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Neural Networks from Scratch in Python

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Syllabus

Neural Networks from Scratch - P.1 Intro and Neuron Code.
Neural Networks from Scratch - P.2 Coding a Layer.
Neural Networks from Scratch - P.3 The Dot Product.
Neural Networks from Scratch - P.4 Batches, Layers, and Objects.
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions.
Neural Networks from Scratch - P.6 Softmax Activation.
Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy.
Neural Networks from Scratch - P.8 Implementing Loss.

Taught by

sentdex

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