- Neural Networks Overview
- Neural Network Representation
- Computing a Neural Network’s output
- Vectorizing acorss multiple examples
Explanation for Vectorized Implementation
Activation functions
Why do you need non-linear activation functions
- Derivatives of activation functions
1. Gradient descent for Neural Networks
*号在这里表示 element product
1. Backpropagation intuition
- Random Initialization