Module 5 · 4 lessons · about 135 minutes
Derivatives, gradients and Jacobians
Derivatives as local linear maps, gradients as the direction of steepest climb, Jacobians and the chain rule as matrix multiplication, and gradient descent.
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- 1Derivatives as zoom30 min
- 2Gradients30 min
- 3Jacobians and the chain rule40 min
- 4Gradient descent35 min