Generative Models, StatML CDT, Optional Module (Spring-Summer 2023-2024)

Generative models course for the StatML CDT together with George Deligiannidis.

Supervised Learning (MLDS) (Spring 2023-2024)

Lecture taught at the MLDS programme.

Advanced Computational Methods in Statistics (LTCC - Fall 2023-2024)

This course is about advanced computational statistics methods and it is delivered at the London Taught Course Centre. Slides and code will be available in the course page.

Stochastic Simulation (Fall 2023-2024)

While the most of the course will be run again on Blackboard. At the end, I will share some material here. You can see the online Python companion for the course and lecture notes from here.

Stochastic Simulation (Fall 2022-2023)

You can find slightly outdated contents of this course here. I have updated the course comprehensively. Lecture notes and new material will be shared next term.

The photo is of Imperial's South Kensington Campus. It was taken by Dmnk.saman and is reproduced here under the CC BY-SA 4.0 license.