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Calculus for Deep Learning

The mathematics of optimization

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What you'll unlock:

  • 1. Derivatives and Gradients
  • 2. The Chain Rule
  • 3. Jacobians and Hessians
  • 4. Gradient-Based Optimization
  • 5. Automatic Differentiation
  • 6. Numerical Gradient Checking
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