I know nothing about neural networks, but Andrej Karpathy's video is an absolute gold mine. Hours of free content and explained better than most other paid learning resources.

Step-by-step explanation of backpropagation and training of NN: https://www.youtube.com/watch?v=VMj-3S1tku0&t=2148s

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