How to Learn Artificial Intelligence (AI) - 49 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
Reboot is Hong Kong's premiere Machine Learning and Artificial Intelligence focused training provider. We run two courses in the evenings for working professionals: 101 Machine Learning Foundations - No coding knowledge required, this course has everything you need to go from beginner to cleaning and automatically scraping data, writing algorithms in Python, applying machine learning techniques, and visualizing insights and findings. 201 Enterprise Machine Learning - Scaling advanced analysis techniques to enterprise production levels, using...
Students ages 7-18 learn to code, design video games, mod Minecraft, create with Roblox, engineer robots, print 3D characters, work with AI, build laptops, learn about cybersecurity, and more! Held at 150+ locations nationwide, including Stanford, NYU, and many others. This summer, kids and teens can explore a prestigious campus, make friends as they master new tech skills, and join a community of 350,000 alumni. With world-class instructors and customized learning, our programs instill in-demand...
Preface Coding (“Preface”) is an industry-leading coding academy based in London, Tokyo, and Hong Kong, specializing in delivering personalized coding courses for both individuals and corporate clients. Preface has a single mission in mind: to liberate knowledge from standardized textbooks and traditional classrooms. We believe not all brains are designed to crunch textbooks or lecture videos alone, many learners need human support to learn productively, and educators in Preface are here to help learners to...
Empower your future today. Talent Garden Innovation School is an international career growth school, with a fast and intensive learning experience dedicated to digital and tech. Supporting students to acquire the digital skills they need to build or advance their careers in a digital world by focusing on training individuals in five key areas: data, marketing, design, coding and business. They offer full time Bootcamps in Digital Marketing, UX Design, Coding, Digital Transformation, Data Science...
Start Your Career with a Top-Rated Bootcamp
unpackAI is an AI community that focuses on Bootcamps in the Area of Deep and Machine Learning. We believe that ML and DL education should be as accessible as possible and thus offer inexpensive courses with a high focus on building problem solving Deep Learning Models. We have a community-centered learning approach and our courses are highly interactive with the right balance of self-study and collaboration.
Pluralsight is an online learning platform designed to help technologists stay up to date with changing technology with "Paths" in Web Development, IT Ops, Creative, Security. With Pluralsight's platform, you can keep up with the speed of technology, work smarter and faster, and gain in-demand skills in areas like cloud, mobile, security and data. Courses are self-paced, and students can take skill assessments to identify where to start on a Path based on their background....
DEVrepublik is an open space for career growth, experience exchange and new opportunities. A fast-growing training provider to help you make your next step in the career. A reliable provider to make TOP professionals with immersive learning.
XR Bootcamp teaches students and professionals to create and design VR/AR applications and supports companies to bridge their skills gap in XR development. Through an intensive on-site 3-6 months program, a cutting-edge curriculum, industry-wide known mentors and lecturers and a focus on the creation of industry portfolio projects, graduates get the hands-on experience they need to kick off their XR career. We offer remote online trainings and an on-site bootcamp in Berlin.
Pragmatic Institute’s data science curriculum is designed to help data practitioners of every skill level process more data faster, uncover new opportunities for their organizations and take on the future of data. Developed by the data science instructors at The Data Incubator, these courses dive into the most useful topics and in-demand skills for anyone who works in coding, data wrangling, analysis, statistics, software, research, economics and more. Pragmatic Institute’s data curriculum includes Essential Data...
Best Bootcamps received an average 3.18 of 5 based on 5170 reviews.
References
- 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]
