How to Learn Artificial Intelligence (AI) - 50 Bootcamps to Get You Started

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By: The SwitchUp Team
Last Updated: June 16, 2020

What you need to know about AI

Artificial Intelligence (AI) is a machine simulation of human intelligence, and its concept has been around much longer than the current growing reality. In the past, human imagination created fictional interpretations of AI and portrayed it both positively and negatively. However, in the 1950s, mathematicians and philosophers began the first artificial intelligence research with the help of logic and feedback mechanisms1.

AI is no longer a far-fetched futuristic idea. It is used daily by numerous industries in many different forms. In the tech world, AI is used frequently, making it an excellent skill for developers and other industry employees to have. If you are interested in learning AI, jump to our comprehensive list of bootcamps that include it in their curriculum.

What is AI?

AI is the science and engineering used to create an "intelligent" machine. These "smart" machines are designed to perform tasks that typically require human intelligence. AI is generally powered by machine learning but can work using deep learning or a set of rules as well. It falls into three categories:

  • Artificial Narrow Intelligence (ANI) - weak intelligence - Narrow intelligence is the only currently existing type of AI. Since information is pulled from a specific dataset, these systems don't operate outside of the tasks they were designed to perform. They can run in real-time and often seem highly sophisticated but are limited by a predetermined range of responses.
  • Artificial General Intelligence (AGI) - strong intelligence - AGI machines exhibit some human intelligence and outperform human intellect. While today's computers can process data faster, they lack the ability to make judgements, use creativity to solve problems, and many other human capabilities. The goal of AGI is to give a machine "consciousness", which hasn't happened yet.
  • Artificial Super Intelligence (ASI) - ASI is a machine that surpasses all human intelligence. This type of AI has inspired many movies and books and is the kind that humans often fear.

What is AI used for?

AI is used in numerous ways, from robotics and writing to predictive analytics to cyber defense. A few examples of AI in action include:

  • Autofill or in-document editors: When your phone "guesses" the next word or Microsoft Word "corrects" your spelling or grammar
  • Marketing automation: Automating repetitive tasks that engage users and generate leads, such as sending out an email to subscribers whenever a new article is posted
  • Chatbots in healthcare: A chatbot receives a set of patient symptoms and health concerns and guides the patient to the correct care
  • Alexa and SIRI: Personal digital assistants that listen to your vocal commands and turn lights on, play music, answer questions, and more

Why learn AI?

As technology expands, the demand for people with AI skills is increasing. Several tech-industry careers use AI, including UX Design, Digital Marketing, Data Science, Web Development, and Software Engineering. According to a recent study conducted by Gartner, companies plan to accelerate their adoption of AI-powered applications2.

Who should learn AI?

Anyone planning to pursue a career in data science, machine learning, or business intelligence should develop strong AI skills. Developers and engineers also benefit from the knowledge and skills. A good way to decide if AI is helpful for you to learn is to research how it's used in your prospective industry.

Learn AI at a bootcamp

Bootcamps, courses, and certificate programs are a great way to learn AI. Bootcamps like Springboard teach AI in their Machine Learning curriculum, while some higher ed institutions offer professional development AI courses, like MIT's Artificial Intelligence: Implications for Business Strategy. Start your search for bootcamps that cover AI in our comprehensive list below.

Comprehensive list of AI Bootcamps

Available Online
Flexible Classes
Locations: Online
Courses: Front End Web Developer, AI Programming with Python, Full Stack Web Developer, +30 More
Subjects: Algorithms, Artificial Intelligence (AI), Blockchain, Blockchain and Crypto, Business +19 More
Available Online
Flexible Classes

Udacity is the trusted market leader in talent transformation—changing lives, businesses, and nations by creating job-ready digital talent. With over a decade of experience, our expert content empowers learners to take on the challenges of innovation with confidence in as few as 10 hours per week, at their own pace, when and where it’s convenient. Our approach to talent transformation incorporates projects based on real-world scenarios, guided by personalized mentor support with a focus on...
Locations: Online
Courses: Post Graduate Program in DevOps in collaboration with Caltech CTME, Post Graduate Program in Cloud Computing in collaboration with the Caltech CTME, Post Graduate Program in Data Science in partnership with Purdue University, +22 More
Subjects: Agile, Angular, Artificial Intelligence (AI), AWS, Azure +31 More
Available Online

Simplilearn is the world's #1 online Bootcamp for digital economy skills training on emerging technologies and processes that are transforming the digital world today. Our efforts as an organization are focused on helping people acquire the skills they need to thrive in the digital economy. We provide rigorous online training in disciplines such as Data Science and Analytics, AI and Machine Learning, Big Data Cloud Computing, Cyber Security, Project Management, Digital Marketing, among others. Our...
Locations: Online
Courses: Data Science with Artificial Intelligence Career Track, Frontend Web Development Career Track Program
Subjects: Artificial Intelligence (AI), Big Data, CSS, Data Analytics, Data Science +9 More
Available Online
Flexible Classes

GreyAtom helps learners from various educational and professional backgrounds launch their high-growth tech careers. We helped more than 2500 learners transition to successful Data Science and Front-end Development careers in the last three years. GreyAtom's CAREER TRACK courses are designed by our team in consultation with practitioners and our hiring partners with the sole aim to make the learners job-ready with industry-relevant skills. The PAY LATER option allows learners from various backgrounds to access the...
Available Online
Flexible Classes
Locations: Online, Lyon, Paris
Courses: Data Essentials, Fullstack Data, Lead Data, +1 More
Subjects: A/B Testing, Algorithms, Artificial Intelligence (AI), Career Coaching, Cyber Security +11 More
Available Online
Flexible Classes

Become a highly-skilled Data professional with hands-on training programs and a complete career follow-up. With a specific program, you will get a basic knowledge of Cybersecurity. Depending on your initial skill level and your career goals, you can select from 4 different programs. You will learn the state-of-the-art technologies in artificial intelligence, mastering the entire Data pipeline and the basics of Cybersecurity issues to go further in your Tech knowledge.
Available Online
Flexible Classes
Locations: Online, Paris
Courses: Data Analyst - 9 weeks / 6 months, Data Scientist - 11 weeks / 9 months, Data Engineer - 11 weeks / 9 months, +1 More
Subjects: Artificial Intelligence (AI), Big Data, Data Analytics, Data Mining, Data Science +4 More
Available Online
Flexible Classes

DataScientest is the leader in France in Data Science training. Our catalog contains courses for 4 professions : Data Analyst, Data Scientist, Data Engineer and Data Management. For each course, the training is hybrid, combining coached E-learning, with more than 1500 hours of content accessible from a secure full SaaS platform, and personalized masterclasses, with coaching sessions and workshops on various Data Science topics. The solution has attracted more than 30 major groups in terms...

Start Your Career with a Top-Rated Bootcamp

Locations: Online
Courses: Full Time Full Stack Web Development, Full Time Data Science, Full Time Backend Development, +1 More
Subjects: Algorithms, Artificial Intelligence (AI), Back-End Web Development, Computer Science Fundamentals, CSS +14 More
Available Online

Bloom Institute of Technology is an online coding bootcamp that trains people to become software engineers, data scientists, or back end developers. The school offers full-time, 6-month programs for Web Development and Data Science, and a 9-month program for Backend Development, which is jointly developed by BloomTech and Amazon. Throughout the rigorous programs, students will demonstrate mastery of core front end and back end technologies as well as computer science fundamentals. Remote classes are live...
Available Online
Flexible Classes
Locations: Online, Hong Kong
Courses: Blockchain Fundamentals, Data Science & Machine Learning Immersive Bootcamp (Full-time), Python Fundamentals, +7 More
Subjects: AJAX, Artificial Intelligence (AI), Blockchain, Blockchain and Crypto, CSS +19 More
Available Online
Flexible Classes

Xccelerate is a socially-aligned education startup that bridges the gap between education and employment across technologies including software development, data science, UX, blockchain, data analytics and more. Their mission is to provide accessible, cutting-edge tech education to empower individuals, businesses, and communities globally.

Xccelerate not only makes it easy for companies to hire top talent, but offers high quality, affordable, and accessible courses for professionals looking to expand their knowledge. Offerings include both full- and...

Available Online
Flexible Classes
Locations: Caracas, Madrid, Maracaibo, Miami, Montevideo +3 More
Courses: Full Stack Software Development, Full Stack Software Development Part Time, Ai and Machine Learning Full-Stack Program
Subjects: Algorithms, Artificial Intelligence (AI), CSS, Data Science, Design Principles +12 More
Available Online
Flexible Classes

4Geeks Academy is a Coding Bootcamp focused on helping students build and develop coding skills. 4Geeks programs are Software Development, Software Engineering, Artificial Intelligence, Machine Learning and Data Science. Headquartered in Florida, USA, 4Geeks now has locations in Chile, Spain, Costa Rica, Uruguay and Venezuela. There are three main features in 4Geeks to be considered: (i) every program is coding driven; (ii) every program is offered with a Part-time mindset, methodology, and structure; and, (iii)...
Locations: Hong Kong
Courses: Data Science Part-Time, Digital Marketing Part-Time, Introduction to Fintech Part-Time, +4 More
Subjects: Artificial Intelligence (AI), CSS, Data Science, Digital Marketing, Express.js +14 More

H Academy helps empower individuals to build the in-demand skills needed to transform their careers. We handpick world-class instructors to teach courses across digital marketing, coding, design, data science, FinTech, Digital Assets and more. We offer full-time and part-time courses to help you pivot your career or upskill to gain a competitive edge. To help you build the career you've always wanted, we have HK’s best career coach Sho Dewan from Workhap to give you...
Locations: Online, Singapore
Courses: Artificial Intelligence Track
Subjects: Artificial Intelligence (AI), Data Analytics, Data Visualization, Database Management, Machine Learning +1 More

Heicoders Academy provides high quality tech education to prepare our students for the most in-demand job in the industry. Our courses are developed and delivered by industry experts who have studied in some of the best STEM universities and work with some of the best companies in the world, including in Silicon Valley. Our courses are subsidised by the Singapore Government, and as such Singapore citizens & permanent residents who meet certain eligibility criteria will...

Best Bootcamps received an average 3.17 of 5 based on 3778 reviews.


  1. 1950s: The Beginnings of Artificial Intelligence (AI) Research.[online] Available at: [Accessed 30 July 2020]
  2. Gartner Survey Reveals Leading Organizations Expect to Double the Number of AI Projects In Place Within the Next Year. [online] Available at: [Accessed 30 July 2020]
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