How to Learn Artificial Intelligence (AI) - 28 Bootcamps to Get You Started
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
Udacity offers fully online courses, lasting six months on average. Subjects include growing technology occupations such as robotics, artificial intelligence, blockchain technology, programming, data science, and more. Tuition ranges from about US$1,000 to $2,400 per course.
Udacity is an immersive learning environment that brings together leading academics and industry visionaries. They use hands-on learning, interactive content, and measurable progress to help students achieve their individual goals. Real-world projects ready students to jump into the workplace,... The videos are very informative and have good lengths. The solutions provided are always helpful to complete the assignments and projects. I much prefer doing my work locally in my IDE (PyCharm). However, this has been difficult because installing psycopg2 (a PostgreSQL package) was laborious. Using the Udacity online workspace,...
The videos are very informative and have good lengths. The solutions provided are always helpful to complete the assignments and projects. I much prefer doing my work locally in my IDE (PyCharm). However, this has been difficult because installing psycopg2 (a PostgreSQL package) was laborious. Using the Udacity online workspace,...
Springboard offers self-paced data science courses that can be completed in 2 to 4 months, with one-on-one weekly mentor support. The program costs $499 per month, so students who finish early will pay less for their tuition.
I was always interested in looking into a boot camp for improving my programming abilities as I felt college's style of teaching never got to me. With Springboard, my mind was so focused on the curriculum that I questioned if the cost was worth the investment. In retrospect, I would...
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...
Graduating from GreyAtom gave me a head start in data science. I was a math major and minor in economics. It was a tgough career choice for me but once I joined the school, I got the clarity and career direction. The learning platform at GreyAtom threw light on my...
Learn coding from a Silicon Valley tech academy through remote classes from the Lambda School. Choose between a 30-week full-time bootcamp or a 12-month part-time course. The school’s deferred tuition model allows students to attend for free, paying nothing back until they’re making at least $50,000 a year.
Founded in 2009, Simplilearn, an Onalytica top 20 brand is one of the leading providers of online certification training that aims to fast track every professional's career on their projected career path. We provide outcome-based online training across digital technologies and applications such as Data Science, Machine Learning, AI, Cyber Security, Cloud Computing, Digital Marketing, Big Data and other emerging technologies. Our courses have helped over one million professionals and companies across 150+ countries get...
Simplilearn's course content is regularly updated and the trainers are really interested to help the learners. The online classes are seamless & give you a great insight into how Azure works. The labs help you understand how to use all the tools perfectly.
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... Good news - You found the right place! I did all the research I could before making the decision to do the Immersive Data Science & Machine Learning Bootcamp at Xccelerate and after completing it, I can confidently say it's the best option in Hong Kong. Jyoti is an extremely...
Good news - You found the right place! I did all the research I could before making the decision to do the Immersive Data Science & Machine Learning Bootcamp at Xccelerate and after completing it, I can confidently say it's the best option in Hong Kong. Jyoti is an extremely...
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...
DataScientest est une expérience d'apprentissage phénoménale du début à la fin. La plateforme est un outil de qualité et le contenu de très haut niveau. Toutes les thématiques sont expliquées avec clarté et avec des mises en situations en cohérence avec la réalité de l’entreprise. Je conseille sans hésitations !
Holberton School offers two-year, full-stack software engineering training in San Francisco, CA; New Haven, CT; Bogota, Medellin, and Cali, Colombia; and Tunis, Tunisia.
Holberton has no formal teachers or courses. Holberton's education is instead delivered through a project-based learning curriculum, where instead of passively learning through lecture and repetition, students learn hands-on through increasingly difficult coding projects.
Students at Holberton also practice peer learning, where they learn to cooperatively work through and support each other...
Become a highly-skilled Data professional with hands-on training programs and a complete career follow-up. Depending on your initial skill level and your career goals, you can select from 3 different programs. You will learn the state-of-the-art technologies in artificial intelligence, mastering the entire Data pipeline.
J'ai suivi la formation fullstack en data science de 12 semaines au sein du campus Lyonnais. Le format hybride est très bien et permet de suivre la formation en présentiel ou mixte (présentiel/ distantiel). Le programme est très dense, la formation très complète (pipeline data + informatique) et très pragmatique...
theDevMasters’s data science courses are offered in a variety of formats, including 2-day intensives and 16-week full-time courses. Students receive an accomplishment certificate after graduating from their program, which will indicate how many hours they have completed.
2021 Best Bootcamps received an average 3.74 of 5 based on 3312 reviews.
- 1950s: The Beginnings of Artificial Intelligence (AI) Research.[online] Available at: http://world-information.org/wio/infostructure/ [Accessed 30 July 2020]
- Gartner Survey Reveals Leading Organizations Expect to Double the Number of AI Projects In Place Within the Next Year. [online] Available at: https://www.gartner.com/en/newsroom/press-releases/2019-07-15-gartner-survey-reveals-leading-organizations-expect-t [Accessed 30 July 2020]