ST115 Managing and Visualising Data
ST101 Programming for Data Science
Computer programming with a focus on data science applications.
ST102/ST109/ST110 – Elementary Statistical Theory
The course provides a precise and accurate treatment of introductory probability theory, ...
ST107 – Quantitative Methods (Statistics)
ST202/ST206 - Probability, Distribution Theory and Inference
The course covers the probability, distribution theory, and statistical inference needed for ...
ST213 - Introduction to Pricing, Hedging and Optimization
ST226-Actuarial investigations: Financial
Application of compound interest techniques to financial transactions and introduction to life ...
ST227 - Survival Models
ST301 - Actuarial Mathematics (Life)
ST304 - Time Series and Forecasting
The course introduces the students to the statistical analysis of time series data and simple ...
ST307 – Aspects of Market Research
ST327 – Market Research: An Integrated Approach
ST405 - Multivariate Methods
An introduction to the theory and application of modern multivariate methods used in the Social...
ST411 - Generalized Linear Modelling and Survival Analysis
This course provides an introduction to the theory and application of generalized linear models ...
ST416 - Multilevel Models
This course deals with the analysis of data from hierarchically structured populations (eg ...
ST422 - Time Series
A broad introduction to statistical time series analysis for postgraduates: what time series ...
ST425 - Statistical Inference: Principles, Methods and Computation
The course provides a comprehensive coverage of fundamental aspects of probability and ...
ST429 - Statistical Methods for Risk Management
ST442 - Longitudinal Data Analysis (also ST542)
A practical introduction to methods for the analysis of repeated measures data, including ...
ST443 - Machine Learning and Data Mining
ST445 - Managing and Visualizing Data
ST447 - Data Analysis and Statistical Methods
ST456 – Deep Learning
ST451 - Bayesian Machine Learning