CO553: Introduction to Machine Learning | Department of Computing

This is an archived version of the course. Please see the latest version of the course.

Module 5

Neural Networks Part 2

Introduction to Module 5
Loss Functions
Backpropagation
Quiz - Neural Networks, Part 2, Quiz 1
Gradient Descent
Overfitting in Neural Networks
Quiz - Neural Networks, Part 2, Quiz 2
Coursework 2
Recording of Live Session

Gradient Descent

We discuss gradient descent in more detail, this time focusing on multi-layer networks. This video includes several useful practical tips for neural network optimisation.

<< Previous Next >>