The Unit will cover the following topics:

Topic 01 (2 hrs): Introduction and Overview
Topic 02 (2 hrs): Preliminaries
Topic 03 (2 hrs): Linear Neural Networks
Topic 04 (2 hrs): Multilayer Perceptrons
Topic 05 (4 hrs): Convolutional Neural Networks
Topic 06 (2 hrs): Optimisation Algorithms
Topic 07 (2 hrs): Computational Performance
Topic 08 (4 hrs): Computer Vision, Natural Language Processing, Recommender Systems. This will include one invited (industry) talk
Topic 10 (2hrs): Wrap up, summary, exam tips, and open discussions (2hrs).

Offerings: All