I built a machine that learns, in plain Python

Part I · Why learning works at all · Grad School: Build a Neural Network Framework from Scratch

In Part I you fitted a line by hand, measured how wrong it was, walked downhill in the dark, and watched a single neuron fail at XOR until a kink fixed it.

Start at lesson 01