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Our world-class teaching, research and industrial contacts will support you as you learn to describe, compare and apply a range of AI, machine learning and data science methods to the development and design of games.

The taught modules aim to teach you to:

Programme computer games using industry-relevant technologies.

Compare and select appropriate technologies in the context of game development.

Identify theories and principles of game design and apply them to analyse specific games.

Describe, compare and apply computational approaches to game-playing, interactive agents, content generation, and player modelling.

Identify current trends in the games and AI industries.

You will work closely with your lecturers and supervisors to carry out a major project on a computer games topic that you want to specialise in.

Structure

Eight compulsory modules.

Core final project.

Find out more about each module by looking them up in the module directory .

Please note that all modules are subject to change.

This module covers a range of Artificial Intelligence techniques employed in games, and teaches how games are and can be used for research in Artificial Intelligence. This module has a strong programming component. The module explores algorithms for creating agents that play classical board games (such as chess or checkers) and real-time games (Mario or PacMan), including single agents able to play multiple games. The module gives an overview of multiple techniques, such as Monte Carlo Tree Search, Evolutionary Computation, Deep and Machine Learning applied to games. This module covers the fundamentals of game development in a multi-platform (consoles, PC, Web and mobile devices) environment. The course focuses on development of 3D games, covering all aspects of game development: the game loop, math, physics, audio, graphics, input, animations, particle systems and artificial intelligence. This module has a strong programming content, required for laboratories and assignments. The practical aspects will be taught using a popular game development platform. The main assignment of this module consists of the development of a full game at the student's choice. This module covers games programming in C++, assuming the student has experience with object-oriented programming. The module introduces the C++ language and uses it to explores a range of topics in games programming, including 2D and 3D graphics, OpenGL, physics, input systems, and the use of C++ in modern game engines. It emphasises a practical approach to programming, with the students developing playable games for the final assessment. This module covers the fundamental principles of game design and provides a practical introduction to the game design process, relevant to both physical and digital games. It examines games in terms of their formal and dramatic elements, and how these combine to create experiences for players. Students are guided through the process of developing their own non-digital games, from initial concept, through prototyping and playtesting, to a final design. Modern video games employ various agents that interact with the player as opponents or characters, and that generate new content. This module covers the broad range of computational approaches developers currently use to create these in-game agents. The first part deals with techniques for authoring agent behaviour. The second part explores approaches procedural content generation for environments, narrative and others forms of game content. This modules explores computational and data-oriented approaches to game design, drawing on both latest academic research and games industry practice . Topics include formal models of games, applications of game theory, game description languages, player modelling, gameplay and experience metrics, games user research, game analytics, and automated playtesting and game tuning The module is taught through a mixture of lectures, labs and seminars, with guest speakers from academia and the games industry. There will be two main areas of content for this module: (i) creative AI procedures and practice and (ii) philosophical issues of Computational Creativity. The first area will cover the application of well-known AI techniques such as Deep Learning and Markov Models to generative projects, as well as ad-hoc techniques. These will be illustrated with applications in music, the visual arts and video game design, considering issues of human-computer interaction in these domains. The second area will raise and discuss questions around the value of having autonomous and semi-autonomous creative AI systems in society, drawing on philosophy, sociology, psychology and cognitive science, as well as engineering disciplines. The MSc project gives you an opportunity to apply the techniques and technologies that you have learnt to a significant advanced project. Projects will either be significantly development based or have a research focus that will require you to undertake practical work. All projects will be expected either to investigate or to make use of techniques that are at the leading edge. This course is concerned primarily with computer graphics systems and in particular 3D computer graphics. The course will include revision of fundamental raster algorithms such as polygon filling and quickly move onto the specification, modeling and rendering of 3D scenes. In particular the following topics may be covered: viewing in 2D,data structures for the representation of 3D polyhedra, viewing in 3D, visibility and hidden surface algorithms, illumination computations. Some attention will be paid to human perception of colour and interactive 3D such as virtual reality.

Modules are assessed through a combination of coursework and written examinations.

You will also be assessed through a final project module.

Research project

Individual projects are undertaken during the summer months, under the supervision of an academic member of staff, with whom there are weekly consultancy meetings. These are used for students to report on their progress, discuss research and design issues, and plan their future work.

The Projects Coordinator also runs a thread of taught sessions to support the project module. A number of industrial-linked projects are offered each year, which students can apply for.

The MSc programme was a perfect match for my career goals. It is designed to develop excellent game developers, extending beyond just programming skills. The programme also offers opportunities to build cross-cultural and interdisciplinary perspectives. Choosing Queen Mary, a prestigious university in London, provided me with the chance to meet students from various fields and participate more conveniently in cultural and industry activities in the city. The academics regularly share information about industry events, and we receive emails regarding career assistance and employability enhancement.

Yuan Zhao, MSc Computer Games, 2024

Teaching

You will learn by attending lectures, tutorials and labs. Each non-project-based module involves lectures, problem-solving coursework and practical sessions. Lectures are used to introduce principles and methods and also to illustrate how they can be applied in practice. Coursework allows students to develop problem-solving skills and gain practical experience. Practical lessons take the form of exercise classes and programming laboratories, that allow the students to learn by doing.

You will be assigned an Academic Advisor who will guide you in both academic and pastoral matters throughout your time at Queen Mary.

Professor Simon Colton

Professor of Computational Creativity, Games and Artificial Intelligence

Professor Colton has over 25 years of experience in AI, including generative technologies, such as deep learning, evolutionary approaches and procedural content generation. He is experienced in the application of AI techniques to cultural and artistic domains. He teaches modules in computational creativity.

BA BSc(Hons) PhD

Dr Tokarchuk is a member of the Game AI and Cognitive Science research groups, as well as the Centre for Intelligent Sensing (CIS). She researches mobile and location-based gaming, data-driven methods for human-computer interaction design, mobile sensing, social computing, social sensing, recommendation and game AI.

The School has excellent bespoke facilities , including:

Augmented human interaction (AHI) laboratory with 350 state-of-the-art computers.

Antenna measurement laboratory.

Media and arts technology studios (performance lab, control room, listening/recording room).

Robotics laboratory (ARQspace).

Campus

Teaching is based at Queen Mary’s main , one of the largest self-contained residential campuses in the capital. Our location in the heart of London’s East End offers a rich cultural environment.

We have invested £105m in new facilities over the past five years to offer our students an exceptional learning environment. Recent developments include the £39m Graduate Centre , providing 7,700 square metres of learning and teaching space.

The campus is 15 minutes from Central London by tube, where you will have access to many of the University of London’s facilities, such as the Senate House library.

About the School

School of Electronic Engineering and Computer Science

The School of Electronic Engineering and Computer Science carries out world-class research – and applies it to real-world problems. Being taught by someone who is changing the world with their ideas makes for exciting lectures, and helps you to stay ahead of the curve in your field. 99 per cent of our research is classed as ‘world-leading’ or ‘internationally excellent’ (REF 2021).

We are proud of our excellent student-staff relations, and our diverse student body, made up of learners from more than 60 countries.

The School has a close-knit student community, who take part in competitions and extracurricular lab activities.

School of Electronic Engineering and Computer Science

Career paths

Queen Mary’s Game AI Research Group and IGGI Centre for Doctoral Training has an established network of over 80 games companies, including Sony Interactive Entertainment, Creative Assembly, Bossa, and EA.

Students on this programme will benefit from our strong industry links, specifically through our research collaborations, and regular hosting of industry speakers at seminars and conferences.

Recent graduates from across the School have gone on to positions such as:

Network Engineers

Software Designers

Specialist Engineers

Systems Analysts

Web Developers

In organisations such as:

Barclays Capital

Credit Suisse

Merril Lynch

Microsoft

Nokia

Selex ES

Fees and funding

Full-time study

September 2025 | 1 year

Home: £12,850
Overseas: £31,500
EU/EEA/Swiss students

Conditional deposit

Home: £2000

Overseas: £2000
Information about deposits

Queen Mary alumni can get a £1000, 10% or 20% discount on their fees depending on the programme of study. Find out more about the Alumni Loyalty Award

Funding

There are a number of ways you can fund your postgraduate degree.

Scholarships and bursaries

Postgraduate loans (UK students)

Country-specific scholarships for international students

Our Advice and Counselling service offers specialist support on financial issues, which you can access as soon as you apply for a place at Queen Mary. Before you apply, you can access our funding guides and advice on managing your money:

Advice for UK and EU students

Advice for international students

Entry requirements

UK

Degree requirements

A 2:1 or above at undergraduate level in Electronic Engineering, Computer Science, Software Engineering, Information Technology, Mathematics or a related discipline.

Other routes

Applicants with a good 2:2 degree (55% or above) will be considered on an individual basis.

Find out more about how to apply for our postgraduate taught courses.

International

Country of Qualification

Afghanistan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Master Degree from a recognised institution.

UK 1st class degree: 90%; or GPA 3.7 out of 4.0
UK 2:1 degree: 80%; or GPA 3.0 out of 4.0
UK 2:2 degree: 70%; or GPA 2.4 out of 4.0

Albania
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: 9.5 out of 10
UK 2:1 degree: 8 out of 10
UK 2:2 degree: 7 out of 10

Algeria
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licence; Diplome de [subject area]; Diplome d'Etudes Superieures; Diplome de Docteur end Pharmacie; or Diplome de Docteur en Medecine from a recognised institution.

UK 1st class degree: 16 out of 20
UK 2:1 degree: 14 out of 20
UK 2:2 degree: 12 out of 20

Argentina
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo/ Grado de Licenciado/ Titulo de [subject area] (minimum 4 years) from a recognised institution.

UK 1st class degree: 9 out of 10
UK 2:1 degree: 7.5 out of 10
UK 2:2 degree: 6.5 out of 10

Australia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) or Bachelor Honours degree from a recognised institution.

UK 1st class degree: High Distinction; or First Class with Honours
UK 2:1 degree: Distinction; or Upper Second Class with Honours
UK 2:2 degree: Credit; or Lower Second Class with Honours

Austria
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: 1.5 out of 5.0
UK 2:1 degree: 2.5 out of 5.0
UK 2:2 degree: 3.5 out of 5.0

The above relates to grading scale where 1 is the highest and 5 is the lowest.

Azerbaijan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Specialist Diploma from a recognised institution.

UK 1st class degree: 90%; or GPA 4.7 out of 5
UK 2:1 degree: 80%; or GPA 4 out of 5
UK 2:2 degree: 70%; or GPA 3.5 out of 5

Bahamas
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) from the University of West Indies.

UK 1st class degree: First Class Honours
UK 2:1 degree: Upper Second Class Honours
UK 2:2 degree: Lower Second Class Honours

Bahrain
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: GPA 3.7 out of 4.0; or 90 out of 100
UK 2:1 degree: GPA 3.0 out of 4.0; or 80 out of 100
UK 2:2 degree: GPA 2.3 out of 4.0; or 74 out of 100

Bangladesh
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) from selected institutions.

UK 1st class degree: GPA 3.2 to 3.7 out of 4.0
UK 2:1 degree: GPA 3.0 to 3.3 out of 4.0
UK 2:2 degree: GPA 2.3 to 2.7 out of 4.0

Offer conditions will vary depending on the institution you are applying from. For some institutions/degrees we will ask for different grades to above, so this is only a guide.

Barbados
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from the University of West Indies, Cave Hill or Barbados Community College.

UK 1st class degree: First Class Honours*; or GPA 3.7 out of 4.0**
UK 2:1 degree: Upper Second Class Honours*; or GPA 3.0 out of 4.0**
UK 2:2 degree: Lower Second Class Honours*; or GPA 2.4 out of 4.0**

*relates to: the University of West Indies, Cave Hill.

**relates to: Barbados Community College.

Belarus
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Specialist Diploma (minimum 4 years) from a recognised institution.

UK 1st class degree: 9 out of 10; or 4.7 out of 5
UK 2:1 degree: 7 out of 10; or 4 out of 5
UK 2:2 degree: 5 out of 10; or 3.5 out of 5

Belgium
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (180 ECTS credits) from a recognised institution.

UK 1st class degree: 80% or 16/20*; or 78%**
UK 2:1 degree: 70% or 14/20*; or 72%**
UK 2:2 degree: 60% or 12/20*; or 65%**

*Flanders (Dutch-speaking)/ Wallonia (French-speaking)
**German-speaking

Bolivia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo de Bachiller Universitario or Licenciado / Titulo de [subject area] (minimum 4 years) from a recognised institution.

UK 1st class degree: 85%* or 80%**
UK 2:1 degree: 75%* or 70%**
UK 2:2 degree: 65%* or 60%**

*relates to: Titulo de Bachiller Universitario

**relates to: Licenciado / Titulo de [subject area]

Brazil
We normally consider the following qualifications for entry to our postgraduate taught programmes: Título de Bacharel / Título de [subject area] or Título de Licenciado/a (minimum 4 years) from a recognised institution.

UK 1st class degree: 8.25 out of 10
UK 2:1 degree: 7.5 out of 10
UK 2:2 degree: 6.5 out of 10

The above grades assumes that the grading scale has a pass mark of 5.

Cameroon
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree; Licence; Diplome d'Etudes Superieures de Commerce; Diplome d'Ingenieur de Conception/ Travaux; Doctorat en Medecine/ Pharmacie; or Maitrise or Master 1 from selected institutions.

UK 1st class degree: 16 out of 20; or GPA 3.6 out of 4.0
UK 2:1 degree: 14 out of 20; or GPA 3.0 out of 4.0
UK 2:2 degree: 12 out of 20; or GPA 2.5 out of 4.0

Chile
We normally consider the following qualifications for entry to our postgraduate taught programmes: Grado de Licenciado en [subject area] or Titulo (Professional) de [subject area] (minimum 4 years) from a recognised institution.

UK 1st class degree: 6.5 out of 7
UK 2:1 degree: 5.5 out of 7
UK 2:2 degree: 5 out of 7

China
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) from selected institutions.

UK 1st class degree: 85 to 95%
UK 2:1 degree: 75 to 85%
UK 2:2 degree: 70 to 80%

Offer conditions will vary depending on the institution you are applying from.

Colombia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licenciado en [subject area] or Titulo de [subject area] (minimum 4 years) from a recognised institution.

UK 1st class degree: 4.60 out of 5.00
UK 2:1 degree: 4.00 out of 5.00
UK 2:2 degree: 3.50 out of 5.00

Congo, Dem. Rep. of
We normally consider the following qualifications for entry to our postgraduate taught programmes: Diplome d'Etudes Approfondies or Diplome d'Etudes Speciales from a recognised institution.

UK 1st class degree: 16 out of 20; or 90%
UK 2:1 degree: 14 out of 20; or 80%
UK 2:2 degree: 12 out of 20; or 70%

Croatia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Advanced Diploma of Higher Education Level VII/1 (Diploma - Visoko obrazovanje) from a recognised institution.

UK 1st class degree: 4.5 out of 5
UK 2:1 degree: 4 out of 5
UK 2:2 degree: 3 out of 5

Cyprus
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: 8 out of 10; or GPA 3.7 out of 4.0
UK 2:1 degree: 7.0 out of 10; or GPA 3.0 out of 4.0
UK 2:2 degree: 6.0 out of 10; or GPA 2.5 out of 4.0

Czech Republic
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (180 ECTS credits) from a recognised institution.

UK 1st class degree: 1.2 out of 4
UK 2:1 degree: 1.5 out of 4
UK 2:2 degree: 2.5 out of 4

The above relates to grading scale where 1 is the highest and 4 is the lowest.

Denmark
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor degree from a recognised institution.

UK 1st class degree: 12 out of 12 (2007 onwards); or 11 out of 13 (before 2007)
UK 2:1 degree: 7 out of 12 (2007 onwards); or 8 out of 13 (before 2007)
UK 2:2 degree: 4 out of 12 (2007 onwards); or 7 out of 13 (before 2007)

Ecuador
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo de Licenciado / Titulo de [subject area] (minimum 4 years) from a recognised institution.

UK 1st class degree: 90%; or 9/10; or 19/20; or GPA 3.7 out of 4.0
UK 2:1 degree: 80%; or 8/10; or 18/20; or GPA 3.0 out of 4.0
UK 2:2 degree: 70%; or 7/10; or 14/20; or GPA 2.4 out of 4.0

Estonia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree; University Specialist's Diploma; or Professional Higher Education Diploma from a recognised institution.

UK 1st class degree: 4.5 out of 5
UK 2:1 degree: 3.5 out of 5
UK 2:2 degree: 2 out of 5

The above grades assumes that 1 is the pass mark.

Fiji
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) from one of the following institutions: Fiji National University, the University of Fiji, or the University of South Pacific, Fiji.

UK 1st class degree: GPA 4.0 out of 5.0*; or overall grade A with High Distinction pass**; or GPA 4.0 out of 4.5***
UK 2:1 degree: GPA 3.33 out of 5.0*; or overall grade B with Credit pass**; or GPA 3.5 out of 4.5***
UK 2:2 degree: GPA 2.33 out of 5.0*; or overall grade S (Satisfactory)**; or GPA 2.5 out of 4.5***

*relates to Fiji National University

**relate to the University of Fiji

***relates to the University of South Pacific, Fiji

Finland
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree/ Kandidaatti/ Kandidat (minimum 180 ECTS credits) from a recognised institution; or Bachelor degree (Ammattikorkeakoulututkinto/ Yrkeshögskoleexamen) from a recognised University of Applied Sciences.

UK 1st class degree: 4.5 out of 5; or 2.8 out of 3
UK 2:1 degree: 3.5 out of 5; or 2 out of 3
UK 2:2 degree: 2.5 out of 5; or 1.4 out of 3

Georgia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Specialist Diploma (minimum 4 years) from a recognised institution.

UK 1st class degree: 91 out of 100; or 4.7 out of 5
UK 2:1 degree: 81 out of 100; or 4 out of 5
UK 2:2 degree: 71 out of 100; or 3.5 out of 5

Germany
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (180 ECTS credits) from a recognised institution.

UK 1st class degree: 1.5 out of 5.0
UK 2:1 degree: 2.5 out of 5.0
UK 2:2 degree: 3.5 out of 5.0

The above relates to grading scale where 1 is the highest and 5 is the lowest.

Ghana
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: First Class
UK 2:1 degree: Second Class (Upper Division)
UK 2:2 degree: Second Class (Lower Division)

Greece
We normally consider the following qualifications for entry to our postgraduate taught programmes: Degrees from recognised selected institutions in the University sector or Degrees (awarded after 2003) from recognised Technological Educational Institutes.

UK 1st class degree: 8 out of 10*; or 9 out of 10**
UK 2:1 degree: 7 out of 10*; or 7.5 out of 10**
UK 2:2 degree: 6 out of 10*; or 6.8 out of 10**

*Relates to degrees from the University Sector.
**Relates to degrees from Technological Educational Institutes.

Grenada
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) from the University of West Indies.

UK 1st class degree: First Class Honours
UK 2:1 degree: Upper Second Class Honours
UK 2:2 degree: Lower Second Class Honours

Guatemala
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licenciado / Titulo de [subject area] (minimum 4 years) from a recognised institution.

UK 1st class degree: 90%
UK 2:1 degree: 80%
UK 2:2 degree: 70%

The above grades assumes that the pass mark is 61% or less.

Guinea
We normally consider the following qualifications for entry to our postgraduate taught programmes: Master; Maitrise; Diplome d'Etudes Superieures; or Diplome d'Etudes Approfondies from a recognised institution.

UK 1st class degree: 16 out of 20
UK 2:1 degree: 14 out of 20
UK 2:2 degree: 12 out of 20

Honduras
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo de Licenciado/a / Grado Academico de Licenciatura (minimum 4 years) from a recognised institution.

UK 1st class degree: 90%; or 4.7 out of 5; or GPA 3.7 out of 4.0
UK 2:1 degree: 80%; or 4.0 out of 5; or GPA 3.0 out of 4.0
UK 2:2 degree: 70%; or 3.5 out of 5; or GPA 2.4 out of 4.0

India
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) from selected institutions.

UK 1st class degree: 75% to 80%
UK 2:1 degree: 60% to 70%
UK 2:2 degree: 50% to 60%

Offer conditions will vary depending on the institution you are applying from. For some institutions/degrees we will ask for different grades to above, so this is only a guide.

For India, offers may be made on the GPA scale.

We do not consider the Bachelor of Vocation (B. Voc.) for Masters entry.

Indonesia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Sarjna I (S1) Bachelor Degree or Diploma IV (D4) (minimum 4 years) from selected degree programmes and institutions.

UK 1st class degree: GPA 3.6 to 3.8 out of 4.0
UK 2:1 degree: GPA 3.0 to 3.2 out of 4.0
UK 2:2 degree: GPA 2.67 to 2.8 out of 4.0

Offer conditions will vary depending on the institution you are applying from and the degree that you study.

Iran
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: 17.5 to 18.5 out of 20
UK 2:1 degree: 15 to 16 out of 20
UK 2:2 degree: 13.5 to 14 out of 20

Offer conditions will vary depending on the institution you are applying from.

Cote D’ivoire (Ivory Coast)
We normally consider the following qualifications for entry to our postgraduate taught programmes: Diplome d'Ingenieur; Doctorat en Medicine; Maitrise; Master; Diplome d'Etudes Approfondies; or Diplome d'Etudes Superieures Specialisees from selected institutions.

UK 1st class degree: 16 out of 20
UK 2:1 degree: 14 out of 20
UK 2:2 degree: 12 out of 20

Jamaica
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) from the University of West Indies (UWI) or a recognised institution.

UK 1st class degree: GPA 3.7 out of 4.0; or First Class Honours from the UWI
UK 2:1 degree: GPA 3.0 out of 4.0; or Upper Second Class Honours from the UWI
UK 2:2 degree: GPA 2.4 out of 4.0; or Lower Second Class Honours from the UWI

Japan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from selected institutions.

UK 1st class degree: S overall* or A overall**; or 90%; or GPA 3.70 out of 4.00
UK 2:1 degree: A overall* or B overall**; or 80%; or GPA 3.00 out of 4.00
UK 2:2 degree: B overall* or C overall**; or 70%; or GPA 2.3 out of 4.00

*Overall mark is from the grading scale: S, A, B, C (S is highest mark)
**Overall mark is from the grading scale: A, B, C, D (A is highest mark)

Kazakhstan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Specialist Diploma from a recognised institution.

UK 1st class degree: 3.8 out of 4.0/4.33; or 4.7 out of 5
UK 2:1 degree: 3.33 out of 4.0/4.33; or 4.0 out of 5
UK 2:2 degree: 2.67 out of 4.0/4.33; or 3.5 out of 5

Kenya
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) from a recognised institution.

UK 1st class degree: First Class Honours; or GPA 3.6 out of 4.0
UK 2:1 degree: Second Class Honours Upper Division; or GPA 3.0 out of 4.0
UK 2:2 degree: Second Class Honours Lower Division; or GPA 2.4 out of 4.0

Kyrgyzstan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Specialist Diploma (minimum 4 years) from a recognised institution.

UK 1st class degree: 4.7 out of 5; or GPA 3.7 out of 4
UK 2:1 degree: 4.0 out of 5; or GPA 3.0 out of 4
UK 2:2 degree: 3.5 out of 5; or GPA 2.4 out of 4

Lebanon
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree; Licence; or Maitrise from a recognised institution.

UK 1st class degree: 90% or Grade A; or GPA 3.7 out of 4.0; or 16 out of 20 (French system)
UK 2:1 degree: 80% or Grade B; or GPA 3.0 out of 4.0; or 13 out of 20 (French system)
UK 2:2 degree: 70% or Grade C; or GPA 2.5 out of 4.0; or 12 out of 20 (French system)

Macedonia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Diploma of Completed Higher Education - Level VII/1 or Bachelor Degree from a recognised institution.

UK 1st class degree: 9.5 out of 10
UK 2:1 degree: 8.5 out of 10
UK 2:2 degree: 7 out of 10

Madagascar
We normally consider the following qualifications for entry to our postgraduate taught programmes: Maîtrise; Diplome d'Ingenieur; Diplôme d'Etat de Docteur en Médecine; Diplôme d’Etat de Docteur en Chirurgie Dentaire; Diplôme d'Études Approfondies; Diplôme de Magistère (Première Partie) – also known as Master 1; or Diplôme de Master – also known as Master 2 from a recognised institution.

UK 1st class degree: 16 out of 20
UK 2:1 degree: 14 out of 20
UK 2:2 degree: 12 out of 20

Malaysia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: Class 1; or 3.7 out of 4.0 CGPA
UK 2:1 degree: Class 2 division 1; or 3.0 out of 4.0 CGPA
UK 2:2 degree: Class 2 division 2; or 2.6 out of 4.0 CGPA

Malta
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Bachelor Honours Degree from a recognised institution.

UK 1st class degree: First Class Honours; or Category I
UK 2:1 degree: Upper Second Class Honours; or Category IIA
UK 2:2 degree: Lower Second Class Honours; or Category IIB

Mauritius
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: Class I; or 70%
UK 2:1 degree: Class II division I; or 60%
UK 2:2 degree: Class II division II; or 50%

Offer conditions will vary depending on the grading scale used by your institution.

Mexico
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo de Licenciado/ Titulo (Profesional) de [subject area] from a recognised institution.

UK 1st class degree: 9.0 to 9.5 out of 10
UK 2:1 degree: 8.0 to 8.5 out of 10
UK 2:2 degree: 7.0 to 7.5 out of 10

Offer conditions will vary depending on the grading scale your institution uses.

Mongolia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) from selected institutions.

UK 1st class degree: GPA 3.6 out of 4.0; or 90%; or grade A
UK 2:1 degree: GPA 3.2 out of 4.0; or 80%; or grade B
UK 2:2 degree: GPA 2.8 out of 4.0; or 70%; or grade C

Montenegro
We normally consider the following qualifications for entry to our postgraduate taught programmes: Diploma of Completed Academic Undergraduate Studies; Diploma of Professional Undergraduate Studies; or Advanced Diploma of Higher Education from a recognised institution.

UK 1st class degree: 9.5 out of 10
UK 2:1 degree: 8.5 out of 10
UK 2:2 degree: 7 out of 10

Morocco
We normally consider the following qualifications for entry to our postgraduate taught programmes: Diplome d'Ecoles Nationales de Commerce et de Gestion; Diplome de Docteur Veterinaire; Doctorat en Medecine; Docteur en Medecine Dentaire; Licence; Diplome d'Inegeniuer d'Etat; Diplome de Doctorat en Pharmacie; or Maitrise from a recognised institution.

UK 1st class degree: 16 out of 20
UK 2:1 degree: 13 out of 20
UK 2:2 degree: 11 out of 20

Namibia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Honours Degree or Professional Bachelor Degree (NQF level 8 qualifications) - these to be awarded after 2008 from a recognised institution.

UK 1st class degree: 80%
UK 2:1 degree: 70%
UK 2:2 degree: 60%

Nepal
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) from selected institutions.

UK 1st class degree: 80%; or GPA 3.7 out of 4.0
UK 2:1 degree: 65%; or GPA 3.0 out of 4.0
UK 2:2 degree: 55%; or GPA of 2.4 out of 4.0

Bachelor in Nursing Science are not considered equivalent to UK Bachelor degrees.

New Zealand
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) or Bachelor Honours Degree from a recognised institution.

UK 1st class degree: A-*; or First Class Honours**
UK 2:1 degree: B*; or Second Class (Division 1) Honours**
UK 2:2 degree: C+*; or Second Class (Division 2) Honours**

*from a Bachelor degree
**from a Bachelor Honours degree

Nigeria
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from selected institutions.

UK 1st class degree: GPA 4.50 out of 5.00; or GPA 6.0 out of 7.0
UK 2:1 degree: GPA 3.50 out of 5.00; or GPA 4.6 out of 7.0
UK 2:2 degree: GPA 2.80 out of 5.00; or GPA 3.0 out of 7.0

Norway
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (180 ECTS credits) from a recognised institution.

UK 1st class degree: Overall B grade with at least 75 ECTS (of 180 ECTS min overall) at grade A or above.
UK 2:1 degree: Overall B grade
UK 2:2 degree: Overall C grade

Pakistan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) from selected institutions.

UK 1st class degree: GPA 3.0 to 3.8 out of 4.0
UK 2:1 degree: GPA 2.6 to 3.6 out of 4.0
UK 2:2 degree: GPA 2.0 to 3.0 out of 4.0

Offer conditions will vary depending on the institution you are applying from. For some institutions/degrees we will ask for different grades to above, so this is only a guide.

Peru
We normally consider the following qualifications for entry to our postgraduate taught programmes: Grado Academico de Bachiller or Titulo de Licenciado/ Titulo (Professional) de [subject area] from a recognised institution.

UK 1st class degree: 17 out of 20
UK 2:1 degree: 14 out of 20
UK 2:2 degree: 12 out of 20

Philippines
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from selected institutions or Juris Doctor; Bachelor of Laws; Doctor of Medicine; Doctor of Dentistry/ Optometry/ Veterinary Medicine; or Masters Degree from recognised institutions.

UK 1st class degree: 3.6 out of 4.0; or 94%; or 1.25 out of 5
UK 2:1 degree: 3.0 out of 4.0; or 86%; or 1.75 out of 5
UK 2:2 degree: 2.5 out of 4.0; or 80%; or 2.5 out of 5

The above 'out of 5' scale assumes 1 is highest mark and 3 is the pass mark.

Poland
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licencjat or Inzynier (minimum 3 years) - these must be awarded after 2001 from a recognised institution.

UK 1st class degree: 4.8 out of 5.0
UK 2:1 degree: 4.5 out of 5.0
UK 2:2 degree: 3.8 out of 5.0

The above grades are based on the 2 to 5 scale, where 3 is the pass mark and 5 is the highest mark.

Portugal
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licenciado (minimum 180 ECTS credits) or Diploma de Estudos Superiores Especializados (DESE) from a recognised institution.

UK 1st class degree: 16 out of 20
UK 2:1 degree: 14 out of 20
UK 2:2 degree: 12 out of 20

Puerto Rico
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) from a recognised institution.

UK 1st class degree: 90/100 or GPA 3.7 out of 4.0
UK 2:1 degree: 80/100 or GPA 3.0 out of 4.0
UK 2:2 degree: 70/100 or GPA 2.4 out of 4.0

Qatar
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: GPA 3.7 out of 4.0; or GPA 4.4 out of 5.0
UK 2:1 degree: GPA 3.0 out of 4.0; or GPA 3.6 out of 5.0
UK 2:2 degree: GPA 2.4 out of 4.0; or GPA 2.8 out of 5.0

Saudi Arabia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: GPA 4.75 out of 5.0; or GPA 3.75 out of 4.0
UK 2:1 degree: GPA 3.75 out of 5.0; or GPA 3.0 out of 4.0
UK 2:2 degree: GPA 3.0 out of 5.0; or GPA 2.4 out of 4.0

Senegal
We normally consider the following qualifications for entry to our postgraduate taught programmes: Maîtrise; Master II; Diplôme d'Études Approfondies (DEA); Diplôme d'Études Supérieures Specialisées (DESS); Diplôme d'État de Docteur en Médecine; Diplôme d'Ingénieur; Diplôme de Docteur en Chirurgie Dentaire; or Diplôme de Pharmacien from a recognised institution.

UK 1st class degree: 16/20
UK 2:1 degree: 14/20
UK 2:2 degree: 12/20

Sierra Leone
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (Honours) or a Masters degree from a recognised institution.

UK 1st class degree: First Class honours; or GPA 4.7 out of 5; or GPA 3.75 out of 4
UK 2:1 degree: Upper Second Class honours; or GPA 4 out of 5; or GPA 3.25 out of 4
UK 2:2 degree: Lower Second Class Honours; or GPA 3.4 out of 5; or GPA 2.75 out of 4

Singapore
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) or Bachelor Honours degree from selected institutions.

UK 1st class degree: GPA 4.3 out of 5.0; or GPA 3.6 out of 4.0
UK 2:1 degree: GPA 3.8 out of 5.0; or GPA 3.0 out of 4.0
UK 2:2 degree: GPA 3.3 out of 5.0; or GPA 2.5 out of 4.0

Slovakia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (180 ECTS credits) (minimum 3 years) from a recognised institution.

UK 1st class degree: 93%; or 1 overall (on 1 to 4 scale, where 1 is highest mark)
UK 2:1 degree: 86%; or 1.5 overall (on 1 to 4 scale, where 1 is highest mark)
UK 2:2 degree: 72%; or 2.5 overall (on 1 to 4 scale, where 1 is highest mark)

South Korea
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) from a recognised institution.

UK 1st class degree: GPA 4.2 out of 4.5; or GPA 4.0 out of 4.3; or GPA 3.7 out of 4.0
UK 2:1 degree: GPA 3.5 out of 4.5; or GPA 3.3 out of 4.3; or GPA 3.2 out of 4.0
UK 2:2 degree: GPA 3.0 out of 4.5; or GPA 2.8 out of 4.3; or GPA 2.5 out of 4.0

Spain
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo Universitario Oficial de Graduado en [subject area] (Grado) or Titulo Universitario Oficial de Licenciado en [subject area] (Licenciatura) from a recognised institution.

UK 1st class degree: 8.0 out of 10; or 2.5 out of 4.0
UK 2:1 degree: 7.0 out of 10; or 2.0 out of 4.0
UK 2:2 degree: 6.0 out of 10; or 1.5 out of 4.0

Sri Lanka
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (Special or Honours) or Bachelor Degree (Professional) (minimum 4 years) from a recognised institution.

UK 1st class degree: GPA 3.5 out of 4.0
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.4 out of 4.0

Sudan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Honours degree from a recognised institution or Bachelor degree in one of the following Professional subjects: Architecture; Dentistry; Engineering; Medicine/Surgery from a recognised institution.

UK 1st class degree: 80%
UK 2:1 degree: 65%
UK 2:2 degree: 60%

Sweden
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (Kandidatexamen) or Professional Bachelor Degree (Yrkesexamenfrom) (180 ECTS credits) from a recognised institution.

UK 1st class degree: Overall B grade with at least 75 ECTS at grade A or above (180 ECTS minimum overall); or at least 65% of credits graded at VG overall
UK 2:1 degree: Overall B grade (180 ECTS minimum overall); or at least 50% of credits graded at VG overall
UK 2:2 degree: Overall C grade (180 ECTS minimum overall); or at least 20% of credits graded at VG overall.

Switzerland
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor degree (180 ECTS credits) from a recognised institution.

UK 1st class degree: 5.5 out of 6; or 9 out of 10
UK 2:1 degree: 5 out of 6; or 8 out of 10
UK 2:2 degree: 4.25 out of 6; or 7 out of 10

Taiwan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from selected institutions.

UK 1st class degree: 85 to 90%
UK 2:1 degree: 70 to 75%
UK 2:2 degree: 65 to 70%

Offer conditions will vary depending on the institution you are applying from.

Thailand
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: GPA 3.40 to 3.60 out of 4.00
UK 2:1 degree: GPA 3.00 to 3.20 out of 4.00
UK 2:2 degree: GPA 2.40 to 2.60 out of 4.00

Offer conditions will vary depending on the institution you are applying from.

Trinidad and Tobago
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 3 years) from a recognised institution.

UK 1st class degree: GPA 3.7 out of 4.0; or First Class Honours from the University of West Indies
UK 2:1 degree: GPA 3.0 out of 4.0; or Upper Second Class Honours from the University of West Indies
UK 2:2 degree: GPA 2.4 out of 4.0; or Lower Second Class Honours from the University of West Indies

Tunisia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licence; Diplome National d'Architecture; Maitrise; Diplome National d'Ingeniuer; or Doctorat en Medecine / Veterinaire from a recognised institution.

UK 1st class degree: 16 out of 20
UK 2:1 degree: 13 out of 20
UK 2:2 degree: 11 out of 20

Turkey
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: GPA 3.40 to 3.60 out of 4.00
UK 2:1 degree: GPA 2.80 to 3.00 out of 4.00
UK 2:2 degree: GPA 2.30 to 2.50 out of 4.00

Offer conditions will vary depending on the institution you are applying from.

Turks and Caicos Islands
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (accredited by the Council of Community Colleges of Jamaica) from a recognised institution.

UK 1st class degree: GPA 3.7 out of 4.0; or 80%
UK 2:1 degree: GPA 3.3 out of 4.0; or 75%
UK 2:2 degree: GPA 2.7 out of 4.0; or 65%

Ukraine
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Specialist Diploma from a recognised institution.

UK 1st class degree: 10 out of 12; or 4.7 out of 5
UK 2:1 degree: 8 out of 12; or 4.0 out of 5
UK 2:2 degree: 6 out of 12; or 3.5 out of 5

Uruguay
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo de Licenciado/ Titulo de [subject area] (minimum 4 years) from a recognised institution.

UK 1st class degree: 10 to 11 out of 12
UK 2:1 degree: 7 to 9 out of 12
UK 2:2 degree: 6 to 7 out of 12

Offer conditions will vary depending on the institution you are applying from.

Uzbekistan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 4 years) or Specialist Diploma from a recognised institution.

UK 1st class degree: 90%; or 4.7 out of 5
UK 2:1 degree: 80%; or 4.0 out of 5
UK 2:2 degree: 71%; or 3.5 out of 5

Venezuela
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo de Licenciado/ Titulo de [subject area] from a recognised institution.

UK 1st class degree: 81%
UK 2:1 degree: 71%
UK 2:2 degree: 61%

Non-percentage grading scales, for example scales out of 20, 10, 9 or 5, will have different requirements.

Vietnam
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree from a recognised institution.

UK 1st class degree: 8.0 out of 10; or GPA 3.4 out of 4
UK 2:1 degree: 7.0 out of 10; or GPA 3.0 out of 4
UK 2:2 degree: 5.7 out of 10; or GPA 2.4 out of 4

Yemen
We normally consider the following qualifications for entry to our postgraduate taught programmes: Masters (Majister) degree from a recognised institution.

UK 1st class degree: 90%
UK 2:1 degree: 80%
UK 2:2 degree: 65%

Bachelor Degrees from Lebanese International University (in Yemen) can be considered for entry to postgraduate taught programmes - please see Lebanon for guidance on grade requirements for this.

English language requirements

The English language requirements for our programmes are indicated by English bands, and therefore the specific test and score acceptable is based on the band assigned to the academic department within which your chosen course of study is administered. Note that for some academic departments there are programmes with non-standard English language requirements.

The English Language requirements for entry to postgraduate taught and research programmes in the School of Electronic Engineering and Computer Science falls within the following English band:

Band 4: IELTS (Academic) minimum score 6.5 overall with 6.0 in each of Writing, Listening, Reading and Speaking

We accept a range of English tests and qualifications categorised in our English bands for you to demonstrate your level of English Language proficiency. See all accepted English tests that we deem equivalent to these IELTS scores.

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School of Electronic Engineering and Computer Science

School of Electronic Engineering and Computer Science

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School of Electronic Engineering and Computer Science