This module introduces the principles and practice of artificial neural networks and deep learning as a foundation for modern artificial intelligence (AI). It explores how layered representations enable machines to learn from complex data, including images, sequential data such as text and time series, and relational data such as graphs. Students learn both the underlying concepts and the practical skills needed to design, train, and evaluate deep learning models across these different data modalities and their combinations.

Detailed Description

This product should only be purchased by University of Leeds alumni.

Full programme information can be found in the Module and Programme Catalogue

International Sales tax may need to be added to the module fee for students resident in countries where online education attracts a sales tax. Please consult your Advisor.