MSc in Data Science

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Programme Code: TMDS

Department: Statistics

For students starting this programme of study in 2024/25

Guidelines for interpreting programme regulations

Full-year programme. This programme is also available on a part-time basis (2-year duration) to Home students only. Students must take three compulsory courses, options to the value of 1.5 unit(s) and a Capstone Project as shown.

Please note that places are limited on some optional courses. Admission onto any particular course is not guaranteed and may be subject to timetabling constraints and/or students meeting specific prerequisite requirements.


Paper	Course number, title (unit value)
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) ^#
	MY459 Quantitative Text Analysis (0.5) ^#
	MY461 Social Network Analysis (0.5)
	MY470 Computer Programming (0.5)
	ST405 Multivariate Methods (0.5) ^#
	ST411 Generalised Linear Modelling and Survival Analysis (0.5) ^#
	ST418 Advanced Time Series Analysis (0.5) ^#
	ST429 Statistical Methods for Risk Management (0.5) ^#
	ST436 Financial Statistics (0.5) ^#
	ST444 Computational Data Science (0.5) ^#
	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) ^#
	ST455 Reinforcement Learning (0.5) ^#
	ST456 Deep Learning (0.5) ^#
	ST457 Graph Data Analytics and Representation Learning (0.5) ^#
	ST458 Financial Statistics II (0.5) ^#
	ST459 Quantum Computation and Information (0.5) ^#
Paper 5	ST498 Capstone Project (1.0) ^#

Prerequisite Requirements and Mutually Exclusive Options

# means there may be prerequisites for this course. Please view the course guide for more information.

Note for prospective students:
For changes to graduate course and programme information for the next academic session, please see the . Changes to course and programme information for future academic sessions can be found on the .

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MSc in Data Science

Paper

Course number, title (unit value)

Prerequisite Requirements and Mutually Exclusive Options