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AI Engineering

Neural networks with autodiff

Build and train neural networks using automatic differentiation.

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Where this chapter sits in the course

Lessons

Chapter 35 of 43 · 6 short 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

What you'll learn

  • Build a neural network and select its loss
  • Train and diagnose a network using autodiff

Your plan from this chapter

It follows the course from here, at your pace, with reviews before you forget.

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