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id="page-id-3"><article class="container prose"><div class="bg-primary not-prose mx-break-out"><div class="container relative grid gap-2 grid-cols-1 md:grid-cols-2 lg:grid-cols-3 px-4 md:px-6 pb-6 lg:pb-0 lg:px-8 mb-8"><div class="absolute inset-0 bg-black/40 not-prose mx-break-out lg:hidden"></div><div class="col-span-1 lg:col-span-2 relative"><div class="relative z-10"><nav aria-label="breadcrumb" class="not-prose mb-4"><ol class="flex flex-wrap items-center gap-1.5 break-words text-base text-putty-dark sm:gap-2.5"><li class="inline-flex items-center gap-1.5 Breadcrumbs_breadcrumbs__0fm1_ text-primary-foreground capitalize"><a class="Breadcrumbs_breadcrumb_link__il5uK" href="/">Home</a></li><li role="presentation" aria-hidden="true" class="ml-0"><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="text-white font-bold w-4 h-4" style="stroke-width:1;stroke:white"><path d="M6.1584 3.13508C6.35985 2.94621 6.67627 2.95642 6.86514 3.15788L10.6151 7.15788C10.7954 7.3502 10.7954 7.64949 10.6151 7.84182L6.86514 11.8418C6.67627 12.0433 6.35985 12.0535 6.1584 11.8646C5.95694 11.6757 5.94673 11.3593 6.1356 11.1579L9.565 7.49985L6.1356 3.84182C5.94673 3.64036 5.95694 3.32394 6.1584 3.13508Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></li><li class="inline-flex items-center gap-1.5 Breadcrumbs_breadcrumbs__0fm1_ text-primary-foreground capitalize" aria-current="page"><span class="">cyber monday</span></li></ol></nav><h1 class="text-[2rem] lg:text-[2.5rem] leading-[1.1] text-white font-bold mb-4 p-0 pt-6 mt-0">This Cyber Monday, use your savings to invest in your future.</h1><div class="[&>*]:text-white [&>p]:text-lg text-primary-foreground"><p class="mb-4">Get up to 30% off select programs all month long using code EDXCYBER24</p><a href="#card-list" target="_self" 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-brand text-brand-foreground shadow border-2 border-brand hover:bg-white hover:text-brand-hover-foreground h-auto lg:h-10 px-4 text-base not-prose undefined"><span class="inline-flex gap-2 items-center justify-center break-words whitespace-normal">Get started</span></a></div></div></div><div class="hidden self-center md:block col-span-1 col-md-6 relative w-full md:h-[271px]"><div class="absolute md:inset-0 md:bg-black/40 md:z-10 lg:hidden"></div><img alt="Cyber Monday 2024" fetchPriority="high" decoding="async" data-nimg="fill" class="object-cover self-center " style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fimages.cdn.edx.org%2Fmeta526822-edX_2024-cyber-monday_lp_hero_364px_by_273px.jpg&w=3840&q=75"/></div></div></div><div class="Default_content__HO8we"><p><b>Professional growth means staying ahead in a competitive job market.</b> Stand out in your field by gaining the in-demand skills employers are seeking. From November 1 to December 3, 2024 save 30% on edX programs, 20% on executive education courses, and up to US$1,000 off participating boot camps. </p></div><div class="fullwidth py-8 px-4 md:px-0 bg-putty-100"><div class="w-full"><div class="md:flex flex-nowrap m-auto w-full"><div class="md:text-center flex-grow basis-1/4 md:border-r-4 border-yellow-500 md:last:border-0 md:-skew-x-12"><div class="md:hidden border-t-4 w-1/4 border-yellow-500"></div><div class="md:px-12 md:skew-x-12"><h3 class="text-primary text-lg mt-3.5 md:-md-1 mb-2 md:mb-2.5">30% off</h3><p class="text-sm mb-4 md:mb-0">select edX courses and programs</p></div></div><div class="md:text-center flex-grow basis-1/4 md:border-r-4 border-yellow-500 md:last:border-0 md:-skew-x-12"><div class="md:hidden border-t-4 w-1/4 border-yellow-500"></div><div class="md:px-12 md:skew-x-12"><h3 class="text-primary text-lg mt-3.5 md:-md-1 mb-2 md:mb-2.5">20% off</h3><p class="text-sm mb-4 md:mb-0">select executive education courses</p></div></div><div class="md:text-center flex-grow basis-1/4 md:border-r-4 border-yellow-500 md:last:border-0 md:-skew-x-12"><div class="md:hidden border-t-4 w-1/4 border-yellow-500"></div><div class="md:px-12 md:skew-x-12"><h3 class="text-primary text-lg mt-3.5 md:-md-1 mb-2 md:mb-2.5">Up to US$1,000 off</h3><p class="text-sm mb-4 md:mb-0">select boot camps</p></div></div></div></div></div><div class="Default_content__HO8we"><h2 id="card-list">Artificial intelligence</h2><p>Unpack the tools and capabilities of AI with courses in ChatGPT, natural language processing, industry applications, and more.</p></div><a class="subnav-item" id="cyber-monday-2024-|-artificial-intelligence-card-list"></a><a class="subnav-item" id=""></a><div class="mb-12"><div class="flex gap-4 py-4 flex-wrap undefined"></div><div class="flex justify-center mt-5"><span role="button" class="underline cursor-pointer">Show More</span></div></div><div class="Default_content__HO8we"><h2>Computer science</h2><p>Explore programming languages, software development, and the latest technologies — and discover their potential across various industries.</p></div><a class="subnav-item" id="cyber-monday-2024-|-computer-science-card-list"></a><a class="subnav-item" id=""></a><div class="mb-12"><div class="flex gap-4 py-4 flex-wrap undefined"></div><div class="flex justify-center mt-5"><span role="button" class="underline cursor-pointer">Show More</span></div></div><div class="Default_content__HO8we"><h2>Data science and analytics</h2><p>Expand your analytical skills, simplify complex data through visualization techniques, and leverage data analysis applications to solve real-world problems.</p></div><a class="subnav-item" id="cyber-monday-2024-|-data-science-and-analytics-card-list"></a><a class="subnav-item" id=""></a><div class="mb-12"><div class="flex gap-4 py-4 flex-wrap undefined"></div><div class="flex justify-center mt-5"><span role="button" class="underline cursor-pointer">Show More</span></div></div><div class="Default_content__HO8we"><h2><b>Business, management, and strategy</b></h2><p>Gain the skills and strategies to thrive in an ever-changing business landscape and lead organizations to success.</p></div><a class="subnav-item" id="cyber-monday-2024-|-business,-management,-and-strategy-card-list"></a><a class="subnav-item" id=""></a><div class="mb-12"><div class="flex gap-4 py-4 flex-wrap undefined"></div><div class="flex justify-center mt-5"><span role="button" class="underline cursor-pointer">Show More</span></div></div><div class="Default_content__HO8we"><h2>Popular on edX</h2><p>Learn which courses attract students, and which skills employers are seeking.</p></div><a class="subnav-item" id="cyber-monday-2024-|-popular-on-edx-card-list"></a><a class="subnav-item" id=""></a><div class="mb-12"><div class="flex gap-4 py-4 flex-wrap undefined"></div><div class="flex justify-center mt-5"><span role="button" class="underline cursor-pointer">Show More</span></div></div><div class="Default_content__HO8we"><p></p><p></p></div><div class="w-full p-0 m-0 flex flex-col lg:flex-row pt-6 pb-6 lg:pt-16 lg:pb-16 "><div><h2 class="tracking-tighter text-primary text-6xl mb-4 lg:pr-14 lg:mb-0 lg:mt-0.5">Frequently asked <span class="text-brand">questions</span></h2></div><div class="flex flex-col w-full no-underlines"><div class="flex flex-col gap-5 [&_button]:no-underline [&_button]:text-gray-dark [&_button:hover]:text-gray-dark" data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R16ljjtrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R6ljjtrkva:" class="flex flex-1 items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item="">Which offerings are eligible for the discount?<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-putty-dark transition-transform duration-200"><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></h3><div data-state="closed" id="radix-:R16ljjtrkva:" hidden="" role="region" aria-labelledby="radix-:R6ljjtrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1aljjtrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Raljjtrkva:" class="flex flex-1 items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item="">How do I redeem the discount on courses and programs?<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-putty-dark transition-transform duration-200"><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></h3><div data-state="closed" id="radix-:R1aljjtrkva:" hidden="" role="region" aria-labelledby="radix-:Raljjtrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1eljjtrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Reljjtrkva:" class="flex flex-1 items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item="">How do I redeem the discount on executive education courses?<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-putty-dark transition-transform duration-200"><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></h3><div data-state="closed" id="radix-:R1eljjtrkva:" hidden="" role="region" aria-labelledby="radix-:Reljjtrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1iljjtrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Riljjtrkva:" class="flex flex-1 items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item="">How do I redeem the discount on boot camps?<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-putty-dark transition-transform duration-200"><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></h3><div data-state="closed" id="radix-:R1iljjtrkva:" hidden="" role="region" aria-labelledby="radix-:Riljjtrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1mljjtrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rmljjtrkva:" class="flex flex-1 items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item="">I’m having trouble redeeming my discount. How can I get help?<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-putty-dark transition-transform duration-200"><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></h3><div data-state="closed" id="radix-:R1mljjtrkva:" hidden="" role="region" aria-labelledby="radix-:Rmljjtrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div><div class="Default_content__HO8we"><p><u>Disclaimer:</u></p><p><i>*Offer is valid until December 3, 2024, at 11:59 p.m. Eastern Time (U.S.). Offer does not apply to degree programs. Offer cannot be combined with other discount codes. To redeem the offer for verified courses, Professional Certificates, XSeries, MicroBachelors® Programs, and MicroMasters® Programs, use code EDXCYBER24 at checkout on edX.org.</i></p><p><i>Boot camp offer applies to programs from the following universities: Arizona State University, Case Western Reserve University, Michigan State University, Rice University, Southern Methodist University, Tecnológico de Monterrey, University of California, Irvine, University of Central Florida, University of Kansas, University of Minnesota, University of New Hampshire, University of North Carolina at Chapel Hill, University of North Carolina at Charlotte, University of Oregon, University of Richmond, University of Texas at San Antonio, University of Toronto, and University of Utah. The offer applies to any start date open for enrollment as long as you enroll and pay by December 3, 2024. Boot camp enrollment is only open to learners who reside in the country of the university offering the boot camp. Speak with the boot camp admissions team to redeem the offer and for details on applicable options.</i></p><p><i>Executive education offer is valid on the following universities: SDA Bocconi School of Management, Harvard Online, HEC Paris, IE University, the Institute for Management Development, The London School of Economics and Political Science, MIT Sloan School of Architecture and Planning, MIT Sloan School of Management, National University of Singapore, Northwestern University, Rice University, Stanford Center for Health Education, UC Davis Graduate School of Management, University of Cape Town, University of Oxford, and University of Toronto. The offer applies to any start date as long as you register and pay by December 3, 2024. To redeem the offer for executive education courses, register on getsmarter.com, using code EDXCYBER24 at checkout. </i></p><p><i>The discount cannot be combined with any other offers for edX courses and programs, boot camp programs, or executive education courses.</i></p></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 href="/" class="mb-6"><img alt="edX homepage" data-ot-ignore="true" 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="flex gap-6 mb-4 items-center justify-center align-middle"><a class="text-white" href="https://www.facebook.com/EdxOnline" target="_blank" role="button" aria-label="Visit our Facebook page"><svg width="28" height="28" 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Learners are encouraged to explore advanced techniques utilizing neural networks and transformers.\u003c/p\u003e2f8: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"])</script><script>self.__next_f.push([1," 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 will 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\u003e2f9:T5dd,\u003cp\u003eThe demand for expertise in AI and machine learning is growing rapidly. 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That means you can ask questions in real time, engage in discussions with fellow classmates and feel supported as you learn something entirely new. \u003c/p\u003e\r\n\u003cp\u003eAll instructors are assessed for not only their experience in the field, but also their ability to successfully communicate complex AI concepts in an online environment. After class, instructors hold office hours where you can check in, ask questions and problem-solve on assignments.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"2fd:T645,\u003cp\u003eProgramming and data preparation for AI\u003c/p\u003e\r\n\u003cp\u003eIn this first section, you will learn fundamental skills to source, prepare and analyze data for machine learning models and AI applications. 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You will leverage skills learned in this first section such as programming, data preparation, visualization and forecasting.\u003c/p\u003e\r\n\u003cp\u003eMachine learning fundamentals and AI ethics\u003c/p\u003e\r\n\u003cp\u003eThe second section takes your programming and data skills to the next level through learning machine learning, using supervised and unsupervised learning, evaluating models for optimal performance, and understanding the legal and ethical considerations of using artificial intelligence. \u003c/p\u003e\r\n\u003cp\u003ePortfolio project: This section concludes in a project where you will train machine learning models, optimize the models and evaluate model performance in order to choose the best model for your application.\u003c/p\u003e\r\n\u003cp\u003eNatural language processing and AI applications\u003c/p\u003e\r\n\u003cp\u003eThe final section of the course will explore cutting-edge AI topics such as neural networks, deep learning, natural language processing, transformers and emerging topics in AI. \u003c/p\u003e\r\n\u003cp\u003ePortfolio project: The final section of the course consists of a capstone project that utilizes skills and knowledge from across the course. Learners are encouraged to explore advanced techniques utilizing neural networks and transformers.\u003c/p\u003e2fe:T858,"])</script><script>self.__next_f.push([1,"\u003cp dir=\"ltr\"\u003eIn an increasingly digitized and technologically evolving world, it is crucial to stay informed about the tools and resources that are reshaping education. Undoubtedly, ChatGPT is one of these tools, revolutionizing how students access and process information, and how educators design and deliver personalized educational content.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nChatGPT is a conversational language model developed by OpenAI. It operates by employing natural language processing techniques and is trained on vast amounts of text to generate responses to user-provided questions or prompts.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nThe potential of these technologies in education is evident. ChatGPT, Bard, or Bing can assist educators in several tasks, such as content generation and learning activities. However, new technologies bring along a series of changes, challenges, and concerns regarding their use in education. On one hand, optimists praise these tools for supporting teaching. On the other hand, skeptics perceive a clear challenge, particularly regarding the possibility of students easily completing tasks using tools like ChatGPT. These concerns and questions arise whenever new technologies appear in the educational domain. Yet, as usual, these concerns must be considered within a broader framework of reflection, encompassing the relationship (past, present, and future) between technologies and education.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nIn this course, you will discover how to effectively and creatively engage with ChatGPT to obtain surprising and relevant responses in the educational realm. Through practical examples, we will explore everything you need to know about ChatGPT, from designing curriculum plans and orchestrating learning experiences to creating instructional materials and crafting assessments.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nAt the end of this course, participants will have a better understanding of how to use ChatGPT to enhance teaching and learning processes. Participants will also have the opportunity to experiment with ChatGPT and develop their own ideas on how to integrate it into their teaching practice.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"2ff:T858,"])</script><script>self.__next_f.push([1,"\u003cp dir=\"ltr\"\u003eIn an increasingly digitized and technologically evolving world, it is crucial to stay informed about the tools and resources that are reshaping education. Undoubtedly, ChatGPT is one of these tools, revolutionizing how students access and process information, and how educators design and deliver personalized educational content.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nChatGPT is a conversational language model developed by OpenAI. It operates by employing natural language processing techniques and is trained on vast amounts of text to generate responses to user-provided questions or prompts.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nThe potential of these technologies in education is evident. ChatGPT, Bard, or Bing can assist educators in several tasks, such as content generation and learning activities. However, new technologies bring along a series of changes, challenges, and concerns regarding their use in education. On one hand, optimists praise these tools for supporting teaching. On the other hand, skeptics perceive a clear challenge, particularly regarding the possibility of students easily completing tasks using tools like ChatGPT. These concerns and questions arise whenever new technologies appear in the educational domain. Yet, as usual, these concerns must be considered within a broader framework of reflection, encompassing the relationship (past, present, and future) between technologies and education.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nIn this course, you will discover how to effectively and creatively engage with ChatGPT to obtain surprising and relevant responses in the educational realm. Through practical examples, we will explore everything you need to know about ChatGPT, from designing curriculum plans and orchestrating learning experiences to creating instructional materials and crafting assessments.\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003c/p\u003e\n\u003cp dir=\"ltr\"\u003e\n\nAt the end of this course, participants will have a better understanding of how to use ChatGPT to enhance teaching and learning processes. Participants will also have the opportunity to experiment with ChatGPT and develop their own ideas on how to integrate it into their teaching practice.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"300: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, perceiving the relative risk of alternative decisions, and pinpointing sources of variation will be highlighted.\u003c/p\u003e301: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 W"])</script><script>self.__next_f.push([1,"orld 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, perceiving the relative risk of alternative decisions, and pinpointing sources of variation will be highlighted.\u003c/p\u003e302:T7d0,\u003cp\u003eHarness the power of AI with UNC Charlotte.\u003c/p\u003e\n\u003cp\u003eLead the way in all things AI: Learn how to leverage AI and machine learning to automate, solve problems, and drive results. No previous programming experience required. \u003c/p\u003e\n\u003cp\u003eShowcase your new skills to employers: Flex your newfound AI skills and build a portfolio through nine challenges and three team-based projects.\u003c/p\u003e\n\u003cp\u003eMake connections that open doors: Gain access to a network of 250+ employers looking to hire.\u003c/p\u003e\n\u003cp\u003eExplore funding options: Find payment plans and other financial resources to meet your needs.\u003c/p\u003e\n\u003cp\u003eNo previous programming skills are required to apply, however, it is recommended that applicants hold a bachelor’s degree and/or two years of work experience in business, finance, statistics, management, or a related field.\u003c/p\u003e\n\u003cp\u003eAs you prepare to start, switch, or upgrade your career, we will support your learning journey with unparalleled services and resources.\u003c/p\u003e\n\u003cp\u003eGet: 24/7 on-demand learning assistance via text or video chat.\u003c/p\u003e\n\u003cp\u003eWork: one-on-one with a tutor if you get stuck on any problems or assignments. \u003c/p\u003e\n\u003cp\u003eConnect: with a powerful network of engaged instructors, TAs, peers, and alumni.\u003c/p\u003e\n\u003cp\u003eMeet: one-on-one with a career coach and tap into our network of 250+ employers.\u003c/p\u003e\n\u003cp\u003eBuild: a portfolio as proof of your new skills in AI.\u003c/p\u003e\n"])</script><script>self.__next_f.push([1,"\u003cp\u003eAI applications rely on human intelligence. To take advantage of all things AI, employers will need professionals who understand AI applications and can leverage them to lead solutions and drive results. As AI becomes more integrated into businesses, there is a growing demand for AI support roles. In 2022, 39% of businesses reported hiring software engineers, and 35% hired data engineers for AI-related positions, according to a McKinsey report.1 \u003c/p\u003e\n\u003cp\u003eThe AI Boot Camp at UNC Charlotte will prepare you to leverage AI and machine learning to solve business problems and to discuss the latest innovations in AI with key stakeholders.\u003c/p\u003e303:T9d2,"])</script><script>self.__next_f.push([1,"\u003cp\u003eA curriculum that’s current: Learn where AI is now\u003c/p\u003e\n\u003cp\u003eOur rigorous AI boot camp curriculum reflects the latest in an ever-changing field. You will learn everything from “What is AI?” to machine learning optimization to emerging topics, such as generative AI, and the future of AI. Classes are delivered through high-quality coursework and live, online classes led by instructors who are fully vetted by UNC Charlotte. That means you can ask questions in real-time, engage in discussion with fellow classmates, and feel supported as you learn something entirely new. \u003c/p\u003e\n\u003cp\u003eAll instructors are assessed for not only their experience in the field, but also their ability to successfully communicate complex AI concepts in an online environment. After class, instructors hold office hours where you can check in, ask questions, and problem solve on assignments.\u003c/p\u003e\n\u003cp\u003e[Accordion] Programming and data preparation for AI\u003c/p\u003e\n\u003cp\u003eIn this first section, you will learn fundamental skills to source, prepare, and analyze data for machine learning models and AI applications. Building on these skills, you will learn to make predictive models to use for forecasting time series data.\u003c/p\u003e\n\u003cp\u003ePortfolio project: This section will culminate in a project where you will prepare data and forecast predictions. You will leverage skills learned in this first section such as programming, data preparation, visualization, and forecasting.\u003c/p\u003e\n\u003cp\u003e[Accordion] Machine learning fundamentals and AI ethics\u003c/p\u003e\n\u003cp\u003eThe second section takes your programming and data skills to the next level through learning machine learning, using supervised and unsupervised learning, evaluating models for optimal performance, and understanding the legal and ethical considerations of using artificial intelligence. \u003c/p\u003e\n\u003cp\u003ePortfolio project: This section concludes in a project where you will train machine learning models, optimize the models, and evaluate model performance in order to choose the best model for your application.\u003c/p\u003e\n\u003cp\u003e[Accordion] Natural language processing and AI applications\u003c/p\u003e\n\u003cp\u003eThe final section of the course will explore cutting edge AI topics such as neural networks, deep learning, natural language processing, transformers, and emerging topics in AI. \u003c/p\u003e\n\u003cp\u003ePortfolio project: The final section of the course consists of a capstone project that utilizes skills and knowledge from across the course. Learners are encouraged to explore advanced techniques utilizing neural networks and transformers.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"304:T7d0,\u003cp\u003eHarness the power of AI with UNC Charlotte.\u003c/p\u003e\n\u003cp\u003eLead the way in all things AI: Learn how to leverage AI and machine learning to automate, solve problems, and drive results. No previous programming experience required. \u003c/p\u003e\n\u003cp\u003eShowcase your new skills to employers: Flex your newfound AI skills and build a portfolio through nine challenges and three team-based projects.\u003c/p\u003e\n\u003cp\u003eMake connections that open doors: Gain access to a network of 250+ employers looking to hire.\u003c/p\u003e\n\u003cp\u003eExplore funding options: Find payment plans and other financial resources to meet your needs.\u003c/p\u003e\n\u003cp\u003eNo previous programming skills are required to apply, however, it is recommended that applicants hold a bachelor’s degree and/or two years of work experience in business, finance, statistics, management, or a related field.\u003c/p\u003e\n\u003cp\u003eAs you prepare to start, switch, or upgrade your career, we will support your learning journey with unparalleled services and resources.\u003c/p\u003e\n\u003cp\u003eGet: 24/7 on-demand learning assistance via text or video chat.\u003c/p\u003e\n\u003cp\u003eWork: one-on-one with a tutor if you get stuck on any problems or assignments. \u003c/p\u003e\n\u003cp\u003eConnect: with a powerful network of engaged instructors, TAs, peers, and alumni.\u003c/p\u003e\n\u003cp\u003eMeet: one-on-one with a career coach and tap into our network of 250+ employers.\u003c/p\u003e\n\u003cp\u003eBuild: a portfolio as proof of your new skills in AI.\u003c/p\u003e\n\u003cp\u003eAI applications rely on human intelligence. To take advantage of all things AI, employers will need professionals who understand AI applications and can leverage them to lead solutions and drive results. As AI becomes more integrated into businesses, there is a growing demand for AI support roles. In 2022, 39% of businesses reported hiring software engineers, and 35% hired data engineers for AI-related positions, according to a McKinsey report.1 \u003c/p\u003e\n\u003cp\u003eThe AI Boot Camp at UNC Charlotte will prepare you to leverage AI and machine learning to solve business problems and to discuss the latest innovations in AI with key stakeholders.\u003c/p\u003e305:T9d2,"])</script><script>self.__next_f.push([1,"\u003cp\u003eA curriculum that’s current: Learn where AI is now\u003c/p\u003e\n\u003cp\u003eOur rigorous AI boot camp curriculum reflects the latest in an ever-changing field. You will learn everything from “What is AI?” to machine learning optimization to emerging topics, such as generative AI, and the future of AI. Classes are delivered through high-quality coursework and live, online classes led by instructors who are fully vetted by UNC Charlotte. That means you can ask questions in real-time, engage in discussion with fellow classmates, and feel supported as you learn something entirely new. \u003c/p\u003e\n\u003cp\u003eAll instructors are assessed for not only their experience in the field, but also their ability to successfully communicate complex AI concepts in an online environment. After class, instructors hold office hours where you can check in, ask questions, and problem solve on assignments.\u003c/p\u003e\n\u003cp\u003e[Accordion] Programming and data preparation for AI\u003c/p\u003e\n\u003cp\u003eIn this first section, you will learn fundamental skills to source, prepare, and analyze data for machine learning models and AI applications. Building on these skills, you will learn to make predictive models to use for forecasting time series data.\u003c/p\u003e\n\u003cp\u003ePortfolio project: This section will culminate in a project where you will prepare data and forecast predictions. You will leverage skills learned in this first section such as programming, data preparation, visualization, and forecasting.\u003c/p\u003e\n\u003cp\u003e[Accordion] Machine learning fundamentals and AI ethics\u003c/p\u003e\n\u003cp\u003eThe second section takes your programming and data skills to the next level through learning machine learning, using supervised and unsupervised learning, evaluating models for optimal performance, and understanding the legal and ethical considerations of using artificial intelligence. \u003c/p\u003e\n\u003cp\u003ePortfolio project: This section concludes in a project where you will train machine learning models, optimize the models, and evaluate model performance in order to choose the best model for your application.\u003c/p\u003e\n\u003cp\u003e[Accordion] Natural language processing and AI applications\u003c/p\u003e\n\u003cp\u003eThe final section of the course will explore cutting edge AI topics such as neural networks, deep learning, natural language processing, transformers, and emerging topics in AI. \u003c/p\u003e\n\u003cp\u003ePortfolio project: The final section of the course consists of a capstone project that utilizes skills and knowledge from across the course. Learners are encouraged to explore advanced techniques utilizing neural networks and transformers.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"306: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,"307: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,"308:T47b,\u003cp\u003eWork and research in healthcare are evolving rapidly, partly because of innovative technology that is introduced due to a far-reaching digitization of the health sector. AI is one of these technologies that already influences healthcare today for the benefit of patients, professionals, and scholars, and it will continue to do so in the future. Therefore, current and future professionals and scholars, like yourself, will be challenged with the correct adoption of AI in healthcare.\u003c/p\u003e\n\u003cp\u003eThis course is intended to empower you as a healthcare professional or scholar with insights and critical knowledge on the AI era, general principles and concepts of AI, the added value of AI in healthcare and associated data, ethics and regulatory boundaries. The course considers AI in healthcare, both from the perspective of the healthcare professional who wants to be able to evaluate the benefits, limitations and pitfalls of (working with) AI; as well as from the developer’s perspective, who needs to be aware of the technical background in establishing and validating algorithms for AI applications, as well as of the healthcare context.\u003c/p\u003e309:T47b,\u003cp\u003eWork and research in healthcare are evolving rapidly, partly because of innovative technology that is introduced due to a far-reaching digitization of the health sector. AI is one of these technologies that already influences healthcare today for the benefit of patients, professionals, and scholars, and it will continue to do so in the future. Therefore, current and future professionals and scholars, like yourself, will be challenged with the correct adoption of AI in healthcare.\u003c/p\u003e\n\u003cp\u003eThis course is intended to empower you as a healthcare professional or scholar with insights and critical knowledge on the AI era, general principles and concepts of AI, the added value of AI in healthcare and associated data, ethics and regulatory boundaries. The course considers AI in healthcare, both from the perspective of the healthcare professional who wants to be able to evaluat"])</script><script>self.__next_f.push([1,"e the benefits, limitations and pitfalls of (working with) AI; as well as from the developer’s perspective, who needs to be aware of the technical background in establishing and validating algorithms for AI applications, as well as of the healthcare context.\u003c/p\u003e30a:T89a,"])</script><script>self.__next_f.push([1,"\u003cp\u003eStart by recognizing AI’s multiple benefits and implications and end by making a plan for its application.\u003c/p\u003e\r\n\r\n\u003cp\u003eArtificial Intelligence (AI) is like electricity must have been 140 years ago. We may not yet be able to properly imagine how it will affect our lives, but organizations need to start thinking about how AI can be applied to and improve everyday practice.\u003c/p\u003e\r\n\r\n\u003cp\u003eWe can’t just leave this to the coding elite either. This program is therefore not about difficult algorithms and complex programming. Rather, it is for anyone, regardless of their professional background or job role, who is interested in learning how to prepare for and apply AI in their own situation, for instance:\r\n\u003cul\u003e\r\n\u003cli\u003eExperienced managers who want to know what AI can do for their own organization.\u003c/li\u003e\r\n\u003cli\u003eData analysts or business consultants who want to understand how AI can be applied in the business processes of the company for which they work.\u003c/li\u003e\r\n\u003cli\u003eStudents who want to understand how the results of AI research can be translated into practical applications.\u003c/li\u003e\r\n\u003c/ul\u003e\u003c/p\u003e\r\n\r\n\u003cp\u003eAI innovative solutions, such as the use of machine learning, deep learning, computational argumentation, diagnostic image analysis, reinforcement learning, natural language processing, robotics and data analytics, can help you and your company solve specific problems, drive efficiency and improve performance and decision-making.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis two-course program provides a wide range of cases and examples of current AI applications in various organizations. It presents ideas and case studies for actual situations based on state-of-the-art AI research, and provides practical tools for integrating AI into your own organization.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis program has been developed by Delft University of Technology and the Innovation Center for Artificial Intelligence Academy (ICAI) in the Netherlands. ICAI is a national initiative involving industry, universities and government in the area of AI research and applications. 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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\u003e316:T45f,\u003cp\u003eAre you interested in entering the world of digital marketing? 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The rise of the digital world is transforming the way people research, interact with, and make decisions about products and businesses.\u003c/p\u003e\n\u003cp\u003eThe Digital Marketing Boot Camp is a challenging, part-time digital marketing program that takes a multidisciplinary approach to attain proficiency in:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003emarketing strategy,\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ecampaign development,\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003edigital advertising, and\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003emodern tools in site analytics and reporting.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eAs part of our world-class Digital Marketing Boot Camp, you’ll have access to a voucher for one (1) of 5 (five) Meta (Facebook) certification exams.\u003c/p\u003e\n\u003cp\u003eIn addition to our certification partnership with Meta, we match you with real employers for micro-internships, which provide a way to gain real-world experience with real clients.\u003c/p\u003e\n\u003cp\u003eBy the end of our bootcamp, you’ll have the skills to pursue a career as an SEO specialist, digital marketing manager or social media strategist.\u003c/p\u003e\n\u003cp\u003e*micro-internships available for US students only.\u003c/p\u003e318: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. 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It is also suitable if you are considering undertaking a project in the near future and are seeking to learn and apply essential project management knowledge and skills.\u003c/p\u003e\n\u003cp\u003eTo deliver a project successfully, it’s important to start by clearly identifying what the project is, and what its outcomes will be. In the course, we will show you practical ways to explore and understand your goals from the outset of your project, and to consider all the factors that may affect its execution. Step by step you will learn how to plan, scope, schedule, cost and manage your project from beginning to end. 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Additionally, those looking to gain holistic and transformative knowledge, and a powerful long-term network that will help accelerate their career growth and broaden their professional impact, will find this programme beneficial.\u003c/p\u003e\n\u003cp\u003e\u003cimg alt=\"\" src=\"https://www.getsmarter.com/rails/active_storage/blobs/eyJfcmFpbHMiOnsibWVzc2FnZSI6IkJBaHBBbGdUIiwiZXhwIjpudWxsLCJwdXIiOiJibG9iX2lkIn19--0af0f61353eb8e7506f475b115f241e7d64596ca/cpd_accreditation_logo.png\" /\u003e\u003c/p\u003e\n\u003cp\u003eThe 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. \u003c/p\u003e\n\u003cp\u003e\u003cem\u003eNote: should you wish to claim CPD activity, the onus is on you. 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Oxford Saïd 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,"31e: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 projects using “pure” Agile Scrum and Lean Kanban techniques. 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You will also learn the trade-"])</script><script>self.__next_f.push([1,"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\u003e320:T771,\u003cp\u003eLearn about contracts from former Harvard Law Professor Charles Fried, one of the world's leading 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 te"])</script><script>self.__next_f.push([1,"rms 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\u003e321:T771,\u003cp\u003eLearn about contracts from former Harvard Law Professor Charles Fried, one of the world's leading 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. K"])</script><script>self.__next_f.push([1,"nowing 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\u003e322: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"])</script><script>self.__next_f.push([1,", 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 transition 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\u003e323: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 transition into senior management or C-suite roles will be able to deepen their leadership know"])</script><script>self.__next_f.push([1,"ledge 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\u003e324:T45f,\u003cp\u003eAre you interested in entering the world of digital marketing? The rise of the digital world is transforming the way people research, interact with, and make decisions about products and businesses.\u003c/p\u003e\n\u003cp\u003eThe Digital Marketing Boot Camp is a challenging, part-time digital marketing program that takes a multidisciplinary approach to attain proficiency in:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003emarketing strategy,\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ecampaign development,\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003edigital advertising, and\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003emodern tools in site analytics and reporting.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eAs part of our world-class Digital Marketing Boot Camp, you’ll have access to a voucher for one (1) of 5 (five) Meta (Facebook) certification exams.\u003c/p\u003e\n\u003cp\u003eIn addition to our certification partnership with Meta, we match you with real employers for micro-internships, which provide a way to gain real-world experience with real clients.\u003c/p\u003e\n\u003cp\u003eBy the end of our bootcamp, you’ll have the skills to pursue a career as an SEO specialist, digital marketing manager or social media strategist.\u003c/p\u003e\n\u003cp\u003e*micro-internships available for US students only.\u003c/p\u003e325:T45f,\u003cp\u003eAre you interested in entering the world of digital marketing? The rise of the digital world is transforming the way people research, interact with, and make decisions about products and businesses.\u003c/p\u003e\n\u003cp\u003eThe Digital Marketing Boot Camp is a challenging, part-time digital marketing program that takes a multidisciplinary approach to attain proficiency in:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003emarketing strategy,\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003ecampaign development,\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003edigital advertising, and\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003emodern tools in site analytics and reporting.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eAs part of our world-class Digital Marketing Boot Camp, you’ll have access to a voucher for one (1) of 5 (five) Meta (Facebook)"])</script><script>self.__next_f.push([1," certification exams.\u003c/p\u003e\n\u003cp\u003eIn addition to our certification partnership with Meta, we match you with real employers for micro-internships, which provide a way to gain real-world experience with real clients.\u003c/p\u003e\n\u003cp\u003eBy the end of our bootcamp, you’ll have the skills to pursue a career as an SEO specialist, digital marketing manager or social media strategist.\u003c/p\u003e\n\u003cp\u003e*micro-internships available for US students only.\u003c/p\u003e326:T656,\u003cp\u003e\u003cstrong\u003eDuration\u003c/strong\u003e : 6 months (Including orientation and 2 week-long breaks)\u003c/p\u003e\n\u003cp\u003e__\u003c/p\u003e\n\u003cp\u003eThe demand for highly skilled leaders is growing in today’s fast-evolving business landscape. Executives need a holistic skill set to advance their careers and build resilient, high-performing organisations.\u003c/p\u003e\n\u003cp\u003eThe Oxford Senior Leadership Executive Programme combines content from three leading online programmes from Saïd Business School, University of Oxford, to provide you with leadership, strategy, and resilience skills to ensure your organisation thrives.\u003c/p\u003e\n\u003cp\u003eIf you want to build resilient, high-performing organisations, this programme is for you. 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Whether you are employed or a full-time student, our boot camp is designed to fit into your life, with convenient weekend and evening sessions.\u003c/p\u003e\n\u003cp\u003eWhat You’ll Receive\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eYou will learn the fundamental and specialized skills necessary to land a job or advance in the booming field of data analytics, including Python, JavaScript, intermediate Excel, SQL databases, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will get a hands-on, classroom learning experience, conducting robust analytics on a host of real-world problems.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will gain access to a tutor network, al"])</script><script>self.__next_f.push([1,"lowing you to get help both inside and outside the classroom.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will receive career-planning assistance, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePortfolio reviews, resume and social media profile support, career content and practice sessions, technical interview training, 1:1 career coaching, soft skills training, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAccess to a dedicated career materials advisor and career director who will work with you throughout the program and prepare you to be employer competitive.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e32e:T503,\u003cp\u003eOur data boot camp is a 24-week, part-time program that gives you the knowledge and skills to conduct robust analytics on a host of real-world problems. Whether you are employed or a full-time student, our boot camp is designed to fit into your life, with convenient weekend and evening sessions.\u003c/p\u003e\n\u003cp\u003eWhat You’ll Receive\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eYou will learn the fundamental and specialized skills necessary to land a job or advance in the booming field of data analytics, including Python, JavaScript, intermediate Excel, SQL databases, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will get a hands-on, classroom learning experience, conducting robust analytics on a host of real-world problems.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will gain access to a tutor network, allowing you to get help both inside and outside the classroom.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will receive career-planning assistance, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePortfolio reviews, resume and social media profile support, career content and practice sessions, technical interview training, 1:1 career coaching, soft skills training, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAccess to a dedicated career materials advisor and career director who will work with you throughout the program and prepare you to be employer competitive.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e32f:T503,\u003cp\u003eOur data boot camp is a 24-week, part-time program that gives you the knowledge and skills to conduct robust analytics on a host of real-world problems. Whether you are employed or a full-time student, our bo"])</script><script>self.__next_f.push([1,"ot camp is designed to fit into your life, with convenient weekend and evening sessions.\u003c/p\u003e\n\u003cp\u003eWhat You’ll Receive\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eYou will learn the fundamental and specialized skills necessary to land a job or advance in the booming field of data analytics, including Python, JavaScript, intermediate Excel, SQL databases, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will get a hands-on, classroom learning experience, conducting robust analytics on a host of real-world problems.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will gain access to a tutor network, allowing you to get help both inside and outside the classroom.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will receive career-planning assistance, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePortfolio reviews, resume and social media profile support, career content and practice sessions, technical interview training, 1:1 career coaching, soft skills training, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAccess to a dedicated career materials advisor and career director who will work with you throughout the program and prepare you to be employer competitive.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e330: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 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 "])</script><script>self.__next_f.push([1,"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\u003e331: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 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 "])</script><script>self.__next_f.push([1,"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\u003e332:T503,\u003cp\u003eOur data boot camp is a 24-week, part-time program that gives you the knowledge and skills to conduct robust analytics on a host of real-world problems. Whether you are employed or a full-time student, our boot camp is designed to fit into your life, with convenient weekend and evening sessions.\u003c/p\u003e\n\u003cp\u003eWhat You’ll Receive\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eYou will learn the fundamental and specialized skills necessary to land a job or advance in the booming field of data analytics, including Python, JavaScript, intermediate Excel, SQL databases, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will get a hands-on, classroom learning experience, conducting robust analytics on a host of real-world problems.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will gain access to a tutor network, allowing you to get help both inside and outside the classroom.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will receive career-planning assistance, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePortfolio reviews, resume and social media profile support, career content and practice sessions, technical interview training, 1:1 career coaching, soft skills training, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAccess to a dedicated career materials advisor and career director who will work with you throughout the program and prepare you to be employer competitive.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e333:T503,\u003cp\u003eOur data boot camp is a 24-week, part-time program that gives you the knowledge and skills to conduct robust analytics on a host of real-world problems. Whether you are employed or a full-time student, our boot camp is designed to fit into your life, with convenient weekend and evening sessions.\u003c/p\u003e\n\u003cp\u003eWhat You’ll Receive\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eYou will learn the fundamental and specialized skills necessary to land"])</script><script>self.__next_f.push([1," a job or advance in the booming field of data analytics, including Python, JavaScript, intermediate Excel, SQL databases, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will get a hands-on, classroom learning experience, conducting robust analytics on a host of real-world problems.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will gain access to a tutor network, allowing you to get help both inside and outside the classroom.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will receive career-planning assistance, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePortfolio reviews, resume and social media profile support, career content and practice sessions, technical interview training, 1:1 career coaching, soft skills training, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAccess to a dedicated career materials advisor and career director who will work with you throughout the program and prepare you to be employer competitive.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e334:T4c8,\u003cp\u003eThe demand for skilled data science practitioners in industry, academia, and government is rapidly growing. The HarvardX Data Science program prepares you with the necessary knowledge base and useful skills to tackle real-world data analysis challenges. The program covers concepts such as probability, inference, regression, and machine learning and helps you develop an essential 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\r\n\r\n\u003cp\u003eIn each course, we use motivating case studies, ask specific questions, and learn by answering these through data analysis. Case studies include: Trends in World Health and Economics, US Crime Rates, The Financial Crisis of 2007-2008, Election Forecasting, Building a Baseball Team (inspired by Moneyball), and Movie Recommendation Systems.\u003c/p\u003e\r\n\r\n\u003cp\u003eThroughout the program, we will be using the R software environment. You will learn R, statistical concepts, and data analysis techniques simultaneously. We believe that you can better retain R knowledge "])</script><script>self.__next_f.push([1,"when you learn how to solve a specific problem.\u003c/p\u003e335:T4c8,\u003cp\u003eThe demand for skilled data science practitioners in industry, academia, and government is rapidly growing. The HarvardX Data Science program prepares you with the necessary knowledge base and useful skills to tackle real-world data analysis challenges. The program covers concepts such as probability, inference, regression, and machine learning and helps you develop an essential 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\r\n\r\n\u003cp\u003eIn each course, we use motivating case studies, ask specific questions, and learn by answering these through data analysis. Case studies include: Trends in World Health and Economics, US Crime Rates, The Financial Crisis of 2007-2008, Election Forecasting, Building a Baseball Team (inspired by Moneyball), and Movie Recommendation Systems.\u003c/p\u003e\r\n\r\n\u003cp\u003eThroughout the program, we will be using the R software environment. You will learn R, statistical concepts, and data analysis techniques simultaneously. We believe that you can better retain R knowledge when you learn how to solve a specific problem.\u003c/p\u003e336: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 a"])</script><script>self.__next_f.push([1,"nd 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\u003e337: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 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://"])</script><script>self.__next_f.push([1,"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\u003e338:T503,\u003cp\u003eOur data boot camp is a 24-week, part-time program that gives you the knowledge and skills to conduct robust analytics on a host of real-world problems. Whether you are employed or a full-time student, our boot camp is designed to fit into your life, with convenient weekend and evening sessions.\u003c/p\u003e\n\u003cp\u003eWhat You’ll Receive\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eYou will learn the fundamental and specialized skills necessary to land a job or advance in the booming field of data analytics, including Python, JavaScript, intermediate Excel, SQL databases, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will get a hands-on, classroom learning experience, conducting robust analytics on a host of real-world problems.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will gain access to a tutor network, allowing you to get help both inside and outside the classroom.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will receive career-planning assistance, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePortfolio reviews, resume and social media profile support, career content and practice sessions, technical interview training, 1:1 career coaching, soft skills training, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAccess to a dedicated career materials advisor and career director who will work with you throughout the program and prepare you to be employer competitive.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e339:T503,\u003cp\u003eOur data boot camp is a 24-week, part-time program that gives you the knowledge and skills to conduct robust analytics on a host of real-world problems. Whether you are employed or a f"])</script><script>self.__next_f.push([1,"ull-time student, our boot camp is designed to fit into your life, with convenient weekend and evening sessions.\u003c/p\u003e\n\u003cp\u003eWhat You’ll Receive\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eYou will learn the fundamental and specialized skills necessary to land a job or advance in the booming field of data analytics, including Python, JavaScript, intermediate Excel, SQL databases, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will get a hands-on, classroom learning experience, conducting robust analytics on a host of real-world problems.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will gain access to a tutor network, allowing you to get help both inside and outside the classroom.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eYou will receive career-planning assistance, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePortfolio reviews, resume and social media profile support, career content and practice sessions, technical interview training, 1:1 career coaching, soft skills training, and more.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAccess to a dedicated career materials advisor and career director who will work with you throughout the program and prepare you to be employer competitive.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e33a:T820,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions.\u003c/p\u003e\n\u003cp\u003eProbabilistic models use the language of mathematics. But instead of relying on the traditional \"theorem-proof\" format, we develop the material in an intuitive -- but still rigorous and mathematically-precise -- manner. Furthermore, while the applications are multiple and evident, we emphasize the basic concepts and methodologies that are universally applicable.\u003c/p\u003e\n\u003cp\u003eThe course covers all of the basic probability concepts, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003emultiple discrete or continuous random variables, expectations, and conditional distributions\u003c/li\u003e\n\u003cli\u003elaws of large numbers\u003c/li\u003e\n\u003cli\u003ethe main tools of Bayesian inference methods\u003c/li\u003e\n\u003cli\u003ean introduction to random processes (Poisson processes and Markov chains)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe contents of this courseare heavily based upon the corresponding MIT class -- \u003cem\u003eIntroduction to Probability\u003c/em\u003e -- a course that has been offered and continuously refined over more than 50 years. It is a challenging class but will enable you to apply the tools of probability theory to real-world applications or to your research.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThis course is part of the\u003ca href=\"https://micromasters.mit.edu/ds/\"\u003eMITx MicroMasters Program in Statistics and Data Science\u003c/a\u003e. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities. To learn more about this program, please visit \u003ca href=\"https://micromasters.mit.edu/ds/\"\u003ehttps://micromasters.mit.edu/ds/\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"33b:T820,"])</script><script>self.__next_f.push([1,"\u003cp\u003eThe world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions.\u003c/p\u003e\n\u003cp\u003eProbabilistic models use the language of mathematics. But instead of relying on the traditional \"theorem-proof\" format, we develop the material in an intuitive -- but still rigorous and mathematically-precise -- manner. Furthermore, while the applications are multiple and evident, we emphasize the basic concepts and methodologies that are universally applicable.\u003c/p\u003e\n\u003cp\u003eThe course covers all of the basic probability concepts, including:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003emultiple discrete or continuous random variables, expectations, and conditional distributions\u003c/li\u003e\n\u003cli\u003elaws of large numbers\u003c/li\u003e\n\u003cli\u003ethe main tools of Bayesian inference methods\u003c/li\u003e\n\u003cli\u003ean introduction to random processes (Poisson processes and Markov chains)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe contents of this courseare heavily based upon the corresponding MIT class -- \u003cem\u003eIntroduction to Probability\u003c/em\u003e -- a course that has been offered and continuously refined over more than 50 years. It is a challenging class but will enable you to apply the tools of probability theory to real-world applications or to your research.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eThis course is part of the\u003ca href=\"https://micromasters.mit.edu/ds/\"\u003eMITx MicroMasters Program in Statistics and Data Science\u003c/a\u003e. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities. To learn more about this program, please visit \u003ca href=\"https://micromasters.mit.edu/ds/\"\u003ehttps://micromasters.mit.edu/ds/\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"33c: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 University 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\u003e33d: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 University of Cape Town (UCT), you’ll have the opportunity to develop practical data science and analysis skills for use in everyday business scenari"])</script><script>self.__next_f.push([1,"os. 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\u003e33e: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 Mat"])</script><script>self.__next_f.push([1,"plotlib 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\u003e33f: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. 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It’s also designed for those who aspire to become data scientists and for managers and senior decision makers who want to learn how to leverage data to make informed choices and add more value to their organizations. While there are no prerequisites for this course, it’s recommended that learners have a basic understanding of statistics and analytics before registering. Notably, students will engage with and run code via an IDE notebook but won’t have to write code themselves.\u003c/p\u003e344:T623,\u003cp\u003eDecisions made by humans are rarely made by data alone. Human decision-makers have cognitive biases, are affected by emotions, and make conceptual leaps beyond what the data may suggest. The best way to educate and persuade decision-makers is through stories. Stories built by good data analysis.\u003c/p\u003e\n\u003cp\u003eIn this course, you will learn how to create stories based on data - data storytelling - by using the ABT (“And, But, Then”) Narrative Framework. 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This course can be taken individually as an elective or as part of this larger specialization.\u003c/p\u003e\n\u003cp\u003eGIS, once an esoteric technology limited to geographers and data scientists, is now available to everyone. Thousands of organizations in virtually every field are using GIS to analyze data, make maps that reveal patterns and relationships, share insights, and solve complex problems of local to global significance in the areas of sustainability, land use, watershed mapping, and more. 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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. 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These principles are crucial whether you move forward as a designer, an evaluator, a front-end engineer, or any other role in technology design. \u003c/p\u003e\n\u003cp\u003eBy the end of the course, you’ll have an understanding of where HCI sits in the broader field, a grasp of the goals of HCI, and a foundation in core principles that inform interface design.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"365:T42e,\u003cul\u003e\n\u003cli\u003eThe overall goals of human-computer interaction.\u003c/li\u003e\n\u003cli\u003eThe relationship between HCI, user experience design, human factors engineering, and psychology.\u003c/li\u003e\n\u003cli\u003eThe relevance of HCI to domains like healthcare, education, and cybersecurity.\u003c/li\u003e\n\u003cli\u003eThe trends in HCI technology including virtual reality, augmented reality, and robotics.\u003c/li\u003e\n\u003cli\u003eThe emerging ideas in HCI research, such as context-sensitive computing, gesture-based interaction, and social computing.\u003c/li\u003e\n\u003cli\u003eThe three main schools of thought in HCI: the processor, predictor, and participant views.\u003c/li\u003e\n\u003cli\u003eThe feedback cycle in user interaction, including gulfs of execution and evaluation.\u003c/li\u003e\n\u003cli\u003eThe notion of directness in interaction, and the role of direct manipulation.\u003c/li\u003e\n\u003cli\u003eThe strengths and limitations of the human user, including sensation and memory.\u003c/li\u003e\n\u003cli\u003eThe role of design principles and heuristics in user interface design.\u003c/li\u003e\n\u003cli\u003eThe most important principles for design, including discoverability, affordances, perceptibility, and error tolerance.\u003c/li\u003e\n\u003c/ul\u003e366:T993,"])</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/university-rankings-articles/world-university-rankings/top-universities-africa\" target=\"_blank\"\u003e QS Top Universities\u003c/a\u003e (Apr, 2021).\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"367:T993,"])</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/university-rankings-articles/world-university-rankings/top-universities-africa\" target=\"_blank\"\u003e QS Top Universities\u003c/a\u003e (Apr, 2021).\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"368: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 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\u003e369: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 lang"])</script><script>self.__next_f.push([1,"uages, 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 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\u003e36a: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 cyber"])</script><script>self.__next_f.push([1,"security. 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\u003e36b: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\u003e36c:T435,\u003cp\u003eAre you interested i"])</script><script>self.__next_f.push([1,"n learning to code? Our coding bootcamp is rigorous and fast-paced, exploring both the theory and application of web development. As you gain proficiency, you’ll use what you learn to build complex projects under the guidance of instructors who are professional web developers. You will complete the program with an impressive professional portfolio, and you will have access to career guidance as you begin your journey to becoming a web development professional.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn in-demand skills through a competitive curriculum: HTML5, CSS3, JavaScript, jQuery, Express.js, React.js, Node.js, Progressive Web Applications, Agile Development, Computer Science applied to JavaScript, database management, MongoDB, MySQL, Git, and more.*\u003c/li\u003e\n\u003cli\u003eBuild a portfolio of web applications to showcase your knowledge, and benefit from a wide range of career services to position you for success.\u003c/li\u003e\n\u003cli\u003eGain access to continuation courses that cover additional market-driven technologies, including Python, Java, C#, and Amazon Web Services.\u003c/li\u003e\n\u003c/ul\u003e36d:T435,\u003cp\u003eAre you interested in learning to code? Our coding bootcamp is rigorous and fast-paced, exploring both the theory and application of web development. As you gain proficiency, you’ll use what you learn to build complex projects under the guidance of instructors who are professional web developers. You will complete the program with an impressive professional portfolio, and you will have access to career guidance as you begin your journey to becoming a web development professional.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn in-demand skills through a competitive curriculum: HTML5, CSS3, JavaScript, jQuery, Express.js, React.js, Node.js, Progressive Web Applications, Agile Development, Computer Science applied to JavaScript, database management, MongoDB, MySQL, Git, and more.*\u003c/li\u003e\n\u003cli\u003eBuild a portfolio of web applications to showcase your knowledge, and benefit from a wide range of career services to position you for success.\u003c/li\u003e\n\u003cli\u003eGain access to continuation courses that cover additional"])</script><script>self.__next_f.push([1," market-driven technologies, including Python, Java, C#, and Amazon Web Services.\u003c/li\u003e\n\u003c/ul\u003e36e:T6dd,\u003cp\u003eNew to the cloud and not sure where to begin? Do you need guidelines on how to start transforming your organization with Kubernetes and cloud native patterns?\u003c/p\u003e\r\n\r\n\u003cp\u003eThe Introduction to Kubernetes and Cloud Native Technologies Professional Certificate program includes training courses designed for students, as well as existing and aspiring developers, administrators, architects and managers who are new to the world of cloud native technologies and Kubernetes.\u003c/p\u003e\r\n\r\n\u003cp\u003eStart your cloud journey by exploring the various tools and techniques commonly used by Linux system administrators and end users to achieve their day-to-day work in a Linux environment - most cloud native technologies and cloud providers run on top of Linux. Continue with an overview of common cloud technologies, an introduction to Iaas, PaaS, CaaS, and learn about basic operations with containers and images, software-defined networking and software-defined storage solutions, the skill sets needed to deliver next generation cloud, and the challenges of cloud technologies. Last but not least, learn about the origin, architecture, primary components, and building blocks of Kubernetes, getting hands-on experience with Minikube.\u003c/p\u003e\r\n\r\n\u003cp\u003eUpon completion of the Professional Certificate, learners will be prepared to move into further training and pursue the Kubernetes and Cloud Native Associate (KCNA) certification from the Linux Foundation which was jointly created with CNCF.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe 10th Annual Open Source Jobs Report from the Linux Foundation and edX found that cloud technology skills are in higher demand than any other area of technology, and this is only expected to continue as 77% of organizations reported they are increasing their use of cloud.\u003c/p\u003e36f:T6dd,\u003cp\u003eNew to the cloud and not sure where to begin? Do you need guidelines on how to start transforming your organization with Kubernetes and cloud native patterns?\u003c/p\u003e\r\n\r\n\u003cp\u003eThe Intro"])</script><script>self.__next_f.push([1,"duction to Kubernetes and Cloud Native Technologies Professional Certificate program includes training courses designed for students, as well as existing and aspiring developers, administrators, architects and managers who are new to the world of cloud native technologies and Kubernetes.\u003c/p\u003e\r\n\r\n\u003cp\u003eStart your cloud journey by exploring the various tools and techniques commonly used by Linux system administrators and end users to achieve their day-to-day work in a Linux environment - most cloud native technologies and cloud providers run on top of Linux. Continue with an overview of common cloud technologies, an introduction to Iaas, PaaS, CaaS, and learn about basic operations with containers and images, software-defined networking and software-defined storage solutions, the skill sets needed to deliver next generation cloud, and the challenges of cloud technologies. Last but not least, learn about the origin, architecture, primary components, and building blocks of Kubernetes, getting hands-on experience with Minikube.\u003c/p\u003e\r\n\r\n\u003cp\u003eUpon completion of the Professional Certificate, learners will be prepared to move into further training and pursue the Kubernetes and Cloud Native Associate (KCNA) certification from the Linux Foundation which was jointly created with CNCF.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe 10th Annual Open Source Jobs Report from the Linux Foundation and edX found that cloud technology skills are in higher demand than any other area of technology, and this is only expected to continue as 77% of organizations reported they are increasing their use of cloud.\u003c/p\u003e370:T997,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIn an age of widespread disruption, where most organizations are concerned about the impact of new technologies but few feel like they’re responding adequately, digital transformation has become a business imperative. Successful digital transformation involves more than just the integration of digital technology — it’s an ongoing process, conducted at scale, incorporating careful planning, continual learning, and a cohesive short- and long-term strategy. \u003c/p\u003e\n\u003cp\u003eThe Developing Digital Transformation Strategies online program from the Institute for Management Development (IMD) equips you with the skill set to strategically lead your organization through technological change. Over five weeks, you’ll develop a comprehensive understanding of what true end-to-end digital transformation entails, and learn to apply three unique strategies for the creation of digital experiences and transformation of digital functions and businesses in your own context. Leveraging Prof. Misiek Piskorski’s proven Digital Transformation Strategy Framework, you’ll learn to effectively harness organizational design to facilitate wide-scale transformation, as well as select and use the digital platforms best suited to your company. By the end of the program, you’ll be equipped with a clear digital transformation roadmap and a work-ready action plan to carve out your competitive advantage and navigate change in your organization.\u003c/p\u003e\n\u003cp\u003eThis program will appeal to any professional who is seeking to lead their organization’s digital transformation. It’s relevant to individuals across industries, at all levels of transformation — whether not yet digitalized, currently digitalizing, or fully digitalized but yet to experience the benefits. C-suite executives, directors, and business leaders will unlock ways to grow their competitive advantage by developing a strategic roadmap for digital transformation, innovation, and decision making. Senior managers, strategists, and heads of functions or departments will gain the tools to remain relevant and valuable by positioning themselves at the forefront of their firm’s digital strategy. A variety of specialists, consultants, analysts, and managers will have the opportunity to network online with fellow professionals and advance in their careers. Existing technology specialists will learn to supplement their knowledge with strategic insight, and apply it broadly to their work.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"371:T997,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIn an age of widespread disruption, where most organizations are concerned about the impact of new technologies but few feel like they’re responding adequately, digital transformation has become a business imperative. Successful digital transformation involves more than just the integration of digital technology — it’s an ongoing process, conducted at scale, incorporating careful planning, continual learning, and a cohesive short- and long-term strategy. \u003c/p\u003e\n\u003cp\u003eThe Developing Digital Transformation Strategies online program from the Institute for Management Development (IMD) equips you with the skill set to strategically lead your organization through technological change. Over five weeks, you’ll develop a comprehensive understanding of what true end-to-end digital transformation entails, and learn to apply three unique strategies for the creation of digital experiences and transformation of digital functions and businesses in your own context. Leveraging Prof. Misiek Piskorski’s proven Digital Transformation Strategy Framework, you’ll learn to effectively harness organizational design to facilitate wide-scale transformation, as well as select and use the digital platforms best suited to your company. By the end of the program, you’ll be equipped with a clear digital transformation roadmap and a work-ready action plan to carve out your competitive advantage and navigate change in your organization.\u003c/p\u003e\n\u003cp\u003eThis program will appeal to any professional who is seeking to lead their organization’s digital transformation. It’s relevant to individuals across industries, at all levels of transformation — whether not yet digitalized, currently digitalizing, or fully digitalized but yet to experience the benefits. C-suite executives, directors, and business leaders will unlock ways to grow their competitive advantage by developing a strategic roadmap for digital transformation, innovation, and decision making. Senior managers, strategists, and heads of functions or departments will gain the tools to remain relevant and valuable by positioning themselves at the forefront of their firm’s digital strategy. A variety of specialists, consultants, analysts, and managers will have the opportunity to network online with fellow professionals and advance in their careers. Existing technology specialists will learn to supplement their knowledge with strategic insight, and apply it broadly to their work.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"372:T435,\u003cp\u003eAre you interested in learning to code? Our coding bootcamp is rigorous and fast-paced, exploring both the theory and application of web development. As you gain proficiency, you’ll use what you learn to build complex projects under the guidance of instructors who are professional web developers. You will complete the program with an impressive professional portfolio, and you will have access to career guidance as you begin your journey to becoming a web development professional.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn in-demand skills through a competitive curriculum: HTML5, CSS3, JavaScript, jQuery, Express.js, React.js, Node.js, Progressive Web Applications, Agile Development, Computer Science applied to JavaScript, database management, MongoDB, MySQL, Git, and more.*\u003c/li\u003e\n\u003cli\u003eBuild a portfolio of web applications to showcase your knowledge, and benefit from a wide range of career services to position you for success.\u003c/li\u003e\n\u003cli\u003eGain access to continuation courses that cover additional market-driven technologies, including Python, Java, C#, and Amazon Web Services.\u003c/li\u003e\n\u003c/ul\u003e373:T435,\u003cp\u003eAre you interested in learning to code? Our coding bootcamp is rigorous and fast-paced, exploring both the theory and application of web development. As you gain proficiency, you’ll use what you learn to build complex projects under the guidance of instructors who are professional web developers. You will complete the program with an impressive professional portfolio, and you will have access to career guidance as you begin your journey to becoming a web development professional.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn in-demand skills through a competitive curriculum: HTML5, CSS3, JavaScript, jQuery, Express.js, React.js, Node.js, Progressive Web Applications, Agile Development, Computer Science applied to JavaScript, database management, MongoDB, MySQL, Git, and more.*\u003c/li\u003e\n\u003cli\u003eBuild a portfolio of web applications to showcase your knowledge, and benefit from a wide range of career services to position you for success.\u003c/li\u003e\n\u003cli\u003eGain access to continuati"])</script><script>self.__next_f.push([1,"on courses that cover additional market-driven technologies, including Python, Java, C#, and Amazon Web Services.\u003c/li\u003e\n\u003c/ul\u003e374:T471,\u003cp\u003eThe web is a crucial part of our everyday lives. We rely on websites not just for entertainment and social networking, but for our professions, our finances, our education, and even aspects of our health care. The technologies that run these services are intricate and varied, but there are frameworks and principles that use common languages like HTML and Python that can give you a jump start in building your own web apps.\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 design and implementation of web apps with Python, JavaScript, and SQL using frameworks like Flask, Django, and Bootstrap.\u003c/p\u003e\r\n\r\n\u003cp\u003eThrough hands-on projects, you'll learn to write and use APIs, create interactive UIs, and leverage cloud services like GitHub and Heroku. You'll emerge with knowledge and experience in principles, languages, and tools that empower you to design and deploy applications. Join now to program your own web applications and gain critical skills in database design, scalability, security, and user experience.\u003c/p\u003e375:T471,\u003cp\u003eThe web is a crucial part of our everyday lives. We rely on websites not just for entertainment and social networking, but for our professions, our finances, our education, and even aspects of our health care. The technologies that run these services are intricate and varied, but there are frameworks and principles that use common languages like HTML and Python that can give you a jump start in building your own web apps.\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 design and implementation of web apps with Python, JavaScript, and SQL using frameworks like Flask, Django, and Bootstrap.\u003c/p\u003e\r\n\r\n\u003cp\u003eThrough hands-on projects, you'll learn t"])</script><script>self.__next_f.push([1,"o write and use APIs, create interactive UIs, and leverage cloud services like GitHub and Heroku. You'll emerge with knowledge and experience in principles, languages, and tools that empower you to design and deploy applications. Join now to program your own web applications and gain critical skills in database design, scalability, security, and user experience.\u003c/p\u003e376:T5aa,\u003cp\u003eIn this course, you will learn the principles of C programming and start coding hands-on in a browser tool that will provide instant feedback on your code. \u003c/p\u003e\r\n\u003cp\u003eThe C programming language is one of the most stable and popular programming languages in the world. It helps to power your smartphone, your car's navigation system, robots, drones, trains, and almost all electronic devices. C is used in any circumstances where speed and flexibility are important, such as in embedded systems or high-performance computing. \u003c/p\u003e\r\n\u003cp\u003eIn this course, you will get started with C and learn how to write your first programs, how to make simple computations and print the results to the screen, how to store values in variables and how to repeat instructions using loops. \u003c/p\u003e\r\n\u003cp\u003eBeginners, even those without any programming experience, will be able to immediately start coding in C with the help of powerful yet simple coding tools right within the web browser. No need to install anything! \u003c/p\u003e\r\n\u003cp\u003eWe are excited to introduce you to the world of coding and launch you along your path to becoming a skilled C programmer! \u003c/p\u003e\r\n\u003cp\u003eThis is the first course in the C Programming with Linux Professional Certificate program. 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