Programme Schedule

[provisional schedule for 2020; to be confirmed]

Block 1

20 January to 10 April 2020

12-week block for the 4 core modules (15 credits / 24 hours of lectures per module).

  • Mathematics for Machine Learning
  • Probabilistic Modelling and Reasoning
  • Foundations of Deep Learning
  • Applied Machine Learning at Scale

Block 2

27 April to 17 July 2020

13-week block for choice modules (10 credits / 16 hours of lectures per module). A student would select six modules to complete from those on offer.

  • Computer Vision
  • Natural Language Processing
  • Reinforcement Learning and Planning
  • Sequence Modelling
  • Advanced Probabilistic Modelling
  • Optimisation for Machine Learning
  • Monte Carlo Methods
  • Artificial Intelligence and the Brain

Block 3

3 August to 20 November 2020

A 16-week block for the Research Project (60 credits), and possibly a remainder of choice modules.

  • Advanced Topics in ML and AI I
  • Advanced Topics in ML and AI II