Lecture 10
Training Artificial Neural Networks (Part 1)
Important
Deadline: Assignment 3 must be submitted no later than November 10, 2024, at 11 PM. Please refer to the assignment description available on Brightspace. You must first register to a group in order to access the description.
Prepare
- Russell and Norvig (2020), pages 750–788
Watch 3Blue1Brown videos on neural networks
- But what is a Neural Network? (19 minutes)
- Gradient descent, how neural networks learn (21 minutes)
- What is backpropagation really doing? (14 minutes)
- Backpropagation calculus (10 minutes)