Vector Calculus #
Gradients power learning. This section builds differentiation skills needed for backpropagation.
- Differentiation of Univariate Functions
- Partial Differentiation and Gradients
- Gradients of Vector-Valued and Matrix Functions
- Useful Gradient Identities
- Backpropagation and Automatic Differentiation