Welcome!
This site offers free tutorials on the fundamental mathematics, statistics, and probability required to understand AI. Think of these subjects as the “language” of AI - without them, even an introductory assignment (like the first problem set of Stanford’s CS229 Machine Learning course) can feel overwhelming.
Learn AI Math aims to provide easy-to-follow courses that tie abstract theory directly to AI. As long as you know basic algebra, you’ll be able to follow along. AI is likely just getting started; investing in these fundamentals will pay off for years to come - so let’s get started below!
Courses
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Calculus I for AI (In Progress)
Functions of one variable, continuity, limits, differentiation, fundamental integration theory, and how all of these relate to deep learning.