ML from Zero: Machine Learning, Math & Python from Scratch

The lecture narration in this course is produced with a neural text-to-speech voice. Every other part of it is mine: the curriculum, the mathematical derivations, the from-scratch implementations, the projects, the exercises and the test suite were all written and verified by hand.Every other ML course teaches you to call .fit(). This one teaches you to write it.Eleven times, for eleven algorithm…