Course Modules

This module is an introductory course into machine learning methods which are of fundamental importance in the modern world. Many of the techniques covered in this module form the basis for the growth in artificially intelligent systems in recent years. […]

The MSc Project provides an opportunity to investigate a problem, gap, or challenge within Data Science. The module provides the opportunity for students to examine an area of particular interest within the Data Science context. The module is designed to

This module explores a range of topics that are increasingly predominant and emerging in Data Science, Data-Intensive Computing, Parallel Computing and Natural computing. The topics will be explored through guided reading and research within a group project component. Students will

This module is an introduction to the key deep learning methods which are widely applied in a variety of real-world problems, from healthcare to robotics.  In particular, this module focuses on the practicalities of how to build deep neural networks and deep learning

The need to communicate effectively using the appropriate visualisation tools to reflect the trends or patterns in datasets is an essential skill for the data scientist. This module explores selecting and implementing appropriate visualisation tools and techniques and produces an

In order to collect, analyse, and present data, a data scientist should be able to understand algorithms for data processing, analysis and implementation in programming language and integrate them with existing software tools. This module covers the design, development and

This module will provide you with a detailed appreciation of human visual and audio perception. You will learn fundamental techniques for programming with visual and audio media, gaining proficiency in combining these techniques with an understanding of perception to produce

This module will introduce the paradigm of Object-Oriented Programming (OOP) and the specifics of Java code. There will be a significant element of practical work. Students will use various tools to undertake requirements, design, create and test a program (including

In the first year you will learn recording studio techniques with an emphasis on audio recording in our bespoke editing suites. You will also have spoken voice class/entertainment skills and choose a practical option to compliment the technical aspect, with

With a rigorous focus on dance and voice this all year module puts your dance technique into practice in the development of dance routines in a variety of styles and explores further vocal repertoire for the solo singer. You will