MathToModels
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Learn AI engineering from the math up — interactive & free
Artificial Intelligence
Developer Tools
Education
A free, browser-only course that teaches AI engineering from first principles. 66 interactive topics covering math, ML, deep learning, LLMs, RAG and agents. Every concept has a live calculator, adaptive quizzes, spaced repetition (SM-2), an IRT learner model, a Feynman teach-back grader, and a Python + SQL code runner. No sign-up, no tracking, progress saved locally.
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