Paper 1

ST445 Managing and Visualising Data (0.5) #

Paper 2

ST447 Data Analysis and Statistical Methods (0.5) #

Paper 3

ST443 Machine Learning and Data Mining (0.5) #

Paper 4

Courses to the value of 1.5 unit(s), including at least 0.5 unit(s) of ST courses from the following:

MA407 Algorithms and Computation (0.5) #

MA424 Stochastic Modelling and Simulation (0.5) #

MY459 Computational Text Analysis and Large Language Models (0.5) #

MY461 Social Network Analysis (0.5)

MY470 Computer Programming (0.5)

ST405 Unsupervised Machine Learning and Multivariate Data Analysis (0.5)

ST411 Generalised Linear Modelling and Survival Analysis (0.5) #

ST422 Time Series (0.5) # (withdrawn 2024/25)

ST429 Statistical Methods for Risk Management (0.5) #

ST436 Financial Statistics (0.5) #

ST444 Computational Data Science (0.5) # (suspended 2025/26)

ST446 Distributed Computing for Big Data (0.5) #

ST449 Artificial Intelligence (0.5) #

ST451 Bayesian Machine Learning (0.5) #

ST454 Bayesian Data Analysis (0.5) # (suspended 2025/26)

ST455 Reinforcement Learning (0.5) #

ST456 Deep Learning (0.5) #

Paper 5

ST498 Capstone Project (1.0) #