4F13 Probabilistic Machine Learning

Aims
 
The aim of the course is to introduce students to basic concepts in machine learning, focusing on statistical methods for supervised and unsupervised learning.
 
Objectives
 
By the end of the course students should be able to:
  • demonstrate a good understanding of basic concepts in statistical machine learning;
  • apply basic machine learning methods to practical problems.
 
* This module is shared with 4th year undergraduate students from the Department of Engineering.