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Neural Networks From Scratch - victorzhou.com
https://victorzhou.com/series/neural-networks-from-scratch/
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A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks. Covers classic Neural Networks, Recurrent Neural Networks (RNNs), and Convolutional Neural Networks (CNNs).