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  1. Home
  2. Postgraduate
  3. Postgraduate Taught Courses
  4. Medical School Postgraduate Taught Courses
  5. Health Data Science, MSc / PGDip / PGCert

Health Data Science, MSc / PGDip / PGCert

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Key Course Details

MSc 1 Year Full Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 or Jan 2026 £ 9,600
MSc 2 Year Part Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Singleton Park Campus
Start Date Tuition Fees - Year 1
Sep 2025 £ 4,850
MSc 3 Year Part Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Singleton Park Campus
Start Date Tuition Fees - Year 1
Sep 2025 £ 3,200
PGDip 1 Year Full Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 or Jan 2026 £ 6,400
PGDip 2 Year Part Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Singleton Park Campus
Start Date Tuition Fees - Year 1
Sep 2025 £ 3,200
PGCert 1 Year Full Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 or Jan 2026 £ 3,200
PGCert 1 Year Part Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 £ 3,200
MSc 1 Year Full Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 or Jan 2026 £ 21,850
MSc 2 Year Part Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Singleton Park Campus
Start Date Tuition Fees - Year 1
Sep 2025 £ 10,900
MSc 3 Year Part Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Singleton Park Campus
Start Date Tuition Fees - Year 1
Sep 2025 £ 7,300
PGDip 1 Year Full Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 or Jan 2026 £ 14,550
PGDip 2 Year Part Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Singleton Park Campus
Start Date Tuition Fees - Year 1
Sep 2025 £ 7,300
PGCert 1 Year Full Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 or Jan 2026 £ 7,300
PGCert 1 Year Part Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Singleton Park Campus
Start Date Tuition Fees
Sep 2025 £ 7,300

Informing Health Improvements through Large-Scale Data Processing

Health Data Science Students
  • Overview
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    • School of Aerospace, Civil, Electrical & Mechanical Engineering Postgraduate Taught Courses
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    • School of Management Postgraduate Taught Courses
    • School of Mathematics and Computer Science Postgraduate Taught Courses
    • Medical School Postgraduate Taught Courses
      • Biomedical Science (Clinical Biochemistry), MSc/PGDip
      • Biomedical Science (Clinical Microbiology), MSc/PGDip
      • Medical Neuroscience, MSc
      • Clinical Science (Medical Physics), MSc
      • Diabetes Practice, MSc/PGDip/PGCert
      • Genomic Medicine, MSc/PGDip/PGCert
      • Health Data Science, MSc/PGDip/PGCert
      • Health Informatics, MSc/PGDip/PGCert
      • Medical Education, MSc/PGDip/PgCert
      • Medical Radiation Physics, MSc
      • Nanomedicine, MSc/PGDip/PGCert
      • Physician Associate Studies, MPAS
    • School of Psychology Postgraduate Taught Courses
    • School of Social Sciences Postgraduate Taught Courses
    • Fast-track for current students

Course Overview

Our MSc in Health Data Science will give you skills to use health data to improve the quality of life in a whole population.

The course is designed to provide the knowledge, skills and understanding that can be used across various healthcare areas.

You will be taught by world-leading academics and researchers in the field of health data science, statistics, epidemiology, omics, machine learning and data linkage in healthcare.

You will learn how to analyse health and health-related data and interpret relationships and patterns in the data. You will also interact with students from diverse educational backgrounds and disciplines from all over the world.

Why Study Health Data Science at Swansea University?

  • Our world-leading research in health data is a reason why we are consistently ranked among the top 5 UK research institutions.
  • You will gain relevant, transferable technical skills and software proficiency for working with and manipulating health data.
  • You will learn how to use and apply advanced statistical and machine learning methods with real-world data.
  • You can choose a degree either full-time for one year or part-time over two years.
  • You will work on your dissertation project with one of the many leading experts in health data research.
  • Assignments are relevant to the types of work for health data scientists, and you will have an opportunity to apply advanced statistical and machine learning methods to health data.
  • You will learn how to work to analyse and interpret various health and health-related data (from genetic to imaging) and use it to help solve healthcare challenges.

Your Health Data Science experience

Your degree experience will be enhanced by access to state-of-the-art facilities for health data analysis based within our £100 million Health Data Science building.

Health Data Science employment opportunities

We have carefully designed the course to provide you with an increased knowledge and understanding of Health Data Science, and the skills and aptitude you need to apply your learning to professional practice.

As such, this Master’s degree will give you the in-depth knowledge of the field to potentially enhance your prospects for career progression.

Modules

Modules typically include: Machine Learning in Healthcare and Scientific Computing in Healthcare.

Students starting in September or January will study the same core modules as part of the programme. Dates for January intake to be confirmed.

Modules

1 Year Full Time (September)

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Bioinformatics for Genome AnalysisSeptember-January (TB1)20PMGM00
Introductory Analysis of Linked Health DataSeptember-January (TB1)20PMIM302
Health Data VisualisationSeptember-January (TB1)20PMIM502
Scientific Computing and Health CareJanuary-June (TB2)20PMIM102
Health Data ModellingJanuary-June (TB2)20PMIM202
Machine Learning in HealthcareJanuary-June (TB2)20PMIM402
Health Data DissertationJune-September (TB3)60PMIM702

1 Year Full Time (January)

Sorry - we don't currently have information about modules for this course type

2 Year Part Time (September)

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Introductory Analysis of Linked Health DataSeptember-January (TB1)20PMIM302
Scientific Computing and Health CareJanuary-June (TB2)20PMIM102
Health Data ModellingJanuary-June (TB2)20PMIM202

Year 2 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Bioinformatics for Genome AnalysisSeptember-January (TB1)20PMGM00
Health Data VisualisationSeptember-January (TB1)20PMIM502
Machine Learning in HealthcareJanuary-June (TB2)20PMIM402
Health Data DissertationJune-September (TB3)60PMIM702

3 Year Part Time (September)

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Introductory Analysis of Linked Health DataSeptember-January (TB1)20PMIM302
Scientific Computing and Health CareJanuary-June (TB2)20PMIM102
Health Data ModellingJanuary-June (TB2)20PMIM202

Year 2 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Bioinformatics for Genome AnalysisSeptember-January (TB1)20PMGM00
Health Data VisualisationSeptember-January (TB1)20PMIM502
Machine Learning in HealthcareJanuary-June (TB2)20PMIM402

Year 3 (Level 7D)

FHEQ 7 Taught Masters Dissertation
Compulsory Modules
Module NameModule DurationCreditsModule Code
Health Data DissertationJune-September (TB3)60PMIM702

1 Year Full Time (September)

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Bioinformatics for Genome AnalysisSeptember-January (TB1)20PMGM00
Introductory Analysis of Linked Health DataSeptember-January (TB1)20PMIM302
Health Data VisualisationSeptember-January (TB1)20PMIM502
Scientific Computing and Health CareJanuary-June (TB2)20PMIM102
Health Data ModellingJanuary-June (TB2)20PMIM202
Machine Learning in HealthcareJanuary-June (TB2)20PMIM402

1 Year Full Time (January)

Sorry - we don't currently have information about modules for this course type

2 Year Part Time (September)

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Introductory Analysis of Linked Health DataSeptember-January (TB1)20PMIM302
Scientific Computing and Health CareJanuary-June (TB2)20PMIM102
Health Data ModellingJanuary-June (TB2)20PMIM202

Year 2 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Bioinformatics for Genome AnalysisSeptember-January (TB1)20PMGM00
Health Data VisualisationSeptember-January (TB1)20PMIM502
Machine Learning in HealthcareJanuary-June (TB2)20PMIM402

1 Year Full Time (September)

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Introductory Analysis of Linked Health DataSeptember-January (TB1)20PMIM302
Scientific Computing and Health CareJanuary-June (TB2)20PMIM102
Health Data ModellingJanuary-June (TB2)20PMIM202

1 Year Full Time (January)

Sorry - we don't currently have information about modules for this course type

1 Year Part Time (September)

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Introductory Analysis of Linked Health DataSeptember-January (TB1)20PMIM302
Scientific Computing and Health CareJanuary-June (TB2)20PMIM102
Health Data ModellingJanuary-June (TB2)20PMIM202

Entry Requirements

We require at least 2:2, or overseas equivalent, in a quantitative discipline such as

  • Mathematics
  • Statistics
  • Computing
  • Engineering
  • Physics
    or
  • Biomedical science (including epidemiology, biological sciences, or medicine)

 

Your degree must have had significant statistical and computational elements or health data/medical background.

  • Relevant experience in health data science, or a related field, may be accepted in lieu of a degree and should be evidenced within your applications.
  • International Applicants for whom English is not your first language, may require an IELTS score or Swansea University recognised equivalent. If this is the case an IELTS score or recognised equivalent of 6.5 (minimum of 6 in each component) or higher will be needed.

How You're Taught

Most of our courses consist of in-person, on-campus teaching, enabling full engagement with your lecturers and fellow students.

The courses are designed to give you the opportunity to apply what you learn to real-world data from highly successful research projects across various disciplines in health data science.

Assignments are relevant to the types of work for health data scientists, and you will have an opportunity to apply advanced statistical and machine learning methods to health data.

You will learn how to work to analyse and interpret health data and use it to help solve healthcare challenges.

Many of our students complete a dissertation on a dataset from a research grant which has provided significant contributions to understanding disease, putting health data into clinical practice, or supporting clinical decisions.

Welsh Provision

Some provision

There are opportunities for Welsh speakers to study some elements of this postgraduate course through the medium of Welsh but there is not yet enough provision to reach 40 credits in each year. The Programme Director can outline to you what is available in Welsh.

Academi Hywel Teifi is here to support you throughout your time at Swansea University. We can offer you:

  • Access to generous Welsh-language study scholarships or bursaries.
  • Access to the Arwain mobile app for the latest information about Welsh-medium courses and modules available to download free on the App Store and Google Play.
  • An interview through the medium of Welsh when applying for a place.
  • Personal correspondence in Welsh, English or bilingually.
  • The option to create and submit your coursework or sit exams through the medium of Welsh (even if you have chosen to study in English), and your work will be assessed in Welsh.
  • A Welsh-speaking Personal Tutor.
  • One-to-one support to improve your academic Welsh language skills.
  • An opportunity to gain an additional free qualification that serves as evidence of your Welsh language ability for future employers.
  • Membership of the Swansea University Branch of the Coleg Cymraeg Cenedlaethol.

Visit the Welsh Language Rights webpage for further information about Students' Welsh Language Rights.

Continuing to study through the medium of Welsh will be:

  • a natural step for you if you have studied through the medium of Welsh at undergraduate level.
  • a way of maximizing your chances of getting the best education.
  • a way of receiving a high level of support as the study groups are smaller.
  • a valuable addition to your CV and career development.

Meet Your Lecturers

Health Data Science students will be taught by a range of world leading researchers based at the Medical School, giving you unrivalled access to teaching on our latest medical research.

 

Principal teaching staff for the Health Data Science programmes are:

  • Interim Programme Director: Dr Vesna Vuksanovic
  • Admissions Tutor: Judy Jenkins
  • Head of Health Data Science: Professor Mike Gravenor
  • Dr Rowena Baily
  • Dr Owen Bodger
  • Professor Sinead Brophy
  • Dr Marcos del Pozo Banos
  • Professor Richard Fry
  • Professor Mike Gravenor
  • Dr Arron Lacey
  • Dan Thayer
  • Dr Vesna Vuksanovic
  • Professor Alan Watkins

Tuition Fees

MSc 1 Year Full Time

Start Date UK International
September 2024 £ 9,150 £ 20,800
January 2025 £ 9,150 £ 20,800
September 2025 £ 9,600 £ 21,850
January 2026 £ 9,600 £ 21,850

MSc 2 Year Part Time

Start Date UK International
September 2024 £ 4,600 £ 10,400
September 2025 £ 4,850 £ 10,900

MSc 3 Year Part Time

Start Date UK International
September 2024 £ 3,050 £ 6,950
September 2025 £ 3,200 £ 7,300

PGDip 1 Year Full Time

Start Date UK International
September 2024 £ 6,100 £ 13,850
January 2025 £ 6,100 £ 13,850
September 2025 £ 6,400 £ 14,550
January 2026 £ 6,400 £ 14,550

PGDip 2 Year Part Time

Start Date UK International
September 2024 £ 3,050 £ 6,950
September 2025 £ 3,200 £ 7,300

PGCert 1 Year Full Time

Start Date UK International
September 2024 £ 3,050 £ 6,950
January 2025 £ 3,050 £ 6,950
September 2025 £ 3,200 £ 7,300
January 2026 £ 3,200 £ 7,300

PGCert 1 Year Part Time

Start Date UK International
September 2024 £ 3,050 £ 6,950
September 2025 £ 3,200 £ 7,300

Tuition fees for years of study after your first year are subject to an increase of 3%.

You can find further information of your fee costs on our tuition fees page.

You may be eligible for funding to help support your study. To find out about scholarships, bursaries and other funding opportunities that are available please visit the University's scholarships and bursaries page.

International students and part-time study: It may be possible for some students to study part-time under the Student Visa route. However, this is dependent on factors relating to the course and your individual situation. It may also be possible to study with us if you are already in the UK under a different visa category (e.g. Tier 1 or 2, PBS Dependant, ILR etc.). Please visit the University information on Visas and Immigration for further guidance and support.

Current students: You can find further information of your fee costs on our tuition fees page.

Funding and Scholarships

You may be eligible for funding to help support your study.

If you're a UK or EU student starting a master’s degree at Swansea University, you may be eligible to apply for Government funding to help towards the cost of your studies. To find out more, please visit our postgraduate loans page.

To find out about scholarships, bursaries and other funding opportunities that are available please visit the University's scholarships and bursaries page.

Academi Hywel Teifi at Swansea University and the Coleg Cymraeg Cenedlaethol offer a number of generous scholarships and bursaries for students who wish to study through the medium of Welsh or bilingually. For further information about the opportunities available to you, visit the Academi Hywel Teifi Scholarships and Bursaries page.

We also have a range of Taught Master's Scholarships available.

Additional Costs

Access to your own digital device/the appropriate IT kit will be essential during your time studying at Swansea University. Access to wifi in your accommodation will also be essential to allow you to fully engage with your programme. See our dedicated webpages for further guidance on suitable devices to purchase, and for a full guide on getting your device set up.

You may face additional costs while at university, including (but not limited to):

  • Travel to and from campus
  • Printing, photocopying, binding, stationery and equipment costs (e.g. USB sticks)
  • Purchase of books or texts
  • Gowns for graduation ceremonies

Careers and Employability

Swansea Employability Academy (SEA) will support you at each stage of your career journey helping you build a bright future.

Our career support services include:

  • Employability workshops, employers’ talks, bespoke events and careers fairs
  • Individual advice and guidance from professionally qualified Careers Advisers
  • Help with finding jobs, internships, work placements and volunteering opportunities
  • Access to information resources on a wide range of career management topics
  • Funding to support student internship opportunities and Student Society/Club events.

We also provide help and advice for Swansea University Alumni up to two years after you graduate.

Academic Support

As well as subject specific support by college teaching staff and your personal tutor, the Centre for Academic Success provides courses, workshops and one-to-one support in areas such as:

  • Academic writing
  • Maths and statistics
  • Critical thinking
  • Time management
  • Digital skills
  • Presentation skills
  • Note taking
  • Revision, memory and exam techniques
  • English language skills (if English is not your first language).

In addition, if you have a Specific Learning Difficulty (SpLD), disability, mental health or medical condition, the Centre for Academic Success have Specialist Tutors to support your learning, working alongside the Disability Office and Wellbeing Service to support all your needs and requirements whilst studying at Swansea University.

Personal Tutor:

You will be assigned a Personal Tutor from a pool of trained personnel drawn from academic staff in the Medical School, or possibly clinical staff from Health Boards for GEM and PA. 

Personal Tutors are your first point of contact while studying at the Medical School and can provide assistance and guidance on a range of issues that may affect your wellbeing, attendance and educational progress. Personal Tutors may also help with your personal development planning and careers advice. Your tutor may also direct you to Welfare and other support services as appropriate.

 

Medical School Information Office:

Our team of administrators and student information co-ordinators are on hand to support with your academic queries and signpost you to additional services where required. 

How to Apply

Please apply through the University’s Application system.

For further guidance please visit our how to apply for postgraduate study pages.

EU students - visa and immigration information is available and will be regularly updated on our information for EU students page.

Application Deadlines

We recommend that you submit your application to our courses as early as you can in advance of our application deadlines. Courses will close earlier than the application deadlines listed if all available places are filled. You can find further information on our Application Deadlines webpage.

  • Overview
  • Related Pages
  • Back
  • Postgraduate Taught Courses
  • Postgraduate Taught Courses coming soon
  • Open Days
  • Scholarships and Bursaries
  • Fees and Funding
  • Conversion Courses
  • How to Apply
  • Postgraduate Research Programmes
  • Accommodation
  • School of Aerospace, Civil, Electrical & Mechanical Engineering Postgraduate Taught Courses
  • School of Biosciences, Geography and Physics Postgraduate Taught Courses
  • School of Culture and Communication Postgraduate Taught Courses
  • School of Engineering and Applied Sciences Postgraduate Taught Courses
  • School of Health and Social Care Postgraduate Taught Courses
  • School of Law Postgraduate Taught Courses
  • School of Management Postgraduate Taught Courses
  • School of Mathematics and Computer Science Postgraduate Taught Courses
  • Medical School Postgraduate Taught Courses
    • Biomedical Science (Clinical Biochemistry), MSc/PGDip
    • Biomedical Science (Clinical Microbiology), MSc/PGDip
    • Medical Neuroscience, MSc
    • Clinical Science (Medical Physics), MSc
    • Diabetes Practice, MSc/PGDip/PGCert
    • Genomic Medicine, MSc/PGDip/PGCert
    • Health Data Science, MSc/PGDip/PGCert
    • Health Informatics, MSc/PGDip/PGCert
    • Medical Education, MSc/PGDip/PgCert
    • Medical Radiation Physics, MSc
    • Nanomedicine, MSc/PGDip/PGCert
    • Physician Associate Studies, MPAS
  • School of Psychology Postgraduate Taught Courses
  • School of Social Sciences Postgraduate Taught Courses
  • Fast-track for current students
Apply

Who should study MSc Health Data Science?

This course is suitable for computer scientists, physicist, statisticians or geographers with experience in working with data from the healthcare domain, as well as biomedical engineers and other similar professionals, and also for those who work in healthcare or epidemiology with roles involving the analysis of health data.

Who are Health Data Scientists?

Health Data Scientists are those working in healthcare with roles involving the analysis of health data and also computer scientists working with data from the healthcare domain.

Typical tasks of health data scientists include:

  • data preparation
  • using SQL or programming languages
  • using clinical coding such as ICD-10 or SNOMED
  • data modelling & analysis
  • statistics
  • machine learning
  • epidemiology
  • health economics
  • visualisation of data & reporting/publication

Here are some examples of typical data a data health data scientist works with:

  • data collected in primary (GP practice) and secondary care (hospitals)
  • health registries
  • census data
  • questionnaire data
  • demographic data
  • data from medical devices or fitness/health applications
  • genomic data
  • environmental data (e.g. temperature, precipitation, air pollution, pollen count)
  • Geographic Information Systems (GIS)

Intercalated Degrees

This course can be studied as an intercalated masters degree. 

Intercalation is an extra year of study on top of your Medicine degree programme and an opportunity to explore a new area in greater depth, gain new knowledge and develop new skills. 

If you’re interested in intercalating this degree email study@swansea.ac.uk 

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