Teaching

Teaching

Courses I teach and have taught — curricula and downloadable lecture slides.

Currently teaching
Intelligent Transportation Systems COMP41600
Postgraduate 5 credits

Intelligent Transportation Systems

A graduate course on the data, models, and control systems behind modern mobility — from sensing and prediction to adaptive signal control and the governance of safety-critical AI on real road networks.

Last taught · Spring 2026 →
Foundations of Machine Learning COMP30760
Undergraduate 5 credits

Foundations of Machine Learning

An undergraduate introduction to the core ideas of machine learning — from linear models to neural networks — with a strong emphasis on honest evaluation, generalisation, and knowing when a model should not be trusted.

Last taught · Autumn 2025 →
Previously taught
Urban Data Science COMP47930
Postgraduate 7.5 credits

Urban Data Science

A project-driven course on turning messy, real-world city data into evidence that planners can act on — covering spatial data, mobility traces, uncertainty, and the ethics of studying people through their data.

Last taught · Spring 2024 →