Open Education of AI techniques
We share our taught materials openly to assist others in spreading understanding of machine learning techniques.
ML & The Physical World
This module focusses on the interface between a physical understanding of a problem and the use of surrogate modelling.
Advanced Data Science
This module focuses on the process of data science.
Machine Learning Foundations Course
This module provides a first course in machine learning foundations.
Information, Entropy and Intelligence
This module develops the mathematical connections between thermodynamics, information theory, and Bayesian inference as a toolkit for intelligent systems.