Module 1, Week 3: Shallow neural networks

Learn to build a neural network with one hidden layer, using forward propagation and backpropagation.

3.1   Video · Neural Networks Overview

3.2   Video · Neural Network Representation

3.3   Video · Computing a Neural Network's Output

3.4   Video · Vectorizing across multiple examples

3.5   Video · Explanation for Vectorized Implementation

3.6   Video · Activation functions

3.7   Video · Why do you need non-linear activation functions?

3.8   Video · Derivatives of activation functions

3.9   Video · Gradient descent for Neural Networks

3.11  Video · Random Initialization

✅ Homework Classification with one hidden layer (m01_w03) 
Publicación: Lunes 29/sept/2025 --  fecha máxima de entrega: Lunes 06/oct/2025, 20:00hrs