Neural Networks from Scratch in Python
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1
Neural Networks from Scratch - P.1 Intro and Neuron Code
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2
Neural Networks from Scratch - P.2 Coding a Layer
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Neural Networks from Scratch - P.3 The Dot Product
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Neural Networks from Scratch - P.4 Batches, Layers, and Objects
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5
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions
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Neural Networks from Scratch - P.6 Softmax Activation
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Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy
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Neural Networks from Scratch - P.8 Implementing Loss
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9
Neural Networks from Scratch - P.9 Introducing Optimization and derivatives
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