for any organization \\r\\nas you take your career to new heights.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.013Z\",\"created\":\"2025-04-07T19:36:28.805Z\",\"hash\":\"1265ad6a442b0012e36929086f33cff6d6641554aa9d3587b2fa466d507abf81\",\"skills\":[\"Business Administration\",\"Economics\",\"Financial Management\",\"Marketing\",\"Operations\"],\"skillsData\":[{\"skill\":\"Business Administration\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Financial Management\",\"category\":\"Finance\",\"subcategory\":\"Financial Management\"},{\"skill\":\"Operations\",\"category\":\"Business\",\"subcategory\":\"Business Operations\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Marketing\",\"category\":\"Marketing and Public Relations\",\"subcategory\":\"Marketing Management\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/business-administration/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Science in Business Administration online\",\"subheading\":\"Drive better business outcomes for your organization.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Interdisciplinary curriculum\",\"productList\":[{\"header\":\"Business Communications\",\"description\":\"Examine the power of effective communication in the business landscape and discover how it can enhance the quality of your interactions, personally and professionally.\"},{\"header\":\"Financial Accounting\",\"description\":\"Understand how accounting drives informed business decisions and learn to apply fundamental accounting theories in real-life scenarios.\"},{\"header\":\"Principles of Management\",\"description\":\"Learn the importance of ethics in shaping responsible and transparent business practices, and explore different approaches to decision making, including rational, intuitive, and bounded-rationality models.\"}],\"introduction\":\"The online BS in Business Administration from Maryville University provides learners with an in-depth understanding of fundamental business concepts across disciplines, from management to finance. As a learner, you will gain access to ultra-modern tools and technologies, while also cultivating interdisciplinary business skills that will help you thrive in a rapidly changing global landscape. \\n\\nThe curriculum features nine specialized business courses delivered by experts who bring real-world insights to the classroom. You can also customize your degree with an area of emphasis such as accounting, financial services, marketing, management information systems, or cybersecurity.\\n\\nFoundational courses include:\"},\"excludedFromSearch\":false},\"productCreated\":1698268292,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"1cb5c089-1de6-4c74-91bc-95730b85a4c2\",\"productUuid\":\"6df32a36-6b15-40eb-8a6c-c8bb6146e390\",\"objectID\":\"program-6df32a36-6b15-40eb-8a6c-c8bb6146e390\",\"productName\":\"Bachelor of Science in Rawlings Sport Business Management\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-science-in-rawlings-sport-business-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/6df32a36-6b15-40eb-8a6c-c8bb6146e390-682aa6c6f16f.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$13c\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:40.815Z\",\"created\":\"2025-04-07T19:36:28.812Z\",\"hash\":\"6a18a1d8b6c3b144770718e4afb6a32a9cfe75d15254e0803f2d542b01b946e8\",\"skills\":[\"Data Analysis\",\"Eclipse (Software)\",\"Influencing Skills\",\"Management\",\"Merchandising\",\"Microsoft Outlook\",\"Sales\",\"Sport Business\",\"Sports Management\"],\"skillsData\":[{\"skill\":\"Influencing Skills\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Sport Business\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Sales\",\"category\":\"Sales\",\"subcategory\":\"General Sales Practices\"},{\"skill\":\"Merchandising\",\"category\":\"Sales\",\"subcategory\":\"Merchandising\"},{\"skill\":\"Microsoft Outlook\",\"category\":\"Administration\",\"subcategory\":\"Office and Productivity Software\"},{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Sports Management\",\"category\":\"Education and Training\",\"subcategory\":\"Sports and Recreation\"},{\"skill\":\"Eclipse (Software)\",\"category\":\"Information Technology\",\"subcategory\":\"Integrated Development Environments (IDEs)\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/sport-business-management/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Science in Rawlings Sport Business Management online\",\"subheading\":\"Get in the game with a degree that covers the sport business skills you need to excel. Coursework developed in partnership with Rawlings Sporting Goods and real-world professional internships equip you with the marketing, finance, and public relations skills that prepare you to excel in the classroom — and in the arena. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Learn the ins and outs of the sports management industry\",\"description\":\"Become an expert in economics, laws, operations, and communications principles to choose a career that aligns with your interests, including sports marketing analyst, sales representative, and account representative.\"},{\"header\":\"Gain valuable industry experience\",\"description\":\"Take what you’ve learned in the classroom and apply it with a professional internship to help you get a feel for the exciting and fast-paced world of sports management.\"},{\"header\":\"Tailor your education with two concentrations\",\"description\":\"The online program includes two concentration options in Sport Data Analytics or Results-Centered Sales so you can gain specialized experience in data-driven analytics or sales strategies.\"}],\"introduction\":\"Become a team player with Maryville’s online Bachelor of Science in Rawlings Sport Business Management. The 128-credit program comprises all facets of sports business management, including sports marketing, event planning, finance, sports law, and sports operations that will open new doors and position you for a wide variety of sports-based business careers post-graduation. \"},\"excludedFromSearch\":false},\"productCreated\":1698435223,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"11a0eef8-ded4-4714-804f-67e8428b9c52\",\"productUuid\":\"2fca092d-dfdf-4389-a68f-6023618f63db\",\"objectID\":\"program-2fca092d-dfdf-4389-a68f-6023618f63db\",\"productName\":\"Bachelor of Science in Business and Management\",\"productSlug\":\"bachelors/universityoflondon-bachelor-of-science-in-business-and-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/2fca092d-dfdf-4389-a68f-6023618f63db-000f08d3fcbd.png\",\"productType\":\"Bachelors\",\"attributes\":[\"Business \u0026 Management\"],\"partnerName\":\"University of London\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/5427ee88-6dba-46ff-8ed8-87b71e3234da-0af1465ab67e.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"The online BSc Business and Management programme from the University of London prepares students for careers in banking, general management, accountancy and other growing fields. With academic direction from the London School of Economics and Political Science this programme emphasises sought-after creative and strategic problem-solving skills.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"\"]}],\"partnerKeys\":[\"LSE\",\"UniversityofLondon\"],\"lastUpdated\":\"2026-06-02T13:55:41.300Z\",\"created\":\"2025-04-07T19:36:28.802Z\",\"hash\":\"d1ae2c6371a95851d9794ab5ca11200b51320b6395b7afb724a575c8f85c9636\",\"skills\":[\"Accounting\",\"Economics\",\"Management\",\"Political Sciences\",\"Problem Solving\"],\"skillsData\":[{\"skill\":\"Political Sciences\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Accounting\",\"category\":\"Finance\",\"subcategory\":\"General Accounting\"},{\"skill\":\"Economics\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Economics\"},{\"skill\":\"Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The London School of Economics and Political Science\",\"University of London\"],\"externalUrl\":\"https://programs.edx.org/requestinfo/lse?utm_source=edx\u0026utm_medium=referral\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of London’s online BSc Business and Management\",\"subheading\":\"Learn to navigate issues in business and management with a strong foundation in social sciences and analytical problem-solving. Ready yourself to enter fields such as finance, human resources, information technology and more by enrolling in the University of London's BSc Business and Management programme.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Analyse\",\"description\":\"business and management challenges through the lens of related social science disciplines.\"},{\"header\":\"Apply \",\"description\":\"international management concepts and theories to solve real-world business problems.\"},{\"header\":\"Understand\",\"description\":\"the processes, procedures and practices needed to manage organisations effectively.\"}],\"introduction\":\"Developed by leading academics at LSE – ranked #3 globally in social sciences and management – the University of London’s BSc Business and Management programme combines social science methodologies with practical skills to prepare you for the competitive world of business and management.\\n\\nThe maximum registration period is six years, but you should aim to complete your programme within three to four years.\\n\\nThroughout the 12-course programme, you’ll: \"},\"excludedFromSearch\":false},\"productCreated\":1654864936,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"ea67c770-8140-4b82-8f98-0d899d16fbda\",\"productUuid\":\"123f9327-bfef-459f-8bf2-c53277aa58f8\",\"objectID\":\"program-123f9327-bfef-459f-8bf2-c53277aa58f8\",\"productName\":\"Bachelor of Science in Data Science and Business Analytics\",\"productSlug\":\"bachelors/universityoflondon-bachelor-of-science-in-data-science-and-business-analytics\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/123f9327-bfef-459f-8bf2-c53277aa58f8-60ed48b6667d.png\",\"productType\":\"Bachelors\",\"attributes\":[\"Data Analysis \u0026 Statistics\"],\"partnerName\":\"University of London\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/5427ee88-6dba-46ff-8ed8-87b71e3234da-0af1465ab67e.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Study data modelling for trend prediction in The LSE Data Analysis for Management course. Register and earn a certificate of competence from LSE in this online certificate course.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"null\"],\"blockedIn\":[\"IN\"]}],\"partnerKeys\":[\"LSE\",\"UniversityofLondon\"],\"lastUpdated\":\"2026-06-02T13:55:41.386Z\",\"created\":\"2025-04-07T19:36:28.779Z\",\"hash\":\"064eadd1c9ad202e53f1fdab860b511341c469335874c6c3eee23ee46ce48261\",\"skills\":[\"Data Analysis\",\"Data Modeling\",\"Forecasting\",\"Management\"],\"skillsData\":[{\"skill\":\"Data Analysis\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Data Modeling\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"},{\"skill\":\"Forecasting\",\"category\":\"Analysis\",\"subcategory\":\"Data Analysis\"}],\"level\":[\"Intermediate\"],\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"The London School of Economics and Political Science\",\"University of London\"],\"externalUrl\":\"https://programs.edx.org/requestinfo/lse?utm_source=edx\u0026utm_medium=referral\",\"aiLanguages\":null,\"staff\":[],\"tags\":[\"app-development\",\"computer-programming\",\"html\",\"stardust-2019\",\"web-development\"],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"University of London’s online BSc Data Science and Business Analytics\",\"subheading\":\"Learn to take an analytical, interdisciplinary approach to problem-solving in a variety of contexts. Earn an online BSc Data Science and Business Analytics to pursue a career in finance, information and technology, marketing and more. \",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Analyse\",\"description\":\"data and draw actionable insights for informed decision-making.\"},{\"header\":\"Leverage\",\"description\":\"mathematical and statistical models to tackle real-world problems.\"},{\"header\":\"Navigate\",\"description\":\"the intersection of business, management and data.\"}],\"introduction\":\"The University of London’s online BSc Data Science and Business Analytics programme prepares you to solve interdisciplinary problems and make strategic, clearly reasoned decisions using data. In addition to building core quantitative skills, you’ll examine the techniques, methodologies and principles that underpin modern data applications in management, economics and related disciplines.\\n\\nThe maximum registration period is six years, but you should aim to complete your programme within three to four years. \\n\\nThroughout the 12-course programme, you’ll: \"},\"excludedFromSearch\":false},\"productCreated\":1654864937,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Health \u0026 Social Services\",\"productUuids\":[\"70ab50db-a6f2-43af-bb92-4715f9b3139f\",\"f55b0dd1-04fe-45bb-b3f6-1c0984955a6e\",\"1ff33eeb-a989-4a8a-8f5e-f3f29ca27dbe\",\"dab6fa28-6934-4b27-bba7-6d431df53052\",\"4d1f7feb-cad6-41f2-91b6-5fabe6d93da5\",\"afdd845b-71fe-4aca-9148-d62945e4b65b\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[\"$47:props:categories:4:subcategories:0:products:1\",{\"id\":\"e0689acb-3808-481c-bfdf-3020704341b2\",\"productUuid\":\"1ff33eeb-a989-4a8a-8f5e-f3f29ca27dbe\",\"objectID\":\"program-1ff33eeb-a989-4a8a-8f5e-f3f29ca27dbe\",\"productName\":\"Bachelor of Social Work\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-social-work\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/1ff33eeb-a989-4a8a-8f5e-f3f29ca27dbe-405afb0b0f3d.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Learn to create a world of good — from wherever you are.Social workers advocate for the underrepresented. They teach resilience, \\r\\nand they help people persevere and grow through the most challenging \\r\\ncircumstances. They dedicate their lives to serving those in need — \\r\\nchildren, aging adults, victims of crime or trauma, people suffering from \\r\\naddiction, and those facing challenges related to any dimension of \\r\\ndiversity. They act as advocates for social justice, and they give a voice \\r\\nto marginalized individuals, families, organizations, and communities.As an aspiring social worker, you’re pursuing more than a career. You’re \\r\\npursuing a passion.When you earn your online Bachelor of Social Work from Maryville, you’ll \\r\\nhave the opportunity to enhance your skill set and knowledge base to build \\r\\na meaningful career. Your passion can be your life’s work as you commit \\r\\nyourself to the well-being of others and the greater community good. \\r\\nWe’ll help.\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:41.551Z\",\"created\":\"2025-04-07T19:36:28.811Z\",\"hash\":\"3856953ea9f8229dd6eb6a72f88a29efefc056a39e1952e8f9cf39aca00a3f59\",\"skills\":[\"Advocacy\",\"Resilience\",\"Social Justice\",\"Social Work\",\"Trauma Care\"],\"skillsData\":[{\"skill\":\"Resilience\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Personal Attributes\"},{\"skill\":\"Social Justice\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Social Studies\"},{\"skill\":\"Social Work\",\"category\":\"Social and Human Services\",\"subcategory\":\"Community and Social Work\"},{\"skill\":\"Advocacy\",\"category\":\"Economics, Policy, and Social Studies\",\"subcategory\":\"Policy Analysis, Research, and Development\"},{\"skill\":\"Trauma Care\",\"category\":\"Health Care\",\"subcategory\":\"Emergency and Intensive Care\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/social-work/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Social Work online\",\"subheading\":\"Promote social justice through advocacy and action.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Practice-based curriculum\",\"productList\":[{\"header\":\"Introduction to Social Work: Professionalism and Ethics\",\"description\":\"Understand the values and ethical standards of social work practice using the NASW Code of Ethics.\"},{\"header\":\"Human Behavior in Context: Social Work Theories\",\"description\":\"Explore social work theories that focus on integrating human behavior, context, and relationships within developmental and environmental perspectives.\"},{\"header\":\"Social, Economic \u0026 Environmental Justice: Advancing Human Rights\",\"description\":\"Study social justice strategies to promote human rights while examining freedoms, safety, privacy, the standard of living, healthcare, and education.\"},{\"header\":\"Cultural Competency Practice: Diversity\",\"description\":\"Examine the dimensions and intersectionality of diversity and identity, including but not limited to age, class, color, culture, disability and ability, ethnicity, gender, gender identity and expression, immigration status, marital status, political ideology, race, religion/spirituality, sex, sexual orientation, and tribal sovereign status.\"}],\"introduction\":\"The 128-credit curriculum program provides a comprehensive social work study, seamlessly combining theory with practical applications. As a learner, you will complete coursework that prioritizes self-care, social justice, and diversity. The program covers a range of subjects, including social work theory, ethics, research methods, statistics, and human behavior. You will also have the opportunity to gain real-world experience through experiential learning and practicum opportunities in or near your community.\"},\"excludedFromSearch\":false},\"productCreated\":1698267790,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:4:subcategories:0:products:4\",{\"id\":\"a19a4f04-6710-4c81-8e07-c024c73604e0\",\"productUuid\":\"4d1f7feb-cad6-41f2-91b6-5fabe6d93da5\",\"objectID\":\"program-4d1f7feb-cad6-41f2-91b6-5fabe6d93da5\",\"productName\":\"Bachelor of Science in Human Resource Management\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-science-in-human-resource-management\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/4d1f7feb-cad6-41f2-91b6-5fabe6d93da5-14bd7dd6e288.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"Make a difference in your career — and the careers of othersAsk any leader what the most valuable business asset is, and they’ll tell \\r\\nyou: great employees. They’re the heart and soul of every company — from \\r\\nsmall, local start-ups to massive, global corporations.That’s why Maryville University designed a program that can help prepare \\r\\nyou for positions in this vital field. With our online Bachelor of Science \\r\\nin Human Resource Management degree, you can learn how to apply modern HR \\r\\nprinciples and technology to facilitate talent recruitment and development \\r\\nto meet the strategic goals of your organization. The coursework includes \\r\\ncurrent issues, trends, and technology within the field of human resources, \\r\\nand emphasizes the effective management of an organization’s employees. \\r\\nEmployees make a world of difference to an organization. With one brave \\r\\ndecision, you can earn a degree that allows you to make a world of \\r\\ndifference to employees.Get Curriculum Details\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.393Z\",\"created\":\"2025-04-07T19:36:28.816Z\",\"hash\":\"3a5edd9b7c54bd5306a434a0982ebbb8553bc81ef223e2fc78016b7fe4325944\",\"skills\":[\"Human Resource Management\",\"Management\",\"Talent Recruitment\"],\"skillsData\":[{\"skill\":\"Human Resource Management\",\"category\":\"Human Resources\",\"subcategory\":\"Human Resources Management and Planning\"},{\"skill\":\"Talent Recruitment\",\"category\":\"Human Resources\",\"subcategory\":\"Recruitment\"},{\"skill\":\"Management\",\"category\":\"Business\",\"subcategory\":\"Business Management\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/human-resource-management/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Science in Human Resource Management online\",\"subheading\":\"Learn how to apply modern HR principles and technology to facilitate talent recruitment and development. Build skills in recruitment, talent management, negotiation, and financial management — and learn the foundational principles of personnel management.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Participate in an optional internship\",\"description\":\"Take a hands-on approach to learning with an optional internship.\"},{\"header\":\"Become an asset to employers\",\"description\":\"Learn to implement strategy in your organization from a quality education that’s aligned with the Society for Human Resource Management (SHRM) Body of Competency and Knowledge.\"},{\"header\":\"Drive positive outcomes for your organization\",\"description\":\"Learn how to develop and maintain a company culture that supports employee wellbeing and aligns with corporate goals and values.\"}],\"introduction\":\"With Maryville’s online Bachelor of Science in Human Resource Management, you’ll engage in a range of relevant course topics, including finance, managerial accounting, marketing, and project management. Learn from a curriculum that includes emerging HR trends related to technology, data analytics, and the Human Resource Information System (HRIS).\\n\\nThroughout the program, you’ll:\"},\"excludedFromSearch\":false},\"productCreated\":1698434826,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"82db387a-1f58-4a13-a31d-c52d68988c64\",\"productUuid\":\"afdd845b-71fe-4aca-9148-d62945e4b65b\",\"objectID\":\"program-afdd845b-71fe-4aca-9148-d62945e4b65b\",\"productName\":\"Bachelor of Science in Exercise Science\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-science-in-exercise-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/afdd845b-71fe-4aca-9148-d62945e4b65b-e2ddc7797959.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$13d\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.202Z\",\"created\":\"2025-04-07T19:36:28.798Z\",\"hash\":\"28d4dc07e8f923422904d286c2143875a15406f866b8411b70374325d78f8a91\",\"skills\":[\"Exercise Programs\",\"Exercise Science\",\"Human Performance Technology\",\"Innovation\"],\"skillsData\":[{\"skill\":\"Exercise Programs\",\"category\":\"Health Care\",\"subcategory\":\"Physical Therapy\"},{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Exercise Science\",\"category\":\"Health Care\",\"subcategory\":\"Physical Therapy\"},{\"skill\":\"Human Performance Technology\",\"category\":\"Business\",\"subcategory\":\"Performance Management\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/exercise-science/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Science in Exercise Science online\",\"subheading\":\"Help people get fit and stay healthy. Build a strong foundation in exercise physiology, community health, and nutrition.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Real-world practice\",\"description\":\"Gain career experience through a capstone project and a 400-hour practicum in a location of your choice.\"},{\"header\":\"Industry-relevant concentrations\",\"description\":\"Choose between two concentrations, namely Wellness Management, and Strength and Conditioning.\"},{\"header\":\"Cutting-edge learning\",\"description\":\"Study human movement, fitness, and training remotely through the state-of-the-art Human Performance Lab.\"}],\"introduction\":\"The online bachelor’s in exercise science is a 128-credit program, consisting of general education courses (47 credits), core courses for the exercise science major (57 credits), and concentration courses (21 credits). The program covers topics such as movement, nutrition, counseling and coaching techniques, behavioral strategies, and the fundamentals of business. You will put your knowledge and skills to use through practical and experiential opportunities, as well as formulate and implement your own exercise science-related project.\"},\"excludedFromSearch\":false},\"productCreated\":1698267906,\"goLiveDate\":null,\"modifiedDate\":null}]},{\"subcategoryLabel\":\"Computer \u0026 Data Sciences\",\"productUuids\":[\"7f9a65f5-45ec-4106-bf78-21331f3bdaa4\",\"c3abf25d-a907-4e3c-b940-802d5e1744bd\",\"b02e0669-8a7c-4c2b-982d-1d4f3be0f739\",\"123f9327-bfef-459f-8bf2-c53277aa58f8\"],\"viewMoreLabel\":\"$undefined\",\"showLessLabel\":\"$undefined\",\"products\":[{\"id\":\"1d70fac6-0c93-4299-b721-82d24feb3b1d\",\"productUuid\":\"c3abf25d-a907-4e3c-b940-802d5e1744bd\",\"objectID\":\"program-c3abf25d-a907-4e3c-b940-802d5e1744bd\",\"productName\":\"Bachelor of Science in Computer Science\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-science-in-computer-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/c3abf25d-a907-4e3c-b940-802d5e1744bd-382892081328.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$13e\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.393Z\",\"created\":\"2025-04-07T19:36:28.796Z\",\"hash\":\"5f6c929eabad256a276da216aeed4f0d602d1dcb0ce8daf7d204ff7c804845d6\",\"skills\":[\"Computer Architecture\",\"Computer Science\",\"Critical Thinking\",\"Problem Solving\",\"Web Design\"],\"skillsData\":[{\"skill\":\"Computer Architecture\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Problem Solving\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Computer Science\",\"category\":\"Information Technology\",\"subcategory\":\"Computer Science\"},{\"skill\":\"Web Design\",\"category\":\"Information Technology\",\"subcategory\":\"Web Design and Development\"},{\"skill\":\"Critical Thinking\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Initiative and Leadership\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/computer-science/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Science in Computer Science online \",\"subheading\":\"Innovate computing solutions for evolving tech challenges.\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Highly relevant curriculum\",\"productList\":[{\"header\":\"Artificial Intelligence (AI)\",\"description\":\"Apply sophisticated machine learning algorithms to solve practical challenges in various industries.\"},{\"header\":\"Blockchain\",\"description\":\"Learn to use decentralized systems and distributed ledger technology for secure and transparent transactions.\"},{\"header\":\"Cybersecurity\",\"description\":\"Develop strategies to safeguard your organization’s digital assets and defend against cyber threats.\"},{\"header\":\"Data science\",\"description\":\"Gain the skills to analyze, interpret, and derive valuable insights from complex datasets.\"},{\"header\":\"Software development\",\"description\":\"Build a fundamental understanding of the tools, techniques, and technologies behind the software that supports a growing number of businesses and resources.\"},{\"header\":\"User experience/user interface (UX/UI)\",\"description\":\"Create streamlined, polished, and more efficient interactions across various media platforms through thoughtful design.\"}],\"introduction\":\" \"},\"excludedFromSearch\":false},\"productCreated\":1698359402,\"goLiveDate\":null,\"modifiedDate\":null},{\"id\":\"48b19741-f6fc-49a2-b79d-d46c4259f4e4\",\"productUuid\":\"b02e0669-8a7c-4c2b-982d-1d4f3be0f739\",\"objectID\":\"program-b02e0669-8a7c-4c2b-982d-1d4f3be0f739\",\"productName\":\"Bachelor of Science in Data Science\",\"productSlug\":\"bachelors/maryville-university-bachelor-of-science-in-data-science\",\"productImageUrl\":\"https://prod-discovery.edx-cdn.org/cdn-cgi/image/width=auto,height=auto,quality=75,format=webp/media/programs/card_images/b02e0669-8a7c-4c2b-982d-1d4f3be0f739-781aa99abdfb.jpg\",\"productType\":\"Bachelors\",\"attributes\":null,\"partnerName\":\"Maryville University\",\"partnerLogoUrl\":\"https://prod-discovery.edx-cdn.org/organization/logos/8e585adc-f870-4e8f-abe8-e67da192d49c-33b63ce3ca64.png\",\"fullDescription\":\"\",\"shortDescription\":\"\",\"productOverview\":\"$13f\",\"courseCount\":1,\"locationRestrictions\":[{\"allowedIn\":[\"US\"],\"blockedIn\":[\"null\"]}],\"partnerKeys\":[\"Maryville\"],\"lastUpdated\":\"2026-06-02T13:55:42.203Z\",\"created\":\"2025-04-07T19:36:28.803Z\",\"hash\":\"1ff2be925f7c0cd97dc43365e805b09872b9ea601571b9d271e0d7e9d6221f3c\",\"skills\":[\"Data Science\",\"Innovation\",\"Loans\"],\"skillsData\":[{\"skill\":\"Innovation\",\"category\":\"Physical and Inherent Abilities\",\"subcategory\":\"Problem Solving\"},{\"skill\":\"Loans\",\"category\":\"Finance\",\"subcategory\":\"General Lending\"},{\"skill\":\"Data Science\",\"category\":\"Analysis\",\"subcategory\":\"Data Science\"}],\"level\":null,\"flexibility\":null,\"weeksToComplete\":-1,\"weeksToCompleteMin\":-1,\"weeksToCompleteMax\":-1,\"minHoursEffortPerWeek\":-1,\"maxHoursEffortPerWeek\":-1,\"courseUuids\":[],\"isActive\":false,\"isPartOfProgram\":false,\"recentEnrollmentCount\":0,\"productSource\":\"2u\",\"activeRunKey\":null,\"partnerLogoOverride\":null,\"displayOnOrgPage\":true,\"availability\":[\"Current\"],\"language\":[],\"product\":\"2U Degree\",\"partner\":[\"Maryville University\"],\"externalUrl\":\"https://online.maryville.edu/online-bachelors-degrees/data-science/\",\"aiLanguages\":null,\"staff\":[],\"tags\":[],\"showInAlgoliaSearchResults\":true,\"availabilityRank\":null,\"listPrice\":null,\"strikethroughPrice\":null,\"currencyCode\":null,\"isBundle\":false,\"contentfulFields\":{\"pageTitle\":\"Maryville University Bachelor of Science in Data Science online\",\"subheading\":\"Prepare for a career in data science by completing courses in Python, SQL, R, predictive modeling, and machine learning. Learn how to provide fresh business insights rooted in statistical theory and technical savviness. \\n\",\"excludedFromSeo\":false,\"featuredProducts\":{\"heading\":\"Curriculum\",\"productList\":[{\"header\":\"Focus your degree in actuarial science\",\"description\":\"Choose a concentration in actuarial science and take expert-led courses that prepare you for careers in risk assessment and management.\"},{\"header\":\"Complete an optional business minor\",\"description\":\"Start a path toward leadership positions by learning skills in marketing, management, finance, and business ethics.\"},{\"header\":\"Gain expertise in programming and machine learning\",\"description\":\"Complete courses in Python, SQL, R, predictive modeling, and machine learning, and learn how to use data to drive critical business decisions.\"}],\"introduction\":\"In the Bachelor of Science in Data Science program, you’ll engage in a range of relevant course topics, from machine learning to Python. Learn how to explore, analyze, monitor, manage, and visualize large data sets using the latest technology — and develop skills in data analysis, predictive modeling, computer science, statistics, and economics.\\n\\nBuild your foundational knowledge as a data analyst and specialize your degree.\"},\"excludedFromSearch\":false},\"productCreated\":1698434976,\"goLiveDate\":null,\"modifiedDate\":null},\"$47:props:categories:4:subcategories:1:products:4\"]}]}]}]\n"])</script><script>self.__next_f.push([1,"57:[\"$\",\"$L19\",null,{\"children\":[\"$\",\"$L5f\",null,{\"shortcode_name\":\"homepage-register-now-cta-link\",\"label\":\"Get started\",\"url\":\"https://authn.edx.org/register\",\"type\":\"brand\",\"children\":[],\"html_id\":\"get-started-CTA\",\"location\":\"register-now\",\"className\":\"w-full md:w-auto\",\"elementType\":\"BUTTON\",\"element_type\":\"BUTTON\"}]}]\n"])</script><script>self.__next_f.push([1,"140:I[86964,[\"85105\",\"static/chunks/0e5ce63c-06e5288fb0bdde32.js\",\"9642\",\"static/chunks/c233e9bd-b7c9422fb889c5f2.js\",\"14921\",\"static/chunks/b8ba6eb2-3ac6594aa448865d.js\",\"59910\",\"static/chunks/a4634e51-e0ea9966714daeda.js\",\"4022\",\"static/chunks/82c1a80d-2d81d11bdb87b1c1.js\",\"35477\",\"static/chunks/10c000c1-820b48e60ecf9a58.js\",\"63381\",\"static/chunks/4cde4f2d-291cffdad68b878c.js\",\"19268\",\"static/chunks/aaea2bcf-fcf14465037c204e.js\",\"7372\",\"static/chunks/ae064d6e-6afe0db64dd9b6e6.js\",\"17130\",\"static/chunks/4a5bd2f9-617fa068d6f982b8.js\",\"3650\",\"static/chunks/6150e6b2-ce9d408431310ecd.js\",\"29690\",\"static/chunks/8cc6faea-d4a5213af5d556c9.js\",\"4390\",\"static/chunks/d648eb28-f98479d2cde4bc66.js\",\"23088\",\"static/chunks/23088-5b0cccbcd59cb193.js\",\"6874\",\"static/chunks/6874-761b0feea70cad7a.js\",\"46657\",\"static/chunks/46657-5cf019d0446bf5e2.js\",\"33063\",\"static/chunks/33063-273ea9b69895ce90.js\",\"94466\",\"static/chunks/94466-1f4eaaf7e4c46361.js\",\"43145\",\"static/chunks/43145-24622db95dcd7255.js\",\"27043\",\"static/chunks/27043-24a8596c903251e2.js\",\"46903\",\"static/chunks/46903-deaa1caa2853ab67.js\",\"21307\",\"static/chunks/21307-8f0e72a894fab571.js\",\"34713\",\"static/chunks/34713-06098b0b430c21c5.js\",\"22805\",\"static/chunks/22805-dd7ede69791916bc.js\",\"94285\",\"static/chunks/94285-58c8714c348a9f22.js\",\"16725\",\"static/chunks/16725-2cdf87506916b5d7.js\",\"99335\",\"static/chunks/99335-a3719fbd67b0ba4d.js\",\"8752\",\"static/chunks/8752-10b1f53c06f98eba.js\",\"68033\",\"static/chunks/68033-2b76fd3a52410bdf.js\",\"21418\",\"static/chunks/21418-c15a94fe7dde90e4.js\",\"22246\",\"static/chunks/22246-f93c11aa95a923e3.js\",\"68513\",\"static/chunks/68513-b8e83699e793f190.js\",\"38190\",\"static/chunks/38190-677a9b01912a7a81.js\",\"37767\",\"static/chunks/37767-4368d9b8b196338c.js\",\"38332\",\"static/chunks/38332-eed35b24a30ee51b.js\",\"69137\",\"static/chunks/69137-9ad666a771e6c1da.js\",\"74775\",\"static/chunks/app/%5Blocale%5D/%5B%5B...path%5D%5D/page-dc3553582beeefeb.js\"],\"default\"]\n"])</script><script>self.__next_f.push([1,"36:[\"$\",\"div\",null,{\"className\":\"bg-primary text-primary-foreground pt-16\",\"children\":[\"$\",\"footer\",null,{\"className\":\"flex justify-between max-w-screen-xl mx-auto px-4 pb-4 \",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-col w-full\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex flex-wrap justify-between mb-6 w-full\",\"children\":[[\"$\",\"$L33\",null,{\"href\":\"/\",\"className\":\"mb-6\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"/trademark-logos/edx-by-2u-white.svg\",\"alt\":\"edX homepage\",\"title\":\"edX homepage\",\"width\":127,\"height\":67,\"data-ot-ignore\":\"\",\"className\":\"optanon-category-C0001 \"}]}],[\"$\",\"div\",null,{\"children\":[\"$\",\"div\",null,{\"className\":\"mb-4 justify-center flex flex-row\",\"children\":[[\"$\",\"div\",\"0\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://www.facebook.com/edx/\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our Facebook page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"32\",\"height\":\"32\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M14 13.5h2.5l1-4H14v-2c0-1.03 0-2 2-2h1.5V2.14c-.326-.043-1.557-.14-2.857-.14C11.928 2 10 3.657 10 6.7v2.8H7v4h3V22h4v-8.5z\",\"fill\":\"currentColor\"}]}]}]}]}],[\"$\",\"div\",\"1\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://x.com/edXOnline\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our X page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"48\",\"height\":\"48\",\"viewBox\":\"0 0 48 48\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M21.2144 25.4036L12.2784 35.5671H14.3952L22.1576 26.7441L28.3528 35.5671H35.5L26.1296 22.2239L35.5 11.5671H33.3832L25.1912 20.8866L18.6472 11.5671H11.5M32.6192 34.0052H29.3672L14.3968 13.0523H17.6496\",\"fill\":\"currentColor\"}]}]}]}]}],[\"$\",\"div\",\"2\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://www.linkedin.com/school/edx/\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our LinkedIn page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"20\",\"height\":\"20\",\"viewBox\":\"0 0 20 20\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M19.959 11.719v7.379h-4.278v-6.885c0-1.73-.619-2.91-2.167-2.91-1.182 0-1.886.796-2.195 1.565-.113.275-.142.658-.142 1.043v7.187h-4.28s.058-11.66 0-12.869h4.28v1.824l-.028.042h.028v-.042c.568-.875 1.583-2.126 3.856-2.126 2.815 0 4.926 1.84 4.926 5.792zM2.421.026C.958.026 0 .986 0 2.249c0 1.235.93 2.224 2.365 2.224h.028c1.493 0 2.42-.989 2.42-2.224C4.787.986 3.887.026 2.422.026zM.254 19.098h4.278V6.229H.254v12.869z\",\"fill\":\"currentColor\"}]}]}]}]}],[\"$\",\"div\",\"3\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://www.reddit.com/r/edX/\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our Reddit page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"40\",\"height\":\"40\",\"viewBox\":\"-2 -2 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M18 10.1c0-1-.8-1.8-1.8-1.7-.4 0-.9.2-1.2.5-1.4-.9-3-1.5-4.7-1.5l.8-3.8 2.6.6c0 .7.6 1.2 1.3 1.2.7 0 1.2-.6 1.2-1.3 0-.7-.6-1.2-1.3-1.2-.5 0-.9.3-1.1.7L11 2.9h-.2c-.1 0-.1.1-.1.2l-1 4.3C8 7.4 6.4 7.9 5 8.9c-.7-.7-1.8-.7-2.5 0s-.7 1.8 0 2.5c.1.1.3.3.5.3v.5c0 2.7 3.1 4.9 7 4.9s7-2.2 7-4.9v-.5c.6-.3 1-.9 1-1.6zM6 11.4c0-.7.6-1.2 1.2-1.2.7 0 1.2.6 1.2 1.2s-.6 1.2-1.2 1.2c-.7 0-1.2-.5-1.2-1.2zm7 3.3c-.9.6-1.9 1-3 .9-1.1 0-2.1-.3-3-.9-.1-.1-.1-.3 0-.5.1-.1.3-.1.4 0 .7.5 1.6.8 2.5.7.9.1 1.8-.2 2.5-.7.1-.1.3-.1.5 0s.2.3.1.5zm-.3-2.1c-.7 0-1.2-.6-1.2-1.2s.6-1.2 1.2-1.2c.7 0 1.2.6 1.2 1.2.1.7-.5 1.2-1.2 1.2z\",\"fill\":\"currentColor\"}]}]}]}]}]]}]}]]}],false,[\"$\",\"div\",null,{\"className\":\"my-6\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex flex-wrap md:flex-nowrap justify-between\",\"children\":[[\"$\",\"div\",\"Browse Courses\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Browse Courses\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Learn AI\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/artificial-intelligence\",\"children\":\"Learn AI\"}]}],[\"$\",\"li\",\"Learn ChatGPT\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/chatgpt\",\"children\":\"Learn ChatGPT\"}]}],[\"$\",\"li\",\"Learn Spanish\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/spanish\",\"children\":\"Learn Spanish\"}]}],[\"$\",\"li\",\"Learn Python\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/python\",\"children\":\"Learn Python\"}]}],[\"$\",\"li\",\"Learn Excel\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/excel\",\"children\":\"Learn Excel\"}]}],[\"$\",\"li\",\"Learn Software Engineering\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/software-engineering\",\"children\":\"Learn Software Engineering\"}]}],[\"$\",\"li\",\"Learn Blockchain\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/blockchain\",\"children\":\"Learn Blockchain\"}]}],[\"$\",\"li\",\"Learn Computer Programming\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/computer-programming\",\"children\":\"Learn Computer Programming\"}]}],[\"$\",\"li\",\"Learn Economics\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/economics\",\"children\":\"Learn Economics\"}]}],[\"$\",\"li\",\"Learn Architecture\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/architecture\",\"children\":\"Learn Architecture\"}]}],[\"$\",\"li\",\"Learn Project Management\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/project-management\",\"children\":\"Learn Project Management\"}]}],[\"$\",\"li\",\"Learn Business Administration\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/business-administration\",\"children\":\"Learn Business Administration\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Courses\",{\"href\":\"https://www.edx.org/learn\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Courses\"}]]}]]}],[\"$\",\"div\",\"Step-by-step guides\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Step-by-step guides\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Become a Cybersecurity Analyst\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-cybersecurity-analyst\",\"children\":\"Become a Cybersecurity Analyst\"}]}],[\"$\",\"li\",\"Become a Data Scientist\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-data-scientist\",\"children\":\"Become a Data Scientist\"}]}],[\"$\",\"li\",\"Become a Social Media Manager\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\",\"children\":\"Become a Social Media Manager\"}]}],[\"$\",\"li\",\"Become a Software Developer\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-software-developer\",\"children\":\"Become a Software Developer\"}]}],[\"$\",\"li\",\"Become a Software Engineer\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-software-engineer\",\"children\":\"Become a Software Engineer\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Guides\",{\"href\":\"https://www.edx.org/become\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Guides\"}]]}]]}],[\"$\",\"div\",\"Complete your bachelor's online\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Complete your bachelor's online\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Bachelor's in Business\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/business\",\"children\":\"Bachelor's in Business\"}]}],[\"$\",\"li\",\"Bachelor's in Computer Science / Data Science\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/computer-data-sciences\",\"children\":\"Bachelor's in Computer Science / Data Science\"}]}],[\"$\",\"li\",\"Bachelor's in Health and Nursing\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/health-social-services\",\"children\":\"Bachelor's in Health and Nursing\"}]}],[\"$\",\"li\",\"Bachelor's in Accounting\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/online-accounting-bachelor-degree\",\"children\":\"Bachelor's in Accounting\"}]}],[\"$\",\"li\",\"Bachelor's in Finance\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/online-bachelors-degree-finance\",\"children\":\"Bachelor's in Finance\"}]}],[\"$\",\"li\",\"Bachelor's in Psychology\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/psychology\",\"children\":\"Bachelor's in Psychology\"}]}],[\"$\",\"li\",\"Bachelor's in Public Health\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/bachelors-in-public-health-online\",\"children\":\"Bachelor's in Public Health\"}]}],[\"$\",\"li\",\"Bachelor's in Social Work\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/social-work-bsw\",\"children\":\"Bachelor's in Social Work\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Undergraduate Degrees\",{\"href\":\"https://www.edx.org/bachelors\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Undergraduate Degrees\"}]]}]]}],[\"$\",\"div\",\"Earn your online graduate degree\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Earn your online graduate degree\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Master's in Business Administration\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-mba\",\"children\":\"Master's in Business Administration\"}]}],[\"$\",\"li\",\"Master's in Public Health\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/masters-in-public-health-online\",\"children\":\"Master's in Public Health\"}]}],[\"$\",\"li\",\"Master's in Social Work\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-msw-programs\",\"children\":\"Master's in Social Work\"}]}],[\"$\",\"li\",\"Master's in Nursing\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-msn-programs\",\"children\":\"Master's in Nursing\"}]}],[\"$\",\"li\",\"Master's in Data Science\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-data-science\",\"children\":\"Master's in Data Science\"}]}],[\"$\",\"li\",\"Master's in Engineering\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-engineering\",\"children\":\"Master's in Engineering\"}]}],[\"$\",\"li\",\"Master's in Speech Pathology\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-slp-programs\",\"children\":\"Master's in Speech Pathology\"}]}],[\"$\",\"li\",\"Master's in Counseling\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/counseling\",\"children\":\"Master's in Counseling\"}]}],[\"$\",\"li\",\"Master's in Healthcare\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/healthcare\",\"children\":\"Master's in Healthcare\"}]}],[\"$\",\"li\",\"Master's in Education\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/masters-in-education-online\",\"children\":\"Master's in Education\"}]}],[\"$\",\"li\",\"Master's in AI\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\",\"children\":\"Master's in AI\"}]}],[\"$\",\"li\",\"Master's in Computer Science\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-computer-science\",\"children\":\"Master's in Computer Science\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Graduate Degrees\",{\"href\":\"https://www.edx.org/masters\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Graduate Degrees\"}],[\"$\",\"a\",\"see more Doctorate Degrees\",{\"href\":\"https://www.edx.org/doctorate\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Doctorate Degrees\"}]]}]]}]]}],[\"$\",\"div\",null,{\"className\":\"my-4 border-t-[1px] border-solid border-primary-foreground\"}]]}],[\"$\",\"$L140\",null,{\"links\":[{\"label\":\"edx\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Partner With Us\",\"url\":\"https://business.edx.org/partner?_gl=1*4owngl*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"About\",\"url\":\"https://www.edx.org/about-us\"},{\"label\":\"edX For Business\",\"url\":\"https://business.edx.org/?_gl=1*z6vab9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"Affiliates\",\"url\":\"https://www.edx.org/affiliate-program\"},{\"label\":\"Open edX\",\"url\":\"https://open.edx.org/?_gl=1*z6vab9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"2U Advisory Council\",\"url\":\"https://www.edx.org/advisory-groups\"},{\"label\":\"Careers\",\"url\":\"https://www.edx.org/careers\"},{\"label\":\"News\",\"url\":\"https://press.edx.org/?_gl=1*ldiou9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"}]}},{\"label\":\"Connect\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Idea Hub\",\"url\":\"https://www.edx.org/resources\"},{\"label\":\"Contact Us\",\"url\":\"https://courses.edx.org/support/contact_us?_gl=1*9roxgx*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"Help Center\",\"url\":\"https://support.edx.org/?_gl=1*9roxgx*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"Security\",\"url\":\"https://www.edx.org/policy/security\"},{\"label\":\"Media Kit\",\"url\":\"https://www.edx.org/media-kit\"}]}},{\"label\":\"Legal\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Terms of Service \u0026 Honor Code\",\"url\":\"https://www.edx.org/edx-terms-service\"},{\"label\":\"Privacy Policy\",\"url\":\"https://www.edx.org/edx-privacy-policy\"},{\"label\":\"Cookie Policy\",\"url\":\"https://www.edx.org/edx-privacy-policy/cookies\"},{\"label\":\"Accessibility Policy\",\"url\":\"https://www.edx.org/accessibility\"},{\"label\":\"Trademark Policy\",\"url\":\"https://www.edx.org/trademarks\"},{\"label\":\"Modern Slavery Statement\",\"url\":\"https://www.edx.org/modern-slavery-statement\"},{\"label\":\"Sitemap\",\"url\":\"https://www.edx.org/sitemap\"},{\"label\":\"Your Privacy Choices\",\"url\":\"https://www.edx.org/#\"}]}}],\"isSpanishLocale\":false}],[\"$\",\"div\",null,{\"className\":\"flex flex-wrap-reverse justify-between\",\"children\":[[\"$\",\"p\",null,{\"className\":\"text-primary-foreground text-[1rem]\",\"children\":[\"© \",2026,\" edX LLC. All rights reserved.\",[\"$\",\"br\",null,{}],[\"$\",\"span\",null,{\"children\":\"| 深圳市恒宇博科技有限公司\"}]]}],[\"$\",\"div\",null,{\"className\":\"flex gap-1\",\"children\":[[\"$\",\"a\",null,{\"href\":\"https://itunes.apple.com/us/app/edx/id945480667?mt=8\u0026external_link=true\",\"target\":\"_blank\",\"rel\":\"noopener noreferrer\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"/images/apple-store-badge-en.png\",\"alt\":\"Download on the App Store\",\"title\":\"Download on the App Store\",\"width\":120,\"height\":40,\"data-ot-ignore\":\"\",\"className\":\"optanon-category-C0001 \"}]}],[\"$\",\"a\",null,{\"href\":\"https://play.google.com/store/apps/details?id=org.edx.mobile\u0026external_link=true\",\"target\":\"_blank\",\"rel\":\"noopener noreferrer\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"/images/google-play-badge-en.png\",\"alt\":\"Get it on Google Play\",\"title\":\"Get it on Google Play\",\"width\":135,\"height\":40,\"data-ot-ignore\":\"\",\"className\":\"optanon-category-C0001 \"}]}]]}]]}]]}]}]}]\n"])</script><script>self.__next_f.push([1,"59:[\"$\",\"div\",null,{\"className\":\"bg-primary text-primary-foreground pt-16\",\"children\":[\"$\",\"footer\",null,{\"className\":\"flex justify-between max-w-screen-xl mx-auto px-4 pb-4 \",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-col w-full\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex flex-wrap justify-between mb-6 w-full\",\"children\":[[\"$\",\"$L33\",null,{\"href\":\"/\",\"className\":\"mb-6\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"/trademark-logos/edx-by-2u-white.svg\",\"alt\":\"edX homepage\",\"title\":\"edX homepage\",\"width\":127,\"height\":67,\"data-ot-ignore\":\"\",\"className\":\"optanon-category-C0001 \"}]}],[\"$\",\"div\",null,{\"children\":[\"$\",\"div\",null,{\"className\":\"mb-4 justify-center flex flex-row\",\"children\":[[\"$\",\"div\",\"0\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://www.facebook.com/edx/\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our Facebook page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"32\",\"height\":\"32\",\"viewBox\":\"0 0 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M14 13.5h2.5l1-4H14v-2c0-1.03 0-2 2-2h1.5V2.14c-.326-.043-1.557-.14-2.857-.14C11.928 2 10 3.657 10 6.7v2.8H7v4h3V22h4v-8.5z\",\"fill\":\"currentColor\"}]}]}]}]}],[\"$\",\"div\",\"1\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://x.com/edXOnline\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our X page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"48\",\"height\":\"48\",\"viewBox\":\"0 0 48 48\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M21.2144 25.4036L12.2784 35.5671H14.3952L22.1576 26.7441L28.3528 35.5671H35.5L26.1296 22.2239L35.5 11.5671H33.3832L25.1912 20.8866L18.6472 11.5671H11.5M32.6192 34.0052H29.3672L14.3968 13.0523H17.6496\",\"fill\":\"currentColor\"}]}]}]}]}],[\"$\",\"div\",\"2\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://www.linkedin.com/school/edx/\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our LinkedIn page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"20\",\"height\":\"20\",\"viewBox\":\"0 0 20 20\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M19.959 11.719v7.379h-4.278v-6.885c0-1.73-.619-2.91-2.167-2.91-1.182 0-1.886.796-2.195 1.565-.113.275-.142.658-.142 1.043v7.187h-4.28s.058-11.66 0-12.869h4.28v1.824l-.028.042h.028v-.042c.568-.875 1.583-2.126 3.856-2.126 2.815 0 4.926 1.84 4.926 5.792zM2.421.026C.958.026 0 .986 0 2.249c0 1.235.93 2.224 2.365 2.224h.028c1.493 0 2.42-.989 2.42-2.224C4.787.986 3.887.026 2.422.026zM.254 19.098h4.278V6.229H.254v12.869z\",\"fill\":\"currentColor\"}]}]}]}]}],[\"$\",\"div\",\"3\",{\"className\":\"mx-2 flex flex-col\",\"children\":[\"$\",\"a\",null,{\"href\":\"https://www.reddit.com/r/edX/\",\"target\":\"_blank\",\"role\":\"button\",\"aria-label\":\"Visit our Reddit page\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex text-primary bg-white border border-solid border-primary h-12 w-12 items-center justify-center rounded-full\",\"children\":[\"$\",\"svg\",null,{\"width\":\"40\",\"height\":\"40\",\"viewBox\":\"-2 -2 24 24\",\"fill\":\"none\",\"xmlns\":\"http://www.w3.org/2000/svg\",\"role\":\"img\",\"focusable\":false,\"aria-hidden\":true,\"children\":[\"$\",\"path\",null,{\"d\":\"M18 10.1c0-1-.8-1.8-1.8-1.7-.4 0-.9.2-1.2.5-1.4-.9-3-1.5-4.7-1.5l.8-3.8 2.6.6c0 .7.6 1.2 1.3 1.2.7 0 1.2-.6 1.2-1.3 0-.7-.6-1.2-1.3-1.2-.5 0-.9.3-1.1.7L11 2.9h-.2c-.1 0-.1.1-.1.2l-1 4.3C8 7.4 6.4 7.9 5 8.9c-.7-.7-1.8-.7-2.5 0s-.7 1.8 0 2.5c.1.1.3.3.5.3v.5c0 2.7 3.1 4.9 7 4.9s7-2.2 7-4.9v-.5c.6-.3 1-.9 1-1.6zM6 11.4c0-.7.6-1.2 1.2-1.2.7 0 1.2.6 1.2 1.2s-.6 1.2-1.2 1.2c-.7 0-1.2-.5-1.2-1.2zm7 3.3c-.9.6-1.9 1-3 .9-1.1 0-2.1-.3-3-.9-.1-.1-.1-.3 0-.5.1-.1.3-.1.4 0 .7.5 1.6.8 2.5.7.9.1 1.8-.2 2.5-.7.1-.1.3-.1.5 0s.2.3.1.5zm-.3-2.1c-.7 0-1.2-.6-1.2-1.2s.6-1.2 1.2-1.2c.7 0 1.2.6 1.2 1.2.1.7-.5 1.2-1.2 1.2z\",\"fill\":\"currentColor\"}]}]}]}]}]]}]}]]}],false,[\"$\",\"div\",null,{\"className\":\"my-6\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex flex-wrap md:flex-nowrap justify-between\",\"children\":[[\"$\",\"div\",\"Browse Courses\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Browse Courses\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Learn AI\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/artificial-intelligence\",\"children\":\"Learn AI\"}]}],[\"$\",\"li\",\"Learn ChatGPT\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/chatgpt\",\"children\":\"Learn ChatGPT\"}]}],[\"$\",\"li\",\"Learn Spanish\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/spanish\",\"children\":\"Learn Spanish\"}]}],[\"$\",\"li\",\"Learn Python\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/python\",\"children\":\"Learn Python\"}]}],[\"$\",\"li\",\"Learn Excel\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/excel\",\"children\":\"Learn Excel\"}]}],[\"$\",\"li\",\"Learn Software Engineering\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/software-engineering\",\"children\":\"Learn Software Engineering\"}]}],[\"$\",\"li\",\"Learn Blockchain\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/blockchain\",\"children\":\"Learn Blockchain\"}]}],[\"$\",\"li\",\"Learn Computer Programming\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/computer-programming\",\"children\":\"Learn Computer Programming\"}]}],[\"$\",\"li\",\"Learn Economics\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/economics\",\"children\":\"Learn Economics\"}]}],[\"$\",\"li\",\"Learn Architecture\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/architecture\",\"children\":\"Learn Architecture\"}]}],[\"$\",\"li\",\"Learn Project Management\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/project-management\",\"children\":\"Learn Project Management\"}]}],[\"$\",\"li\",\"Learn Business Administration\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/learn/business-administration\",\"children\":\"Learn Business Administration\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Courses\",{\"href\":\"https://www.edx.org/learn\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Courses\"}]]}]]}],[\"$\",\"div\",\"Step-by-step guides\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Step-by-step guides\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Become a Cybersecurity Analyst\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-cybersecurity-analyst\",\"children\":\"Become a Cybersecurity Analyst\"}]}],[\"$\",\"li\",\"Become a Data Scientist\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-data-scientist\",\"children\":\"Become a Data Scientist\"}]}],[\"$\",\"li\",\"Become a Social Media Manager\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-social-media-manager\",\"children\":\"Become a Social Media Manager\"}]}],[\"$\",\"li\",\"Become a Software Developer\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-software-developer\",\"children\":\"Become a Software Developer\"}]}],[\"$\",\"li\",\"Become a Software Engineer\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/become/how-to-become-a-software-engineer\",\"children\":\"Become a Software Engineer\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Guides\",{\"href\":\"https://www.edx.org/become\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Guides\"}]]}]]}],[\"$\",\"div\",\"Complete your bachelor's online\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Complete your bachelor's online\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Bachelor's in Business\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/business\",\"children\":\"Bachelor's in Business\"}]}],[\"$\",\"li\",\"Bachelor's in Computer Science / Data Science\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/computer-data-sciences\",\"children\":\"Bachelor's in Computer Science / Data Science\"}]}],[\"$\",\"li\",\"Bachelor's in Health and Nursing\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/health-social-services\",\"children\":\"Bachelor's in Health and Nursing\"}]}],[\"$\",\"li\",\"Bachelor's in Accounting\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/online-accounting-bachelor-degree\",\"children\":\"Bachelor's in Accounting\"}]}],[\"$\",\"li\",\"Bachelor's in Finance\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/online-bachelors-degree-finance\",\"children\":\"Bachelor's in Finance\"}]}],[\"$\",\"li\",\"Bachelor's in Psychology\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/psychology\",\"children\":\"Bachelor's in Psychology\"}]}],[\"$\",\"li\",\"Bachelor's in Public Health\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/bachelors-in-public-health-online\",\"children\":\"Bachelor's in Public Health\"}]}],[\"$\",\"li\",\"Bachelor's in Social Work\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/bachelors/social-work-bsw\",\"children\":\"Bachelor's in Social Work\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Undergraduate Degrees\",{\"href\":\"https://www.edx.org/bachelors\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Undergraduate Degrees\"}]]}]]}],[\"$\",\"div\",\"Earn your online graduate degree\",{\"className\":\"mr-12 mb-6 grow\",\"children\":[[\"$\",\"span\",null,{\"className\":\"uppercase font-roboto text-[1rem] font-normal text-left pb-6\",\"children\":\"Earn your online graduate degree\"}],[\"$\",\"ul\",null,{\"className\":\"my-6 list-none\",\"children\":[[\"$\",\"li\",\"Master's in Business Administration\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-mba\",\"children\":\"Master's in Business Administration\"}]}],[\"$\",\"li\",\"Master's in Public Health\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/masters-in-public-health-online\",\"children\":\"Master's in Public Health\"}]}],[\"$\",\"li\",\"Master's in Social Work\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-msw-programs\",\"children\":\"Master's in Social Work\"}]}],[\"$\",\"li\",\"Master's in Nursing\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-msn-programs\",\"children\":\"Master's in Nursing\"}]}],[\"$\",\"li\",\"Master's in Data Science\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-data-science\",\"children\":\"Master's in Data Science\"}]}],[\"$\",\"li\",\"Master's in Engineering\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-engineering\",\"children\":\"Master's in Engineering\"}]}],[\"$\",\"li\",\"Master's in Speech Pathology\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-slp-programs\",\"children\":\"Master's in Speech Pathology\"}]}],[\"$\",\"li\",\"Master's in Counseling\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/counseling\",\"children\":\"Master's in Counseling\"}]}],[\"$\",\"li\",\"Master's in Healthcare\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/healthcare\",\"children\":\"Master's in Healthcare\"}]}],[\"$\",\"li\",\"Master's in Education\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/masters-in-education-online\",\"children\":\"Master's in Education\"}]}],[\"$\",\"li\",\"Master's in AI\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-artificial-intelligence\",\"children\":\"Master's in AI\"}]}],[\"$\",\"li\",\"Master's in Computer Science\",{\"className\":\"mb-2 hover:underline text-[1rem]\",\"children\":[\"$\",\"a\",null,{\"className\":\"text-white hover:text-white\",\"href\":\"https://www.edx.org/masters/online-masters-in-computer-science\",\"children\":\"Master's in Computer Science\"}]}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col text-[1rem]\",\"children\":[[\"$\",\"a\",\"see more Graduate Degrees\",{\"href\":\"https://www.edx.org/masters\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Graduate Degrees\"}],[\"$\",\"a\",\"see more Doctorate Degrees\",{\"href\":\"https://www.edx.org/doctorate\",\"className\":\"hover:underline text-[1rem] text-white hover:text-white\",\"children\":\"see more Doctorate Degrees\"}]]}]]}]]}],[\"$\",\"div\",null,{\"className\":\"my-4 border-t-[1px] border-solid border-primary-foreground\"}]]}],[\"$\",\"$L140\",null,{\"links\":[{\"label\":\"edx\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Partner With Us\",\"url\":\"https://business.edx.org/partner?_gl=1*4owngl*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"About\",\"url\":\"https://www.edx.org/about-us\"},{\"label\":\"edX For Business\",\"url\":\"https://business.edx.org/?_gl=1*z6vab9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"Affiliates\",\"url\":\"https://www.edx.org/affiliate-program\"},{\"label\":\"Open edX\",\"url\":\"https://open.edx.org/?_gl=1*z6vab9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"2U Advisory Council\",\"url\":\"https://www.edx.org/advisory-groups\"},{\"label\":\"Careers\",\"url\":\"https://www.edx.org/careers\"},{\"label\":\"News\",\"url\":\"https://press.edx.org/?_gl=1*ldiou9*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"}]}},{\"label\":\"Connect\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Idea Hub\",\"url\":\"https://www.edx.org/resources\"},{\"label\":\"Contact Us\",\"url\":\"https://courses.edx.org/support/contact_us?_gl=1*9roxgx*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"Help Center\",\"url\":\"https://support.edx.org/?_gl=1*9roxgx*_gcl_au*Nzc1ODIwNTQ0LjE3NDY4MjI5NTY.*_ga*OTc4NDQxMDIzLjE3NTEzMTAxOTY.*_ga_D3KS4KMDT0*czE3NTI1MDM2NjEkbzUyJGcxJHQxNzUyNTAzODY5JGoyOSRsMCRoMA..\"},{\"label\":\"Security\",\"url\":\"https://www.edx.org/policy/security\"},{\"label\":\"Media Kit\",\"url\":\"https://www.edx.org/media-kit\"}]}},{\"label\":\"Legal\",\"url\":\"https://www.edx.org\",\"childItems\":{\"nodes\":[{\"label\":\"Terms of Service \u0026 Honor Code\",\"url\":\"https://www.edx.org/edx-terms-service\"},{\"label\":\"Privacy Policy\",\"url\":\"https://www.edx.org/edx-privacy-policy\"},{\"label\":\"Cookie Policy\",\"url\":\"https://www.edx.org/edx-privacy-policy/cookies\"},{\"label\":\"Accessibility Policy\",\"url\":\"https://www.edx.org/accessibility\"},{\"label\":\"Trademark Policy\",\"url\":\"https://www.edx.org/trademarks\"},{\"label\":\"Modern Slavery Statement\",\"url\":\"https://www.edx.org/modern-slavery-statement\"},{\"label\":\"Sitemap\",\"url\":\"https://www.edx.org/sitemap\"},{\"label\":\"Your Privacy Choices\",\"url\":\"https://www.edx.org/#\"}]}}],\"isSpanishLocale\":false}],[\"$\",\"div\",null,{\"className\":\"flex flex-wrap-reverse justify-between\",\"children\":[[\"$\",\"p\",null,{\"className\":\"text-primary-foreground text-[1rem]\",\"children\":[\"© \",2026,\" edX LLC. All rights reserved.\",[\"$\",\"br\",null,{}],[\"$\",\"span\",null,{\"children\":\"| 深圳市恒宇博科技有限公司\"}]]}],[\"$\",\"div\",null,{\"className\":\"flex gap-1\",\"children\":[[\"$\",\"a\",null,{\"href\":\"https://itunes.apple.com/us/app/edx/id945480667?mt=8\u0026external_link=true\",\"target\":\"_blank\",\"rel\":\"noopener noreferrer\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"/images/apple-store-badge-en.png\",\"alt\":\"Download on the App Store\",\"title\":\"Download on the App Store\",\"width\":120,\"height\":40,\"data-ot-ignore\":\"\",\"className\":\"optanon-category-C0001 \"}]}],[\"$\",\"a\",null,{\"href\":\"https://play.google.com/store/apps/details?id=org.edx.mobile\u0026external_link=true\",\"target\":\"_blank\",\"rel\":\"noopener noreferrer\",\"children\":[\"$\",\"$L42\",null,{\"src\":\"/images/google-play-badge-en.png\",\"alt\":\"Get it on Google Play\",\"title\":\"Get it on Google Play\",\"width\":135,\"height\":40,\"data-ot-ignore\":\"\",\"className\":\"optanon-category-C0001 \"}]}]]}]]}]]}]}]}]\n"])</script></body></html>