Data Science
Qualification(s) available: MSc
- Fees for the 2025-26 academic year
-
UK: £13,250International: £29,950
- Entry requirements
- 2:2
- Full-time
- 1 year
- Part-time
- Typically 2 years
- Location
- Loughborough
- Start date
- October 2025
- Department
- Computer Science
Our MSc conversion programme in Data Science offers an excellent solution for graduates from varying academic and professional backgrounds wanting to up skill for careers in data science, data analysis, data management or data stewardship.
Data has been called “the oil of the digital economy” (Wired) with importance to all organisations in all sectors and at every level. As such, wide-ranging opportunities exist for skilled graduates with expertise in data science.
Designed in collaboration with industry partners and supported by funding from the Office for Students (OfS), our new MSc Data Science conversion programme has a distinctive focus on problem-based learning and offers modules designed to support your career goals and aspirations. Programme content is focused not only on fundamental data science but also on design thinking and innovation, data governance, ethics and data analysis.
This unique master's offers an excellent solution for graduates wishing to upskill to support their career aspirations in data science, pursuing roles in data analytics, management and stewardship. It is suitable for students from industry, including those who come from managerial, leadership and information administration posts and who wish to upskill in order to enter the world of data science. The programme also appeals to science graduates and those from the social sciences (eg criminology, economics, public health and psychology), life sciences (eg biological and biomedical sciences) and applied sciences (eg engineering and medicine) who wish to learn how to analyse data or who wish to understand the world of data science from a business perspective.
The programme is designed for students who do not have a first degree in computer science (those who do may wish to consider our MSc Artificial Intelligence or our MSc Advanced Computer Science). We would however consider applications in their own merit, so we encourage anyone to get in touch.
The kinds of positions we would anticipate graduates of this programme gravitating towards would include roles in analytics engineering, big data engineering and business intelligence, and as data architects, data analysts, data scientists and statisticians.
As a student in the Department of Computer Science, you will enjoy 24-hour exclusive access to our computer laboratories, including a designated MSc computer science laboratory supported by a team of systems specialists and specialist laboratory for artificial intelligence (AI) and machine learning work. You will also gain insights from the cutting-edge research of our academic staff and become part of a rich community that is research active and attracts staff, students and visitors from around the world.
We are pleased to be able to offer up to forty-nine £10,000 scholarships for 2024/25. Funded by the Department for Science, Innovation and Technology and Office for Artificial Intelligence, the Digital Student Scholarships are designed to encourage and support students from under-represented groups to develop skills in data science and artificial intelligence. For more information visit our Fees and Funding pages.
You are now able to apply for the part-time version of the MSc Data Science programme. This has been designed to allow students to take two modules per semester and it will provide additional time for students to study the taught material and to complete their assessments. The modules of the part-time version run in parallel to the full-time programme. This provides a high level of flexibility for our part-time students in taking on more modules when possible; taking fewer modules if they want to extend the length of their programme.
Please download the part-time programme FAQs below for more information.
Why you should choose us
Why you should study this degree
- It is designed for students from industry who aim to upskill to support their careers in data science.
- It is developed with input from UK and international organisations to ensure industry relevance.
- You will have the opportunity to focus on practical data science, the business aspects of data science or a combination.
- You will have opportunities to work on collaborative projects with industry partners.
- You will have access to state-of-the-art facilities within a £5 million refurbished building.
- It draws on our research specialisms in machine learning, artificial intelligence, computer vision, data science and analysis, data governance, ethics, and design.
What you'll study
The following information is intended as an example only and is typically based on module information for the 2024/25 year of entry. Modules are reviewed on an annual basis and may be subject to future changes. Updated Programme and Module Specifications are made available ahead of each academic year. Please also see Terms and Conditions of Study for more information.
For more information about part-time study patterns, please contact the School/Department.
Compulsory modules
Data Governance and Ethics (15 credits)
The module will introduce students to approaches for designing and planning data management for research projects, and to use data-related resources. It will equip students with practical experience in the application of legal frameworks relating to data use, sharing and re-use. Students will identify ethical issues and decision making in relation to ethical dilemmas; and gain awareness of organisational, national and international contexts in relation to data, privacy and ethics.
Programming for Data Science
This module aims to introduce key concepts in programming using suitable programming languages, such as Python and/or R, focusing on data description, summary and visualisation.
Introduction to Data Science (15 credits)
This module introduces students to the emerging field of data science and equips them with the fundamental knowledge of using data to gain insights and support decision-making. The module demonstrates and provides hands-on experience with cleaning, integrating, exploring, transforming and summarising data sets. It teaches students to form questions and hypotheses from data; to utilise and apply a variety of statistical methods to effectively analyse data in a way that answers those questions or hypotheses; and to create suitable visualisations to communicate their analyses. By the end of the module students will in analysing and presenting data using R and RStudio.
Optional modules (choose one)
Statistical Methods and Data Analysis (15 credits)
This module introduces the use of statistical models for data summary and prediction using the R or Python programming language and R packages.
Building Data Driven Strategy (15 credits)
The aims of this module are to:
- Understand the theoretical concepts of strategy and strategic management in relation to organisations using data and data analysis to build and implement their strategies
- Explore and evaluate methods used by organisations to determine strategic options
- Develop an understanding of the uses of data and data analysis as drivers for strategic change
- Develop skills in business environmental analysis and strategic planning
- Develop an understanding of the importance of risk management and corporate social responsibility when formulating a new data driven strategy.
Compulsory modules
Research Methods (15 credits)
The aims of this module are to:
- enhance awareness and critical appreciation of high-quality research-based publications;
- develop ability to communicate research-findings to others in an independent minded manner;
- develop skills in research methods.
Data Mining (15 credits)
Data Mining is a process of extracting information and patterns from the data, and provide insight and understanding to inform decision making. This module introduces key concepts of data mining process and techniques including data pre-processing, feature engineering, clustering and classification.
Students will gain practical experience in overall data mining process, and using different techniques to identify patterns and extract information from publicly available data. They will also learn to present their findings effectively in the form of a report.
Optional modules (choose three)
Big Data Analytics and Visualisation (15 credits)
This module aims to introduce students to big data analytics and data visualisation tools and techniques that are widely used for business intelligence and other real-world applications. The module will enable students to solve a variety of complex data centred problems using computer software visualisation tools such as Tableau, Google Data Studio, and Microsoft Power BI.
Students will be equipped with the knowledge and experience needed to communicate complex concepts to a non-technical audience using interactive graphs and charts in the form of dashboards and worksheets to gain data insights.
Students will also learn about the importance of appropriate and responsible data use in government, healthcare and other sectors.
Stories as Data: Storytelling approaches for decision making (15 credits)
The aim of this module is for the students to:
- Develop knowledge and understanding of a variety of storytelling techniques applied within decision making contexts.
- Explore and apply tools for the creation of digital stories to articulate organisational values, practices, and processes.
- Acquire a range of creative and analytical skills to engage in critical discussion and communicate meaningful data-driven stories that effect behavioural change, engage business partners and inform decision-making.
AI and Applied Machine Learning (15 credits)
This module aims to provide students with knowledge and experience in modern machine learning techniques suitable for solving various AI challenges using real-world datasets. With an understanding of conventional machine learning and deep learning concepts and techniques, students will gain the ability to pre-prepare data, design machine learning models, and evaluate these models using suitable evaluation measures.
Data Science Project (60 credits)
The aim of this module is to allow students to demonstrate their knowledge of Data Science skills acquired in previous modules of their MSc Data Science course. Students will be given the opportunity to identify, design and conduct research on a topic relevant to their academic development and skills.
Students can select one of the following two options for conducting the research for their dissertation:
- A desk-based research project on a topic agreed with their supervisor that involves secondary data analysis or the collection and analysis of primary data.
- A project based on research conducted in collaboration with a Loughborough University partner organisation, which may involve the collection and analysis of primary data from this organisation, laboratory experiments and/or fieldwork.
Students will achieve a high level of understanding in the subject area and produce a written thesis which will discuss their research in depth and with academic rigour. The outcome of the research will be a written dissertation.
Compulsory module
Data Science Project (60 credits)
The aim of this module is to allow students to demonstrate their knowledge of Data Science skills acquired in previous modules of their MSc Data Science course. Students will be given the opportunity to identify, design and conduct research on a topic relevant to their academic development and skills.
Students can select one of the following two options for conducting the research for their dissertation:
- A desk-based research project on a topic agreed with their supervisor that involves secondary data analysis or the collection and analysis of primary data.
- A project based on research conducted in collaboration with a Loughborough University partner organisation, which may involve the collection and analysis of primary data from this organisation, laboratory experiments and/or fieldwork.
Students will achieve a high level of understanding in the subject area and produce a written thesis which will discuss their research in depth and with academic rigour. The outcome of the research will be a written dissertation.
How you'll be assessed
You will be assessed by a combination of exams, coursework and class presentations, as well as a dissertation on an agreed topic.
How you'll study
- Lectures
- Tutorials
- Independent study
- Group work
- Workshops
- Practical sessions
- Access to online material
Entry requirements
Our entry requirements are listed using standard UK undergraduate degree classifications i.e. first-class honours, upper second-class honours and lower second-class honours. To learn the equivalent for your country, please choose it from the drop-down below.
Entry requirements for United Kingdom
A 2:2 honours degree (or equivalent international qualification) in any discipline (except computer science).
Afghanistan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Masters | 95% | 85% | 70% |
Albania
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diplomë e Nivelit të Pare (First Level (University) Diploma (from 2010) | 9.5 | 8.5 | 8 |
Algeria
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licence (4 year) / Diplome d'Inginieur d'Etat / Diplôme d'Etudes Supérieures | 16 | 14 | 12 |
Argentina
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciatura/ Licenciado (4 year) | 8.5 | 7.5 | 6.0 |
Armenia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bakalavri Kochum required but typically a Magistrosi Kochum | 90% or 3.9 | 80% or 3.5 | 70% or 3.0 |
Australia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Honours degree (AQF level 8) | First Class, 80% | Upper Second, 70%, H2A | Lower Second, 60%, H2B |
Ordinary degree - AQF Level 7 pass (mark 46 or 50) | High Distinction (80% or 85%) | Distinction (75% or 80%) | Distinction (70% or 75%) |
Austria
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Degree / Diplomstudium / Fachhochschuldiplom (Diplom (FH)) | A (or 1.5) mit Auszeichnungbestanden | 60% / B / (or 2) | 60% / B / (or 2) |
Azerbaijan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bakalavr Diplomu/ Diplomu (Specialist Diploma) | 4.5 or 90% | 4 or 80% | 3.5 or 70% |
Bahamas
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Degree from University of the West Indies only | 1st (GPA 3.6) | 2:1 (GPA 3.0) | 2:2 (GPA 2.5) |
Bahrain
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3.0 | 2.8 |
Bangladesh
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 year Bachelor of Science in Engineering (IEB and BAETE accredited courses only) | 1st (70%) / 3.5 | 2nd (60%) / 3.0 | 2nd (55%) / 2.75 |
Masters (1-2 years) following a 3 or 4 year degree | 80% / 4.0 | 65% / 3.25 | 50% / 2.5 |
Belarus
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Specialist Diploma (5Yr) | 9 | 7 | 5 |
Belgium
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor degree/Licenciaat/Licencie | 80% or 17 | 70% or 14 | 60% or 12 |
Belize
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Degree from University of the West Indies only | 1st (GPA 3.6) | 2:1 (GPA 3.0) | 2:2 (GPA 2.5) |
Benin
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Maitrise | 18 | 15 or Bien | 12 or Assez Bien |
Bermuda
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Degree from University of the West Indies only | 1st (GPA 3.6) | 2:1 (GPA 3.0) | 2:2 (GPA 2.5) |
Bolivia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
A Licenciado, 4 years Private (public/private) | 85/78 | 75/66 | 67/55 |
Bosnia and Herzegovina
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diploma Visokog Obrazovanja / Diplomirani | 10 | 9 | 8 |
Botswana
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Master's degree | A or 80% | B or 70% | C or 60% |
Brazil
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Brazil - 4 yr Bacharel or Licenciado/Licenciatura or Título Profissional | 8.5 | 7.5 | 6.5 |
Brunei
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Brunei | First | Upper Second (60%/B/3.1) | Lower Second (50% or C or 2.5) |
Bulgaria
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
5 yr Diploma za Zavarsheno Visshe Obrazovanie (Diploma of Completed Higher Education) | 6 | 5 | 4 |
Burundi
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Masters or Diplôme d'Études Approfondies or Diplôme Ingénieur (professional title) | 18 | 15/20 (Bien) | 12.5/20 (Assez Bien) |
Cambodia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Masters | 80% or B+ or 3.5 | 70% or B or 3.0 | 60% or C+ or 2.5 |
Cameroon
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor degree or Diplome d'Etudes Superiures de Commerce or Diplome d'Ingenieur or Diplôme d'Ingénieur de Conception or a Maitrise, 4 year Licence or Master 1 (M1) | 1st / 3.6 or 15/Tres Bien | 2:1 / GPA 3.0 or 14 / Bien | 2:2 / GPA 2.5 or 12.5/ Assez Bien |
Canada
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0/Percentage | 3.7/85% | 3.3/75% | 2.7/68% |
Out of 9 | 8 | 6 | 5 |
Out of 12 | 10 | 8 | 6 |
Chile
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Grado de Licenciado / Título (Profesional) de [subject area] (4 years) | 6 | 5.5 | 5 |
China
Students are required to have a bachelor degree (4 years) for entry to a postgraduate programme. The University uses the Shanghai Academic Ranking of World Universities to identify the required final mark, as outlined on the table below:
First class (70%) | Mid 2:1 (65%) | 2:1 (60%) | Mid 2:2 (55%) | 2:2 (50%) | |
---|---|---|---|---|---|
Shanghai Rank Top 250 | 83% | 79% | 75% | 73% | 70% |
Shanghai Rank 251-500 | 88% | 84% | 80% | 78% | 75% |
Shanghai Rank 501+ | 92% | 87% | 84% | 82% | 80% |
Affiliated colleges
The University will consider students from Affiliated Colleges in the following way:
Applicants from colleges affiliated to universities in the top 250 Shanghai rankings will be considered if they have achieved or are likely to achieve final marks of 75%-84%.
Applicants from colleges affiliated to universities which are 251-500 in the Shanghai rankings will be considered if they have achieved or are likely to achieve final marks of 80%-87%.
Applicants from colleges affiliated to universities which are above 500 in the Shanghai rankings will be considered as follows:
- School of Business and Economics: not considered
- All other programmes if they have achieved or are likely to achieve final marks of 80%-87%.
Universities given special consideration
Applicants from a small number of Chinese universities that specialise in business, management, finance or creative arts will be given special consideration by the University. The full list of these universities and the Shanghai band under which they will be considered can be found below:
*Special consideration for programmes in School of Sport, Exercise and Health Sciences and Institute for Sport Business only.
Colombia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciado / Título de [subject area] | 4.5 | 3.75 | 3.2 |
Costa Rica
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciado | 9 | 8 or 80 | 7 or 75 |
Croatia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Baccalaureus / Prvostupnik | 4.5 | 3.8 | 3.0 |
Cuba
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4-year Titulo de Licenciado / Licenciatura | 5 | 4 | 3 |
Cyprus
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Cyprus | 8.5 | 7.0 | 6.5 |
Czech Republic
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bakalár (after 2001) 6 yr integrated Magistr | 1 | 1.5 | 2 |
Denmark
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
5 year Candidatus/Candidata Magisterii or Bachelor degree (7 point scale) | 12 | 10 | 7 |
Dominican Republic
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 year Licenciado or Título de [subject area] | 3.8 | Magna Cum Laude or 3.5 or 85% | Cum Laude or 3.2 or 82% |
Ecuador
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Título de Licenciado / Título de [subject area] | 8.5 / 85% | 8 / 80% | 7 / 70% |
Egypt
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Egypt | 3.5 | 3.2 | 2.8 |
Universities only | BA 90%, BSc 85% | BA 80%, BSc 75% | BA 65%, BSc 65% |
El Salvador
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
5 year Licenciado, Título de Ingeniero/Arquitecto | 8.5, 85% | 7.5, 75% or Muy Bueno | 6.5, 65% or Bueno |
Estonia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bakalaureusekraad or Magister or Magistrikraad | 5 or 91% or A | 4 or 81% or B | 3 or 71% or C |
Ethiopia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Master's | A/GPA 4.0 | A/GPA 3.5 | B/GPA 2.8 |
Finland
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Kandidaattii/Kandidat or the Maisteri/Magister | 3 (out of 3) or 4.5 (out of 5) | 2 (out of 3) or 3 (out of 5) | 1 (out of 3) or 2.5 (out of 5) |
France
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licence (3 years)/ Maitrise/ Diplôme d'Ingénieur | 14 | 13 | 11 |
Georgia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4-year degree (% = new system) | 5 (95%) | 4.0 (85%) | 3.5 (75%) |
Germany
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
German Bachelor/ Diplom, Magister Artium / Zeugnis über den Zweiten Abschnitt der Ärztlichen Prüfung | 1.5 | 2.5 | 3.0 |
Ghana
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Ghana | First | Upper second/60% | Lower second/50% |
Greece
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Universities | 8.5 | 7.0 | 6 |
TEI and non-University Institutions | 8.5 | 7 | 6.5 |
Grenada
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Degree from University of West Indies - classification | 1st, 70% (GPA 3.6) | 2:1, 60% (GPA 3.00) | 2:2, 50% (GPA 2.5) |
Degree from University of West Indies - grade / percentage | A | B / 75% | C / 55% |
Degree from University of West Indies - GPA | 3.6 | 3.0 | 2.0 |
Guatemala
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Liceniado / Titulo de (subject area) - 4 years | 90% (public university) / 95% (private university) | 80% (public university) / 85% (private university) | 60% (public university) / 70% (private university) |
Guyana
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Master's | GPA 4 | GPA 3.5 | 3.0 |
Honduras
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Título de Licenciado / Grado Académico de Licenciatura (4 year degree) - GPA out of 5 | GPA 5 or 90% | GPA 4 or 80% | GPA 3.5 or 70% |
Hong Kong
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
1st or 3.5/4 | 2:1or 3/4 | 2:2 or 2.5/4 | 2.5 |
Hungary
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Alapfokozt or Egyetemi Oklevel / Bachelor | 4.5 | 3.5 | 3 |
Iceland
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Baccalaurreatus degree or Kandidatsprof/Candidatus Mag | 8.5 | 7.5 | 6.5 |
India
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Institutions listed on the National Institutional Ranking Framework | 65% (First) | 60% (First) | 55% (Upper second) |
All other Indian institutions | 70% (First with distinction) | 65% (First) | 60% (First) |
Indonesia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Sarjana I (S1) from accredited Universities | 3.3 | 3.0 | 2.8 |
Iran
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Iran | 17 | 15 | 13 |
Iraq
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Iraq | 80% | 75% | 70% |
Ireland
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Republic of Ireland | First (70%) | Upper second (60%) | Lower second (50%) |
Israel
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
3 yr Bachelor Degree | 90% | 80% | 70% |
Italy
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diploma di Laurea | 109/110 | 100/110 | 90/110 |
Ivory Coast
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diplome d'Etude Approfondies, Diplome d'Etude Superieures or Diplome d'Etude Superieures | 16 | 14 (Bien) | 12 (Assez Bien) |
Jamaica
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
For degrees studied at The University of West Indies or degrees accredited by UCJ and CCCJ | 1st (GPA 3.6) | 2:1 (GPA 3.0) or B | 2:2, 50% (GPA 2.5) |
Japan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Gakushi – GPA 4.0 scale | 85% or A or 3.5 | 80% or B or 3.0 | 70% or C or 2.0 |
Jordan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3 or 3.5/5 or 75% | 2.5 (or 3.0/5) / 63% |
Kazakhstan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 5.0/percentage scale | 4.5 or 90% | 4 or 85% | 3.5 or 80% |
GPA 4.33 scale | 3.9 | 3.7 | 3.2 |
GPA 4.0 scale | 3.7 | 3.4 | 3 |
Kenya
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Kenya | First / 70% / A | Upper second / 60% / B | Lower second / 50% / C |
Kosovo
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Kosovo | 10 | 9 | 8 |
Kuwait
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.6 | 3.0 | 2.6 |
Latvia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Latvia | 9 | 7 | 6 |
Lebanon
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
American | 90% (3.5) | 80% (3.2) | 70% (2.8) |
French | 18 | 15 | 12 |
Liberia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Master's | 4.0 or 90% | 3.5 or 85% | 3 or 80% |
Libya
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
BSc Engineering, Architecture, Medicine | 85 (3.6) | 75 (3.0) | 65 (2.5) |
Other bachelor's degree from a university | 90 (4.0) | 85% (3.6) | 75% (3.0) |
Lithuania
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Lithuania | 9 | 8 | 7 |
Luxembourg
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Luxembourg | 18 (excellent) | 16 (tres Bien) | 14 (bien) |
Macau
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Macau | 1st or GPA 3.7 | 2:1 or GPA 3.0 | 2:2 or GPA 2.5 |
Macedonia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Magistar Дипломиран / Баццалауреус / Баццалауреа (Bachelor degree) | 10 | 9 | 8 |
Malawi
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Master's only | MSc 75% | MSc 70% | MSc 65% |
Malaysia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Classification | First Class | 2.1 | GPA 2.5 |
GPA 4.0 scale | 3.5 | 3.0 | 2.8 |
Malta
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Malta | 1st (80%) | 2:1 (70%) | 2:2 (55%) |
Mauritius
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Mauritius | 1st or 70% | 2:1 or 60% | 2:2 or 50% |
Mexico
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciatura / Licenciado/ Título (Profesional) de [subject area] | 8.5 | 8 | 7 |
Moldova
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diploma de Licenţă (Diploma of Licentiate) | 9 | 8 | 7 |
Mongolia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Диплом Специалиста (Specialist Diploma) | 90% or 3.5 | 80% or GPA 3.2 | 70% or GPA 3.0 |
Montenegro
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diploma of Completed Undergraduate Studies or Diploma of Professional Undergraduate Studies | 10 (or 5.0) | 9 (or 4.5) | 8 (or 4.0) |
Morocco
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diplôme d'Ingénieur d'État, Diplôme d'Écoles Nationales de Commerce et de Gestion, Licence / Licence d'Études Fondamentales / Licence Professionnelle | 16 | 14 | 12 |
Mozambique
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Mestrado/ Grau de Mastre | 16 | 14 | 12 |
Myanmar (Burma)
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
2 year Master's degree | 5 or 85% | 5 or 75% | 4.5 or 65% |
Namibia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4-year Bachelor Honours (post 2008) or Masters | 80% or A | 70% or B | 60% or C |
Nepal
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Master's (after 3 year bachelor degree) | 80% or 3.7 GPA | 65% or 3.3 GPA | 60% or 3.0 GPA |
Netherlands
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Netherlands | 8 | 7 | 6 |
New Zealand
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 Year Honours degree (480 credits) - Level 8 | First (7.0) | Upper Second (6.0) | Lower Second (4.0) |
3 Year degree (360 credits) - Level 7 | A+ (9.0) | A- (7.0) | B+ (6.0) |
Nicaragua
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciatura (4 year) | 90% | 80% | 70% |
Nigeria
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
7 point Scale | 6 | 5 | 3.0 (on 5 point scale) |
5 point scale | 4.5 | 3.8 | 3.5 |
4 point scale | 3.5 | 3 | 2.5 |
Norway
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Norway | A / 1.8 | B / 2.3 | C / 3.0 |
Oman
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3.0 | 2.5 |
Pakistan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 Year degree only (the higher of the 2 options) | A- or GPA 3.7 | B or GPA 3.0 | C+ or GPA 2.6 |
2 or 3 year Bachelor plus Masters | 1st (60%) plus GPA 3.7 | 2nd (55%) plus GPA 3.0 | 2nd (50%) plus GPA 2.6 |
Palestine
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor (4-years) | (85%) 3.5 | (80%) 3.0 | (70%) 2.5 |
Panama
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 Year Licenciado / Título de [subject area] | 91 (A) | 81 (B) | 71 (C) |
Papua New Guinea
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor (Honours) Degree | 1st | 2:1 | 2:2 |
Paraguay
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 Year Título de Licenciado / Título de [subject area] | 4.5 (85%) | 4 (80%) | 3.5 (75%) |
Peru
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 Year Título de Licenciado / Título de [subject area] | 14 | 13 | 12 |
Philippines
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Degree from prestigious state universities or Centres of Excellence (COE) | Summa Cum Laude 4.0 / 96% / 1.0 | Magna cum Laude 3.5 / 92% / 1.5 | Cum Laude 3.0 / 87%/ 2.0 |
Poland
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor Degree (post 2003) Magister (pre- 2003) | 5 | 4.5 | 4 |
Portugal
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diploma de Estudos Superiores Especializados (DESE) or Licenciado | 18 | 16 | 14 |
Qatar
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3.0 | 2.8 |
Romania
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diploma de Licenta/ Diploma de Inginer | 9 | 8 | 7 |
Russia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bakalavr/Specialist Diploma/Magistr | 4.5 | 4.0 | 3.5 |
Rwanda
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 year bachelor (Hons) degree (480 credits) | 1st, 16/20 (80%) | 2:1,14/20 (70%) | 2:2, 12/20 (60%) |
Saudi Arabia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3.0 | 2.8 |
GPA 5.0 scale | 4.5 | 3.75 | 3.5 |
Senegal
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Maitrise, Diplome d'Etude Approfondies, Diplome d'Etude Superieures or Diplome d'Etude Superieures Specialisees | 16/20 or Tres Bien | 14/20 or Bien | 12/20 or Assez Bien |
Serbia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Diplomirani/ Bachelor's degree | 9 | 8 | 7 |
Sierra Leone
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Honours degree or masters | 1st (70%) | 2:1 (60% or B) | 2:2 (50% or C) |
Singapore
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor (Hons) | First | Upper second | Lower second |
GPA 4.0 scale | 3.7 | 3.0 | 2.7 |
GPA 5.0 scale | 4.5 | 3.5 | 3.0 |
Slovakia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bakalár (from 2005) Magister / Inzinier | 1.5 or B | 2.0 or C | 2.5 or C/high D |
Slovenia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
University Diplom | 9 | 8 | 7 |
South Africa
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor (Honours) or B Tech after 4 yrs study | 1st or 75% | 2:1 or 70% | 2:2 or 60% |
South Korea
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA out of 4.5 | 4.0 / A | 3.5 / B | 3.0 / C+ |
GPA out of 4.3 | 4.0 / A | 3.0 / B | 2.7 / C+ |
Spain
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciado / Título de Ingeniero / Título de Arquitecto | 8.5 | 7 | 6.5 |
UCM grading | 3.0 | 2.0 | 1.5 |
Sri Lanka
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 year Professional degree or Bachelor Special or Honours degree | 90%, GPA 3.70 | 80%, GPA 3.30 | 70%, GPA 3.0 |
Sudan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 year degree | 1st, 70%, B+ | 2:1, 66% | mid 2:2, 60%, B |
Sweden
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Kandidatexamen or Magisterexamen | Overall grade of VG with a minimum of 120 credits at VG | B or Overall grade of VG with a minimum of 90 credits at VG | C or Overall grade of G with a minimum of 90 credits at G |
Switzerland
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Bachelor Degree, Diplom or Lizentiat (10/6/5) | 10 / 6 / 1 | 8 / 5 / 2 | 6 / 4 / 3 |
Syria
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
State universities 4 years of study | 80% | 70% | 60% |
Private universities 4 years of study | 90% | 80% | 70% |
Taiwan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Category 1 (4 year degree) | 80% | 75% | 70% |
Category 2 (4 year degree) | 85% | 80% | 75% |
Tajikistan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Диплом специалиста - Specialist Diploma | 5 | 4.5 | 4 |
Tanzania
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Tanzania | 1st | 2:1 | 2:2 |
Thailand
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3.0 | 2.8 |
Trinidad and Tobago
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
For degrees studied at The University of West Indies or degrees accredited by ACTT | 1st or GPA 3.6 | 2:1 or GPA 3.0 | 2:2 or GPA 2.5 |
Tunisia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licence, Maîtrise, Diplôme National d'Ingénieu | 16 (tres bien) | 14 (bien) | 11 (assez bien) |
Turkey
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Lisans Diplomasi or a Műhendis Diplomasi | 3.5 | 3 | 2.5 |
Turkmenistan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
4 Yr Bakalavr, Specialist Diploma or Magistr | 5 | 4.5 | 4 |
Uganda
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Uganda | 1st or 4.4 | 2:1 or 3.8 | 2:2 or 3.0 |
Ukraine
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Dyplom Magistra or a Bachelors degree (11 / 5) | 4.5 | 4.0 | 3.5 |
United Arab Emirates
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3.0 | 2.6 |
United States of America
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
GPA 4.0 scale | 3.5 | 3.2 | 2.8 |
Uruguay
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciado (4 year) | 9 | 8 | 7 |
Uzbekistan
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Majistr Diplomi / Diplomi (Specialist Diploma) | 90% or GPA 4.5 | 80% or GPA 4.0 | 70% or GPA 3.5 |
Venezuela
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Licenciado/Professional title. (4 year) | 18/20 or 8/9 | 16/20 or 7/9 | 14/20 or 6/9 |
Vietnam
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
10-point scale | 8.0 | 7.0 | 6.0 |
4-point scale | 3.5 | 3.0 | 2.8 |
Zambia
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
Master's | A or 4.0 or 80% | B+, 3.5 or 70% | B or 3.0 or 60% |
Zimbabwe
First-class honours (70%) | Upper second-class honours (60%) | Lower second-class honours (50%) | |
---|---|---|---|
3/4 year degree | 1st or 75% | 2:1 or 65% | 2:2 or 60% |
English language requirements
Applicants must meet the minimum English language requirements. Further details are available on the International website.
Fees and funding
October 2025 start
UK fee
£13,250 Full-time degree per annum
International fee
£29,950 Full-time degree per annum
The fee stated is for a full-time student undertaking a master’s programme of 180 credits. Part-time students, or those taking a postgraduate certificate or a postgraduate diploma, should divide the published fee by 180 credits and then multiply by the number of credits they are taking to calculate their tuition fees.
Fees are reviewed annually and are likely to increase to take into account inflationary pressures.
Your development
Our Department of Computer Science is committed to helping you develop the skills and attributes you need to progress successfully in your chosen career.
This programme therefore offers pathways depending on your academic/professional background and career goals.
Our students have successfully completed internships with Heineken (sustainability data designer & data analyst, revenue management data scientist), and as Data Scientists at Health Data Research UK, NHS, Computacenter, JMAN Group, and Amygda labs Ltd.
Your future career
The gathering, processing, interpretation and evaluation of data and information is vital in today’s world, and as our technological capacities expand so will the applications of data science. This MSc programme will equip you with the skills of a data scientist, enabling you to work in a wide variety of roles within a wide variety of industries.
Graduates of our postgraduate programmes have gone on to enjoy careers within a diverse range of organisations in a wide variety of roles, such as software development, network security, and systems engineering.
Recent graduate destinations have included:
- NHS Digital
- Computacentre
- Capgemini
- David Lloyd Clubs
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