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Andrej Karpathy

The spelled-out intro to neural networks and backpropagation: building micrograd

About this video

Andrej Karpathy's first Neural Networks: Zero to Hero lecture, which builds micrograd, a tiny autograd engine, from scratch in Python. It explains backpropagation and neural network training step by step, assuming only basic Python and some high-school calculus.

neural networks