Machine learning, from epoch zero.
Learn machine learning from scratch: plain-language lessons, a browsable field guide to model architectures, and real project write-ups.
Two ways in
New to machine learning
Start the Core Course
Begin at chapter 1: what a model is, explained with a function and a few knobs.
Chapter 1 →
Already write code
Jump to the math or the modern stack
The Math Behind ML covers the derivations; Modern Architectures builds attention, MoE and diffusion.
The Math Behind ML →
Modern Architectures →
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