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Course content

Data Science is a rapidly growing interdisciplinary area, with applications in business, government, public health, and the sciences. Its applications range from identifying customers’ buying patterns and monitoring machinery to tracking the spread of a disease and logging and improving an individual's health. There is therefore a huge unfilled demand for graduates with skills in ‘Big Data’.

Why study MSc Data Science at Aberystwyth University?

Aberystwyth University is a top 50 university for research power and intensity – REF 2014

Opportunity to study in Departments with links to many major companies and a strong research focus

Opportunity for graduates of any discipline to significantly enhance their employability

Opportunity to apply the knowledge from this course to other areas, including your initial undergraduate discipline

100% of the Department of Computer Science’s research was deemed either world-leading or internationally excellent in terms of research impact – REF 2014

98% of the Department of Computer Science’s research, and 100% of the Department of Mathematical Sciences’ research was of an internationally recognised standard or higher – REF 2014

Aberystwyth Department of Computer Science graduates exceed the national subject area average for employability

Our taught masters degrees are designed to meet the needs both of students intending a career in research, and those who want to accelerate an industrial career

Course Structure

This course can be taken as a full-time one year course and can also be taken part-time. When taken full time, the course is divided over three semesters.

During the first two semesters (September to May) students complete 120 taught credits. The third semester (June to September) is given over to the MSc project and dissertation (60 credits). Contact time for this course is approximately 12 hours a week in the first two semesters.

During semester three, you will arrange your level of contact time with your assigned supervisor. The taught part of the course is delivered through lectures, student seminars and practical exercises.

Course content

In the first two semesters you will undertake a number of core modules. These module include:

- Machine Learning for Intelligent Systems
- Applied Data Mining (offered by the Department of Computer Science)
- Statistical Techniques for Large Data Sets (offered by the Department of Mathematics). This provides excellent opportunities to benefit from expertise in both departments.

In the third semester, you will complete a supervised master’s project and dissertation, worth 60 credits.


Assessment is a mix of written assignments, programming assignments, practical portfolios, practical examinations and written examinations. The successful submission of your research dissertation in semester three leads to the award of an MSc.


Throughout this course, students will develop skills, qualities, and expertise that will make them extremely marketable to employers.

On this course you will:

Develop specialised technical skills in the areas of data handling, data management, data analytics and data mining, relational modelling, cryptography, and system security

Develop subject-specific expertise, including an awareness of the legal, social, ethical and professional issues involved in handling data, and knowledge of statistical techniques and methods for large data sets

Develop study and research skills

Enhance your problem solving and analytical abilities

Enhance your communication skills through a diverse mixture of learning and assessment methods


The range of careers to which our graduates advance is vast and continuously expanding. Examples of pathways our previous graduates have taken include working for/ as:

Investment banks
Product Managers
setting up their own companies
Developing careers in research

Visit the Data Science - MSc page on the Aberystwyth University website for more details!




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