Neural Networks from Scratch in Python

Name: Neural Networks from Scratch in Python
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47 learners

What you'll learn

1 modules • 9 lessons • 3.5 hours of video

9 lessons • 3.5 hours

Neural Networks from Scratch - P.1 Intro and Neuron Code16:59
Neural Networks from Scratch - P.2 Coding a Layer15:06
Neural Networks from Scratch - P.3 The Dot Product25:17
Neural Networks from Scratch - P.4 Batches, Layers, and Objects33:47
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions40:06
Neural Networks from Scratch - P.6 Softmax Activation34:01
Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy16:19
Neural Networks from Scratch - P.8 Implementing Loss17:57
Neural Networks from Scratch - P.9 Introducing Optimization and derivatives14:13