Browse Hierarchy MTH793P: Advanced Machine Learning

This module builds on the earlier module 'Machine Learning with Python', covering a number of advanced techniques in machine learning, such as dimensionality reduction, support vector machines, decision trees, random forests, and clustering. Although the underlying theoretical ideas are clearly explained, this module is very hands-on, and you will implement various applications using Python in the weekly coursework assignments.