Machine Learning for Visual Data Analytics MSc

This programme is designed to train engineers to work in the analysis and interpretation of images and video. It covers both low-level image processing and high-level interpretation, using state-of-the-art machine learning methodologies.

  • Undertake high-level training in programming languages, tools and methods that are necessary for the design and implementation of practical computer vision systems
  • Be taught by world-class researchers in the fields of multimedia analysis, vision-based surveillance, structure from motion and human motion analysis
  • Work on cutting-edge, live research projects, gaining hands-on experience
  • Work with the most up-to-date technologies - each topic is backed up by our world-leading research centres and groups
  • You can choose to study this programme with an additional year of Industrial Experience to augment your practical skills

Study options

Starting in
September 2020
Location
Mile End
Fees
UK/EU: £10,900
International: £22,750
Starting in
September 2020
Location
Mile End
Fees
UK/EU: £5,450
International: £11,400
Note that fees may be subject to an increase on an annual basis - see details on our tuition fees page.

What you'll study

You will undertake detailed study in machine learning, both generally and specifically for visual data analytics. You will also study computer vision. You may choose from elective modules in subjects such as computer graphics, data mining or processing, AI, image processing, digital media and social networks.

Our excellent links will allow you to build your network with industry and potential employers and have opportunities to work together on commercial and research projects.

The School has collaborations, partnerships, industrial placement schemes and public engagement programmes with organisations, including Vodafone, Google, IBM, BT, NASA, BBC and Microsoft.

You will devise and carry out a major dissertation, which you might do in collaboration with an industrial partner.

Structure

  • Four compulsory modules
  • Four elective modules
  • Compulsory 10,000-15,000-word dissertation/final project

The course structure and modules are for 2019-20 entry. We are currently reviewing this for September 2020 entry.

Visit our Open Day

Visit our Open Day

Wednesday 18 March 2020

Book your place

Compulsory/Core modules

Machine Learning

This course covers methods for machine learning from signals and data, including statistical pattern recognition methods, neural networks, and clustering. The aim of the course is to give you an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow you to apply such methods in a range of areas.

Introduction to Computer Vision

In recent years, research in computer vision has made significant progress. This is largely driven by the recognition that effective visual perception is crucial in understanding intelligent behaviour - unless we understand how we perceive, we will never understand how we reason The first part of the module will introduce the relevant concepts and techniques in machine learning. In the second part we will show how these techniques can be applied to various areas in computer vision.

Project

A project can be proposed in any area of your specialisation (module). Industrially and commercially proposed topics are welcome. All work must be original and your own. Where you use ideas, structure or text from other sources you must always fully reference this. The project is probably the most demanding task that you have to undertake. It is very different from the taught modules. Although you will have a supervisor, you are on your own to a greater extent. The onus is on you to define the project boundaries, to review relevant literature, to devise the methods of investigation, to carry out the investigation, to assess your findings and to report your work in a scholarly manner. You will be introduced to many of these aspects during the Research Methods module. To be successful you will need to plan, estimate and manage your time and energy. The rest you will have to learn as you go along. You are required to produce three documents, on or before specified deadlines, as part of the project. The project specification is a short document; the Draft report is required one month before the end of the project; followed by the final report (the dissertation).

Deep Learning and Computer Vision

Fuelled by the advances in sensing, computing and Machine Learning, Computer Vision applications start finding their way in our everyday lives. Face detection/recognition in Facebook, augmented reality with Google glasses, gaming with Microsoft kinect, to name just a few. This module, covers emerging topics/applications in the field of Computer Vision, and the underlying Machine Learning methodologies.

Machine Learning for Visual Data Analysis

The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.

Elective modules

Image Processing

This course gives students an introduction to image processing. Areas covered include image representation, and image transforms, image enhancement using point and spatial operations, image filtering, image restoration, image compression and image segmentation.

Computer Graphics

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.

Data Mining

Data that has relevance for decision-making is accumulating at an incredible rate due to a host of technological advances. Electronic data capture has become inexpensive and ubiquitous as a by-product of innovations such as the Internet, e-commerce, electronic banking, point-of-sale devices, bar-code readers, and electronic patient records. Data mining is a rapidly growing field that is concerned with developing techniques to assist decision-makers to make intelligent use of these repositories. The field of data mining has evolved from the disciplines of statistics and artificial intelligence. This module will combine practical exploration of data mining techniques with a exploration of algorithms, including their limitations. Students taking this module should have an elementary understanding of probability concepts and some experience of programming.

Digital Media and Social Networks

Introduction to Online Social Networks (OSN) Characteristics of OSNs Basic Graph Theory Small World Phenomenon Information propagation on OSNs Influence and Content Recommendation Sentiment Analysis in Social Media Privacy and ethics

Big Data Processing

The 12 week module involves 2 hours of timetabled lectures per week. Laboratory sessions are timetabled at 2 hours per week for 6 to 7 weeks only. The module syllabus adopts a hands-on programming stance. In addition it focuses on algorithms and architectures to familiarise students with message-passing systems ((MPI) as adopted by industry. Parallel computing, which implies the simultaneous execution of several processes for solving a single problem, is a mainstream subject with wide ranging implications for computer architecture, algorithms design and programming. The UK has been at the forefront of this technology through its involvement in the development of several innovative architectures.Queen Mary has been involved with Parallel Computing for more than a decade. In this module, students will be introduced to parallel computing and will gain firsthand experience in relevant techniques.

Assessment

  • 67% Modules
  • 33% Dissertation
  • Modules are assessed through a combination of coursework and written examinations
  • You will also be assessed through a final dissertation

Dissertation

Examples of past projects include: 

  • Automatic road segmentation - sponsored by Yamaha Motors Ltd
  • 3D face reconstruction from a few images
  • Sentiment analysis in images

The lecturers on my course are incredibly passionate and knowledgeable about their subject. They’re easy to approach and very understanding of what it’s like to be a student. Having a campus means having a more communal atmosphere. I’ve met many people from different courses to mine, which I imagine would not have been possible if the campus was segmented into different buildings like other London universities.

Burathat Junput, MSc Electronic Engineering by Research 2019

Teaching

Teaching for all modules includes a combination of lectures, seminars and use of a virtual learning environment. Each module provides contact time with your lecturers, supported by lab work and directed further study.

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

Part-time study options often mean that the number of modules taken is reduced per semester, with the full modules required to complete the programme spread over two academic years.

Where you'll learn

Facilities

The School has excellent bespoke facilities, including:

  • Augmented human interaction (AHI) laboratory
  • Informatics teaching laboratory with 350 state-of-the-art computers
  • Antenna measurement laboratory
  • qMedia and arts technology studios (Performance lab, control room, listening/recording room)
  • Robotics laboratory (ARQspace)

Campus

Teaching is based at Queen Mary’s main Mile End campus, 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 by tube from Central London, where you will have access to many of the University of London’s other facilities, such as Senate House.

Our new Graduate Centre on Mile End campus
Our new Graduate Centre on Mile End campus

About the School

School of Electronic Engineering and Computer Science

The School of Electronic Engineering and Computer Science is well known for its pioneering research. Some of our researchers are currently discovering how to allow robots to express human emotion and using beat tracking to synchronise computers with live music performance.

We also have excellent links with industry, working together on commercial and research projects. You will be taught by internationally-recognised research staff and will have access to our award-winning Informatics Teaching Laboratory and other outstanding facilities.

We are 11th in the UK for quality of computer science research (REF 2014) and sixth in the UK for quality of electronic engineering research (REF 2014). Research in the School is centred around a number of research groups

We have a diverse student body: over a quarter of our students are female and 47 countries are represented.

Career paths

Your skills and knowledge will be valuable in all industries that require intelligent processing and interpretation of image and video. This includes industries in directly related fields, such as multimedia indexing and retrieval (eg Google, Microsoft), motion capture (eg Vicon), media production (eg Sony, Technicolor, Disney), medical imaging, security and defence (eg Qinetiq), robotics, and industries in related areas that require good knowledge of machine learning, signal processing and programming. 

A number of our academics have common research projects with industrial partners such as Disney, BBC, Technicolor and STMicroelectronics, and take on consultancy work with industry.

You will also be ideally placed to pursue further research, including continuing onto PhD studies.

Fees and Funding

Full-time study

September 2020 | 1 year

  • Home and EU: £10,900
  • International: £22,750

Part-time study

September 2020 | 2 years

  • Home and EU: £5,450
  • International: £11,400
Note that fees may be subject to an increase on an annual basis - see details on our tuition fees page.

Queen Mary alumni get a £1,000 discount on their fees. Find out more

Funding

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

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:

Entry Requirements

UK

Degree requirements

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

Applicants with a good 2:2 will be considered on an individual basis.

Other routes

Applicants with unrelated degrees will be considered if there is evidence of equivalent industrial experience.

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

International

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

Angola
We normally consider the following qualifications for entry to our postgraduate taught programmes: Grau de Licenciado/a (minimum 4 years) from selected institutions.

UK 1st class degree: 17 out of 20
UK 2:1 degree: 15 out of 20
UK 2:2 degree: 13 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

Armenia
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: 87 out of 100
UK 2:1 degree: 75 out of 100
UK 2:2 degree: 61 out of 100

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

Belize
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

Benin
We normally consider the following qualifications for entry to our postgraduate taught programmes: Maitrise or Masters 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

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] 

Bosnia and Herzegovina
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: 9.5 out of 10
UK 2:1 degree: 8.5 out of 10
UK 2:2 degree: 7.5 out of 10

Botswana
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 5 years) or Master Degree from the University of Botswana.

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

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.

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

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

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

UK 1st class degree: 5.75 out of 6.0
UK 2:1 degree: 4.75 out of 6.0
UK 2:2 degree: 4.0 out of 6.0

Burundi
We normally consider the following qualifications for entry to our postgraduate taught programmes: Diplome d'Etudes Approfondies from a recognised institution.

UK 1st class degree: 85%; or 16 out of 20
UK 2:1 degree: 75%; or 14 out of 20
UK 2:2 degree: 60%; or 12 out of 20

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

UK 1st class degree: 80%; or GPA 3.5 out of 4.0
UK 2:1 degree: 70%; or GPA 3.0 out of 4.0
UK 2:2 degree: 60%; or GPA 2.35 out of 4.0

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

Canada
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: GPA 3.6 out of 4.0
UK 2:1 degree: GPA 3.2 out of 4.0
UK 2:2 degree: 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.  Generally, we do not accept applications from students studying at Affiliate Colleges.

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%

Congo, Rep. of
We normally consider the following qualifications for entry to our postgraduate taught programmes: Diplome d'Etudes Superieures or Maitrise 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

Costa Rica
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachiller or Licenciado from a recognised institution.

UK 1st class degree: 9 out of 10
UK 2:1 degree: 8 out of 10
UK 2:2 degree: 7.5 out of 10

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

Cuba
We normally consider the following qualifications for entry to our postgraduate taught programmes: Titulo de Licenciado/ Arquitecto/ Doctor/ Ingeniero from a recognised institution.

UK 1st class degree: 4.7 out of 5
UK 2:1 degree: 4 out of 5
UK 2:2 degree: 3.5 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)

Dominican Republic
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: 95/100
UK 2:1 degree: 85/100
UK 2:2 degree: 78/100

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

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

UK 1st class degree: 85%; or GPA 3.7 out of 4
UK 2:1 degree: 75%; or GPA 3.0 out of 4
UK 2:2 degree: 65%; or GPA 2.5 out of 4

El Salvador
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licenciado/ Titulo de [subject area] (minimum 5 years) from a recognised institution.

UK 1st class degree: 8.5 out of 10
UK 2:1 degree: 7.5 out of 10
UK 2:2 degree: 6.5 out of 10

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

UK 1st class degree: GPA 3.7 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

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. 

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

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

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

UK 1st class degree: GPA 3.7 out of 4.0
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.5 out of 4.0

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

France
We normally consider the following qualifications for entry to our postgraduate taught programmes: Licence; Grade de Licence; Diplome d'Ingenieur; or Maitrise from a recognised institution.

UK 1st class degree: 14 out of 20
UK 2:1 degree: 12 out of 20
UK 2:2 degree: 11 out of 20

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

UK 1st class degree: 80%; or GPA 4.0 out of 4.3
UK 2:1 degree: 67%; or GPA 3.3 out of 4.3
UK 2:2 degree: 60%; or GPA 2.7 out of 4.3

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

Guyana
We normally consider the following qualifications for entry to our postgraduate taught programmes: Graduate Diploma (Postgraduate) or Masters degree from a recognised institution.

UK 1st class degree: GPA 3.7 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

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

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

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

Hungary
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor degree (Alapfokozat) or University Diploma (Egyetemi Oklevel) from a recognised institution.

UK 1st class degree: 4.75 out of 5
UK 2:1 degree: 4 out of 5
UK 2:2 degree: 3.5 out of 5

Iceland
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor degree (Baccalaureus or Bakkalarprof) from a recognised institution.

UK 1st class degree: 8.25 out of 10
UK 2:1 degree: 7.25 out of 10
UK 2:2 degree: 6.5 out of 10

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: 70% 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.  

Iraq
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: 85 out of 100
UK 2:1 degree: 75 out of 100
UK 2:2 degree: 60 out of 100

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

UK 1st class degree: First Class Honours
UK 2:1 degree: Second Class Honours Grade I
UK 2:2 degree: Second Class Honours Grade II

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

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

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

UK 1st class degree: 110 out of 110
UK 2:1 degree: 105 out of 110
UK 2:2 degree: 94 out of 110

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)

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

UK 1st class degree: 85%; or GPA of 3.7 out of 4.0
UK 2:1 degree: 75%; or GPA of 3.0 out of 4.0
UK 2:2 degree: 70%; or GPA of 2.5 out of 4.0

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

Kosovo
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: 8.5 out of 10
UK 2:2 degree: 7.5 out of 10

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

UK 1st class degree: GPA 3.67 out of 4.0
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.67 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

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

UK 1st class degree: GPA 3.7 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

Latvia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (awarded after 2002) from a recognised institution.

UK 1st class degree: 9.5 out of 10
UK 2:1 degree: 7.5 out of 10
UK 2:2 degree: 6 out of 10

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)

Lesotho
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Honours Degree (minimum 5 years total HE study); Masters Degree or Postgraduate Diploma from selected institutions.

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

Liberia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Masters 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

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

UK 1st class degree: 85%; or 3.7 out of 4.0 GPA
UK 2:1 degree: 75%; or 3.0 out of 4.0 GPA
UK 2:2 degree: 65%; or 2.6 out of 4.0 GPA

Liechtenstein
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: 5.6 out of 6.0
UK 2:1 degree: 5.0 out of 6.0
UK 2:2 degree: 4.4 out of 6.0

Lithuania
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (minimum 180 ECTS credits) 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

Luxembourg
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree 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

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

UK 1st class degree: GPA 3.7 out of 4.0
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.5 out of 4.0

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

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

UK 1st class degree: 80% or GPA 3.7 out of 4.0
UK 2:1 degree: 70% or GPA 3.0 out of 4.0
UK 2:2 degree: 60% or GPA 2.4 out of 4.0

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

Maldives
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (awarded from 2000) from the Maldives National University.

UK 1st class degree: GPA 3.7 out of 4.0
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.5 out of 4.0

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.

Moldova
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree (Diploma de Licenta) 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: 6.5 out of 10

Monaco
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
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.5 out of 4.0

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

Mozambique
We normally consider the following qualifications for entry to our postgraduate taught programmes: Grau de Licenciado (minimum 4 years) or Grau de Mestre from 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

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

UK 1st class degree: 80% or GPA of 4.7 out of 5.0
UK 2:1 degree: 70% or GPA of 4.0 out of 5.0
UK 2:2 degree: 60% or GPA of 3.5 out of 5.0

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.

Netherlands
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
UK 2:1 degree: 7 out of 10
UK 2:2 degree: 6 out of 10

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

Oman
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
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.5 out of 4.0

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. 

Palestine, State of
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor 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

Panama
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: 91%
UK 2:1 degree: 81%
UK 2:2 degree: 71%

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

UK 1st class degree: Class I
UK 2:1 degree: Class II, division A
UK 2:2 degree: Class II, division B

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

UK 1st class degree: 4.7 out of 5
UK 2:1 degree: 4 out of 5
UK 2:2 degree: 3.5 out fo 5

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

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

UK 1st class degree: 9.75 out of 10
UK 2:1 degree: 8.0 out of 10
UK 2:2 degree: 7.0 out of 10

Russia
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: 4.7 out of 5
UK 2:1 degree: 4.0 out of 5
UK 2:2 degree: 3.5 out of 5

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

UK 1st class degree: 85%; or 17 out of 20
UK 2:1 degree: 70%; or 15 out of 20
UK 2:2 degree: 60%; or 13 out of 20

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

Serbia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Advanced Diploma of Higher Education from a recognised institution.

UK 1st class degree: 9 out of 10
UK 2:1 degree: 8 out of 10
UK 2:2 degree: 7 out of 10

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)

Slovenia
We normally consider the following qualifications for entry to our postgraduate taught programmes: Univerzitetni Diplomant (180 ECTS credits) (minimum 3 years) 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

Somalia
Bachelor degrees from Somalia are not considered for direct entry to our postgraduate taught programmes. Holders of Bachelor degrees from Somali National University can be considered for our Pre-Masters programmes on a case by case basis.

South Africa
We normally consider the following qualifications for entry to our postgraduate taught programmes: NQF Level 8 qualifications such as Bachelor Honours degrees or Professional Bachelor degrees from a recognised institution.

UK 1st class degree: 75%
UK 2:1 degree: 70%
UK 2:2 degree: 60%

Korea, South
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

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

UK 1st class degree: 85%
UK 2:1 degree: 75%
UK 2:2 degree: 65%

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.  

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

UK 1st class degree: 4.7 out of 5
UK 2:1 degree: 4.0 out of 5
UK 2:2 degree: 3.5 out of 5

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

UK 1st class degree: GPA 4.4 out of 5.0
UK 2:1 degree: GPA 3.5 out of 5.0
UK 2:2 degree: GPA 2.7 out of 5.0

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.

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

UK 1st class degree: GPA 3.60 out of 4.00
UK 2:1 degree: GPA 3.00 out of 4.00
UK 2:2 degree: GPA 2.50 out of 4.00

Turkmenistan
We normally consider the following qualifications for entry to our postgraduate taught programmes: Bachelor Degree or Diploma of Higher Education (awarded after 2007) from a recognised institution.

UK 1st class degree: 4.7 out of 5
UK 2:1 degree: 4.0 out of 5
UK 2:2 degree: 3.5 out of 5

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%

Uganda
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 4.4 out of 5.0
UK 2:1 degree: GPA 4.0 out of 5.0
UK 2:2 degree: GPA 3.0 out of 5.0

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

United Arab Emirates
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
UK 2:1 degree: GPA 3.0 out of 4.0
UK 2:2 degree: GPA 2.5 out of 4.0

United States
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
UK 2:1 degree: GPA 3.2 out of 4.0
UK 2:2 degree: GPA 2.5 out of 4.0

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 3.7 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.

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

UK 1st class degree: 75%; 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 2.4 out of 4.0

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

UK 1st class degree: 75%
UK 2:1 degree: 65%
UK 2:2 degree: 60%

English language requirements

If you got your degree in an English speaking country or if it was taught in English, and you studied within the last five years, you might not need an English language qualification - find out more

The minimum English Language requirements for entry to postgraduate degree programmes within the School of Electronic Engineering and Computer Science are:

6.5 overall including 6.0 in Writing, and 5.5 in Reading, Listening and Speaking. 

92 overall including 21 in Writing, 18 in Reading, 17 in Listening and 20 in Speaking.

62 overall including 57 in Writing, and 51 in Reading, Listening and Speaking.

either Trinity College London, Integrated Skills in English (ISE) II with Distinction in Writing, Reading, Listening and Speaking, or Trinity College London, Integrated Skills in English (ISE) III with Pass in Writing, Reading, Listening and Speaking.

176 overall including 169 in Writing, and 162 in Reading, Listening and Speaking.

176 overall including 169 in Writing, and 162 in Reading, Listening and Speaking.

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