Welcome

Welcome to the material for the second half of the Machine Learning module (MATH42815) at Durham University. These pages consist of relevant lecture notes that will be updated as the course progresses.

I would recommend that you use the HTML version of these notes (they have been designed for use in this way), however, there is also a pdf version of these notes.

In this second half of the module, we will first look into the simple yet powerful tree-based models and then dive into the famous yet complex machine learning model, i.e. neural networks (aka deep learning).

If you would like to contact me regarding any of the material in this course, then my email address is

Credits: Thanks to Dr Louis Aslett for his kindly providing materials for the preparation of this module’s teaching contents.