Paper 1

MA423 Optimisation Theory and Modelling (0.5) #

Paper 2

MA424 Stochastic Modelling and Simulation (0.5) #

Paper 3

MA429 Algorithmic Techniques in Machine Learning (0.5) #

Paper 4

Courses to the value of 0.5 unit(s) from the following:

MA402 Mathematical Game Theory (0.5) #

MA407 Algorithms and Computation (0.5) #

MA421 Topics in Algorithms (0.5) #

MA427 Nonlinear Optimisation and Applications (0.5) #

MA428 Combinatorial Optimisation (0.5) #

MA434 Algorithmic Game Theory (0.5) # (suspended 2025/26)

MA437 Learning Dynamics in Games (0.5)

Paper 5

Courses to the value of 0.5 unit(s) from the following: A

MA433 Mathematics of Networks (0.5) #

MA436 Mathematics of Cryptocurrencies and the Blockchain (0.5) #

ST418 Advanced Time Series Analysis (0.5) #

ST447 Data Analysis and Statistical Methods (0.5) #

ST449 Artificial Intelligence (0.5) #

ST451 Bayesian Machine Learning (0.5) #

ST455 Reinforcement Learning (0.5) #

ST456 Deep Learning (0.5) #

ST457 Graph Data Analytics and Representation Learning (0.5) #

ST463 Stochastic Simulation, Training, and Calibration (0.5) #

Paper 6

Courses to the value of 0.5 unit(s) from the following: B

FM445 Portfolio Management (0.5)

MG455 Decisions, Biases and Nudges (0.5) #

ST459 Quantum Computation and Information (0.5) #

Paper 7

One of the following courses:

MA425 Project in Operations Research & Analytics (1.0)

MA426 Dissertation in Operations Research & Analytics (1.0)