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AI Engineering

Neural network layers and activations

Linear layers and nonlinear activations combine to represent relationships beyond a single linear model.

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Chapter 35: Neural networks with autodiff6 lessons · 26 min
  1. 1Neural network layers and activations4 min
  2. 2Neural network loss functions3 min
  3. 3Automatic differentiation4 min
  4. 4Neural network training loops5 min
  5. 5Neural network training diagnostics4 min
  6. 6Challenge: Neural networks with autodiff6 min
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This lesson is part of the AI Engineering course.

Example plan3 lessons · 11 min

Neural network layers and activationsNeural networks with autodiff4 min
Neural network loss functionsNeural networks with autodiff3 min
Automatic differentiationNeural networks with autodiff4 min

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