AI Fundamentals Courses for Beginners

15 courses that explain what artificial intelligence actually is — how it works in plain language, what it can and can’t do, and where it shows up in everyday life. Every course is built for people with no technical background: no coding is required, and only minimal math.

“Artificial intelligence” gets used to describe everything from a chatbot to a recommendation feed, and the word alone explains none of it. These foundations courses fix that. They start at the beginning — what AI is as a field, the kinds of problems it’s good and bad at, and why a system that sounds confident can still be wrong — so you come away able to follow an AI conversation rather than nod along to it. This is understanding, not building: you won’t write a line of code, and the math stays light. If you’ve ever wanted a clear mental map of the whole landscape before going deeper, start here.

AI Foundations courses

15 courses on the Learn AI track.

Frequently asked questions

Do I need any coding or math to take these AI courses?
No coding at all, and only minimal math — every course is designed for non-technical learners, explaining the ideas in plain language and using examples instead of formulas.
Where should I start if I know nothing about AI?
Pick any course labeled for complete beginners — several here assume zero prior knowledge — and a broad “what is AI” course is the natural first step before you move on to a specific area like how machines learn.
Do any of these courses offer a certificate?
Some do — where a course includes a certificate of completion, it's noted on that course's page, so open any course to check what it offers.

Key concepts

The foundational terms these courses build on — each chip links to a plain-English definition in the AI Pinnacle glossary.