Course Content
Year 1
Mandatory September
Multivariable Calculus and Real Analysis A
Linear Algebra
Actuarial and Financial Mathematics A
Algorithmic and Scientific Programming
Probability and Statistics A
Mandatory January
Multivariable Calculus and Real Analysis B
Actuarial and Financial Mathematics B
Probability and Statistics B
Optional January
Finance and Financial Reporting
Database Management Systems
Year 2
Mandatory September
Statistical Models A
Further Statistical Methods
Stochastic Processes
Optional September
Portfolio Theory and Asset Models
Introduction to Interaction Design
Artificial Intelligence and Intelligent Agents
Mandatory January
Bayesian Inference & Computational Methods
Statistical Models B
Survival Models
Optional January
Data Science Life Cycle
Ordinary Differential Equations
Database Management Systems
Derivative Markets and Discrete Time Finance
Year 3
Mandatory September
Optimisation
Statistical Machine Learning
Statistics Dissertation A
Optional September
Data Assimilation
Continuous-Time Finance
Statistical Computing
Mandatory January
Statistics Dissertation B
Time Series
Optional January
Risk Theory
Statistics Special Topic
Risk Management: Techniques and Tools
Advanced Machine Learning
Big Data Management
