book
Why Machines Learn
Ananthaswamy puts the actual mathematics of machine learning on the page — linear algebra, calculus, probability — and walks it forward from Rosenblatt's perceptron through backpropagation to deep networks, threading the history into the equations. The rare popular AI book that teaches you the math instead of gesturing at it; the paperback adds an afterword on transformers.


