Neural Networks: Zero to Hero

Andrej Karpathy's complete neural networks course. Start by building micrograd (a tiny autograd engine), then build makemore (a character-level language model), and finally build a GPT from scratch. All in pure Python with no frameworks.

The gold standard for understanding how neural networks actually work under the hood.