Artificial Intelligence

Qualification(s) available: MSc

Fees for the 2026-27 academic year
UK: £13,700
International: £30,900
Scholarships available
Entry requirements
2:2
Full-time
1 year
Part-time
Not available
Location
Loughborough
Start date
September 2026
Department
Computer Science
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Our master's in Artificial Intelligence has been developed with input from UK and international organisations to equip you with the cutting-edge practical skills sought by employers across a range of sectors.

Artificial Intelligence (AI) is rapidly changing the world and the advances being made in this fast-paced field of computer science has created a demand for forward-thinking and highly-skilled individuals. Our MSc programme is designed to equip you with precisely these skillsets so you can exploit the opportunities available in this field

Drawing on the Department’s research strength, our MSc Artificial Intelligence will appeal to students seeking to build on a first degree in Computer Science by specialising in the quickly evolving fields of AI and machine learning – areas that are already having a profound impact in everything from business and finance to health and the environment.

Modules, reflecting the expertise of our academic staff, will enable you to develop your professional skills and specialise in such areas as image processing, artificial intelligence, robotics and data science.

Our strong links with industry and academic excellence put us at the forefront of technological development. Our research not only informs the curriculum, but also provides opportunities to work on collaborative projects with industry partners.

As a student of the Department of Computer Science, you will enjoy 24-hour access to computer labs, supported by a team of systems specialists. Based in the Haslegrave Building, your studies will benefit from specialist labs for hardware and robotics work and the latest state-of-the-art equipment.

Who should study this programme?

Our Artificial Intelligence MSc is for students who want to build on a first degree in Computer Science or a related discipline with specialised modules in AI technologies and their applications. It will make ideal training for students seeking to develop the knowledge and skills to become a specialist in this growing and highly competitive field, opening up careers within the wide range of industries that recognise the transformative potential of AI.

Why you should choose us

8th for Student Experience in Computer Science The Times and Sunday Times Good University Guide 2026
100% of Computer Science research impact rated 'world-leading' or 'internationally excellent' REF 2021
Top 20 in the UK for Computer Science Complete University Guide 2026

Why you should study this degree

  • It is developed with input from UK and international organisations to ensure industry relevance.
  • You will have opportunities to work on collaborative projects with industry partners.
  • You will have access to state-of-the-art facilities within a £5 million refurbished building.
  • It draws on our research specialisms in Vision, AI, Autonomous and Human Centred Systems.

What you'll study

The following information is intended as an example only and is typically based on module information for the 2025/26 year of entry. Modules are reviewed on an annual basis and may be subject to future changes. Updated Programme and Module Specifications are made available ahead of each academic year. Please also see Terms and Conditions of Study for more information.

Our MSc Artificial Intelligence covers specialist modules in programming, AI, applied machine learning, robotics and intelligent systems, and computer vision, as well as modules that prepare you for your individual AI project.

Compulsory

The aims of this module are to:

  • enhance awareness and critical appreciation of high-quality research-based publications;
  • develop ability to communicate research-findings to others in an independent minded manner;
  • develop skills in research methods.

The aim of this module is to provide an up-to-date introduction to state-of-art artificial intelligence with a particular focus on the developments of the last five to ten years. The module will introduce specific methods within the scientific contexts in which AI has seen considerable progress. The module will also prepare students for the in-depth analysis of the various methods presented in the following modules in the programme.

This module aims to prepare students to apply modern machine learning techniques to solve various real-world challenges as well as exploring state-of-the- art deep learning technology. This self-contained module will introduce conventional machine learning methods and new deep neural network development. With the understanding of the techniques, the students will gain the ability to apply and develop practical machine learning solutions for real-world applications, thus to satisfy industrial needs under different scenarios.

The aims of this module are to provide students with the relevant concepts of robotics from the AI perspective and the skills for developing planning and learning systems that apply to robotics.


Compulsory

The main aim of this module is to introduce students to computer-based understanding, analysis and processing of images taken with a digital camera. The module introduces various methods and algorithms that allow computers to store images, process images (e.g. enhance images), extract useful information from images, classify images, and organise image collections. The module also aims to specify and discuss the problems of image understanding and of various computer vision applications.

This module aims to introduce key concepts in Natural Language Processing (NLP), a field of using statistical methods and machine learning algorithms for processing written natural language. The module will equip students with a fundamental understanding of methods for processing linguistic data in textual form, associated challenges, and applications. The module will also provide students with the practical skills to analyse textual data using fundamental and state-of-the-art NLP methods.

The aim of this module is to introduce the student to distributed AI systems through the notion of an agent, how it can be constructed, and how multiple agents can be made to cooperate effectively with one another to solve complex AI problems.

The aims of this module are to:

  • Introduce the facets of research from broad research philosophy to detailed data collection.
  • Develop critical analysis skills across a range of different sources.
  • Introduce ethical thinking into the development of an appropriate research methodology.

Compulsory

The aim of this module is to allow students to demonstrate their analysis, design and programming skills, acquired in previous modules of their MSc, by applying what they have learned to a substantial problem in Artificial Intelligence. The project must be related to their MSc studies and the student should be able to show they can apply the latest research and developments in their project.

How you'll be assessed

You will be assessed by a combination of exams, coursework and class presentations, as well as a dissertation on an agreed topic.

How you'll study

  • Lectures
  • Seminars
  • Tutorials
  • Independent study
  • Workshops
  • Practical sessions
  • Virtual learning
  • Access to online material

Entry requirements

Our entry requirements are listed using standard UK undergraduate degree classifications i.e. first-class honours, upper second-class honours and lower second-class honours. To learn the equivalent for your country, please choose it from the drop-down below.

Entry requirements for United Kingdom

A 2:2 honours degree (or equivalent international qualification) in a Computer related degree such as: Computer Science, Computer Engineering, Information Technology, Information Security, Software Engineering. Modules in Programming must have been completed.

First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Masters 95% 85% 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diplomë e Nivelit të Pare (First Level (University) Diploma (from 2010) 9.5 8.5 8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licence (4 year) / Diplome d'Inginieur d'Etat / Diplôme d'Etudes Supérieures 16 14 12
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciatura/ Licenciado (4 year) 8.5 7.5 6.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bakalavri Kochum required but typically a Magistrosi Kochum 90% or 3.9 80% or 3.5 70% or 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Honours degree (AQF level 8) First Class, 80% Upper Second, 70%, H2A Lower Second, 60%, H2B
Ordinary degree - AQF Level 7 pass (mark 46 or 50) High Distinction (80% or 85%) Distinction (75% or 80%) Distinction (70% or 75%)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Degree / Diplomstudium / Fachhochschuldiplom (Diplom (FH)) A (or 1.5) mit Auszeichnungbestanden 60% / B / (or 2) 60% / B / (or 2)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bakalavr Diplomu/ Diplomu (Specialist Diploma) 4.5 or 90% 4 or 80% 3.5 or 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Degree from University of the West Indies only 1st (GPA 3.6) 2:1 (GPA 3.0) 2:2 (GPA 2.5)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.5 3.0 2.8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 Year Bachelor of Science in Engineering (IEB and BAETE accredited courses up to 2024)

Any 4 year Bachelor degree or BSc in Nursing (2025 onwards)		 1st (70%) / 3.5 2nd (60%) / 3.0 2nd (55%) / 2.75
Masters (1-2 years) following a 3 or 4 year degree 80% / 4.0 65% / 3.25 50% / 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
University of the West Indies, Honours degree 1st (GPA 3.6) 2:1 (GPA 3.0) 2:2 (GPA 2.5)
Barbados Community College 1st or GPA 3.75 2:1 or GPA 3.5 2:2 or GPA 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Specialist Diploma (5Yr) 9 7 5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor degree/Licenciaat/Licencie 80% or 17 70% or 14 60% or 12
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Degree from University of the West Indies only 1st (GPA 3.6) 2:1 (GPA 3.0) 2:2 (GPA 2.5)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Maitrise 18 15 or Bien 12 or Assez Bien
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Degree from University of the West Indies only 1st (GPA 3.6) 2:1 (GPA 3.0) 2:2 (GPA 2.5)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
A Licenciado, 4 years Private (public/private) 85/78 75/66 67/55
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diploma Visokog Obrazovanja / Diplomirani 10 9 8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Master's degree A or 80% B or 70% C or 60%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Brazil - 4 yr Bacharel or Licenciado/Licenciatura or Título Profissional 8.5 7.5 6.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Brunei First Upper Second (60%/B/3.1) Lower Second (50% or C or 2.5)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
5 yr Diploma za Zavarsheno Visshe Obrazovanie (Diploma of Completed Higher Education) 6 5 4
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Masters or Diplôme d'Études Approfondies or Diplôme Ingénieur (professional title) 18 15/20 (Bien) 12.5/20 (Assez Bien)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Masters 80% or B+ or 3.5 70% or B or 3.0 60% or C+ or 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor degree or Diplome d'Etudes Superiures de Commerce or Diplome d'Ingenieur or Diplôme d'Ingénieur de Conception or a Maitrise, 4 year Licence or Master 1 (M1) 1st / 3.6 or 15/Tres Bien 2:1 / GPA 3.0 or 14 / Bien 2:2 / GPA 2.5 or 12.5/ Assez Bien
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0/Percentage 3.7/85% 3.3/75% 2.7/68%
Out of 9 8 6 5
Out of 12 10 8 6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Grado de Licenciado / Título (Profesional) de [subject area] (4 years) 6 5.5 5

Students are required to have a bachelor degree (4 years) for entry to a postgraduate programme. The University uses the Shanghai Academic Ranking of World Universities to identify the required final mark, as outlined on the table below:

First class (70%) Mid 2:1 (65%) 2:1 (60%) Mid 2:2 (55%) 2:2 (50%)
Shanghai Rank Top 250 80% 76% 72% 70% 67%
Shanghai Rank 251-500 83% 79% 75% 73% 70%
Shanghai Rank 501+ 86% 82% 79% 77% 75%

The University will consider students from Affiliated Colleges in the following way:

Applicants from colleges affiliated to universities in the top 250 Shanghai rankings will be considered if they have achieved or are likely to achieve final marks of 67%-80%.

Applicants from colleges affiliated to universities which are 251-500 in the Shanghai rankings will be considered if they have achieved or are likely to achieve final marks of 70%-83%.

Applicants from colleges affiliated to universities which are above 500 in the Shanghai rankings will be considered as follows if they have achieved or are likely to achieve final marks of 75%-86%.

Applicants from a small number of Chinese universities that specialise in business, management, finance or creative arts will be given special consideration by the University. The full list of these universities and the Shanghai band under which they will be considered can be found below:

Table of Chinese universities for special consideration

‌*Special consideration for programmes in School of Sport, Exercise and Health Sciences and Institute for Sport Business only.

Students who do not meet the above requirements may occasionally be considered if they have a relevant degree, can show good grades in relevant subjects, and/or have substantial relevant work experience.
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciado / Título de [subject area] 4.5 3.75 3.2
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciado 9 8 or 80 7 or 75
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Baccalaureus / Prvostupnik 4.5 3.8 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4-year Titulo de Licenciado / Licenciatura 5 4 3
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Cyprus 8.5 7.0 6.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bakalár (after 2001) 6 yr integrated Magistr 1 1.5 2
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
5 year Candidatus/Candidata Magisterii or Bachelor degree (7 point scale) 12 10 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 year Licenciado or Título de [subject area] 3.8 Magna Cum Laude or 3.5 or 85% Cum Laude or 3.2 or 82%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Título de Licenciado / Título de [subject area] 8.5 / 85% 8 / 80% 7 / 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Egypt 3.5 3.2 2.8
Universities only BA 90%, BSc 85% BA 80%, BSc 75% BA 65%, BSc 65%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
5 year Licenciado, Título de Ingeniero/Arquitecto 8.5, 85% 7.5, 75% or Muy Bueno 6.5, 65% or Bueno
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bakalaureusekraad or Magister or Magistrikraad 5 or 91% or A 4 or 81% or B 3 or 71% or C
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Masters (up to 2025) A / GPA 4.0 A / GPA 3.5 B / GPA 2.8
4-year Bachelor degree with thesis (from 2024) A / GPA 4.0 A / GPA 3.5 B / GPA 2.8
5-year Bachelor degree (from 2025) A / GPA 4.0 A / GPA 3.5 B / GPA 2.8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Kandidaattii/Kandidat or the Maisteri/Magister 3 (out of 3) or 4.5 (out of 5) 2 (out of 3) or 3 (out of 5) 1 (out of 3) or 2.5 (out of 5)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licence (3 years)/ Maitrise/ Diplôme d'Ingénieur 14 13 11
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4-year degree (% = new system) 5 (95%) 4.0 (85%) 3.5 (75%)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
German Bachelor/ Diplom, Magister Artium / Zeugnis über den Zweiten Abschnitt der Ärztlichen Prüfung 1.5 2.5 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Ghana 65% / 3.4 GPA 57% / 3.0 GPA 50% / 2.5 GPA
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Universities 8.5 7.0 6
TEI and non-University Institutions 8.5 7 6.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Degree from University of West Indies - classification 1st, 70% (GPA 3.6) 2:1, 60% (GPA 3.00) 2:2, 50% (GPA 2.5)
Degree from University of West Indies - grade / percentage A B / 75% C / 55%
Degree from University of West Indies - GPA 3.6 3.0 2.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Liceniado / Titulo de (subject area) - 4 years 90% (public university) / 95% (private university) 80% (public university) / 85% (private university) 60% (public university) / 70% (private university)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Master's GPA 4 GPA 3.5 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Título de Licenciado / Grado Académico de Licenciatura (4 year degree) - GPA out of 5 GPA 5 or 90% GPA 4 or 80% GPA 3.5 or 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
1st or 3.5/4 2:1or 3/4 2:2 or 2.5/4 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Alapfokozt or Egyetemi Oklevel / Bachelor 4.5 3.5 3
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Baccalaurreatus degree or Kandidatsprof/Candidatus Mag 8.5 7.5 6.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Institutions listed on the National Institutional Ranking Framework 61% 55% 50%
All other Indian institutions 68% 62% 57%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Sarjana I (S1) from accredited Universities 3.2 3.0 2.8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Iran 17 15 13
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Iraq 80% 75% 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Republic of Ireland First (70%) Upper second (60%) Lower second (50%)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
3 yr Bachelor Degree 90% 80% 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diploma di Laurea 109/110 100/110 90/110
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diplome d'Etude Approfondies, Diplome d'Etude Superieures or Diplome d'Etude Superieures 16 14 (Bien) 12 (Assez Bien)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
For degrees studied at The University of West Indies or degrees accredited by UCJ and CCCJ 1st (GPA 3.6) 2:1 (GPA 3.0) or B 2:2, 50% (GPA 2.5)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Gakushi – GPA 4.0 scale 85% or A or 3.5 80% or B or 3.0 70% or C or 2.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.5 3 or 3.5/5 or 75% 2.5 (or 3.0/5) / 63%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 5.0/percentage scale 4.5 or 90% 4 or 85% 3.5 or 80%
GPA 4.33 scale 3.9 3.7 3.2
GPA 4.0 scale 3.7 3.4 3
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Kenya First / 70% / A Upper second / 60% / B Lower second / 50% / C
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Kosovo 10 9 8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.6 3.0 2.6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Latvia 9 7 6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
American 85% (3.5) 75% (3.0) 62% (2.6)
French 18 15 12
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Master's 4.0 or 90% 3.5 or 85% 3 or 80%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
BSc Engineering, Architecture, Medicine 85 (3.6) 75 (3.0) 65 (2.5)
Other bachelor's degree from a university 90 (4.0) 85% (3.6) 75% (3.0)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Lithuania 9 8 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Luxembourg 18 (excellent) 16 (tres Bien) 14 (bien)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Macau 1st or GPA 3.7 2:1 or GPA 3.0 2:2 or GPA 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Magistar Дипломиран / Баццалауреус / Баццалауреа (Bachelor degree) 10 9 8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Master's only MSc 75% MSc 70% MSc 65%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Classification First Class 2.1 GPA 2.5
GPA 4.0 scale 3.5 3.0 2.8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Malta 1st (80%) 2:1 (70%) 2:2 (55%)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Mauritius 1st or 70% 2:1 or 60% 2:2 or 50%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciatura / Licenciado/ Título (Profesional) de [subject area] 8.5 8 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diploma de Licenţă (Diploma of Licentiate) 9 8 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Диплом Специалиста (Specialist Diploma) 90% or 3.5 80% or GPA 3.2 70% or GPA 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diploma of Completed Undergraduate Studies or Diploma of Professional Undergraduate Studies 10 (or 5.0) 9 (or 4.5) 8 (or 4.0)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diplôme d'Ingénieur d'État, Diplôme d'Écoles Nationales de Commerce et de Gestion, Licence / Licence d'Études Fondamentales / Licence Professionnelle 16 14 12
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Mestrado/ Grau de Mastre 16 14 12
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
2 year Master's degree 5 or 85% 5 or 75% 4.5 or 65%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4-year Bachelor Honours (post 2008) or Masters 80% or A 70% or B 60% or C
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 -year professional degree or Masters (after 3-year Bachelor degree) 80% or 3.7 GPA 65% or 3.3 GPA 60% or 3.0 GPA
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Netherlands 8 7 6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 Year Honours degree (480 credits) - Level 8 First (7.0) Upper Second (6.0) Lower Second (4.0)
3 Year degree (360 credits) - Level 7 A+ (9.0) A- (7.0) B+ (6.0)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciatura (4 year) 90% 80% 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
7 point Scale 6 5 3.0 (on 5 point scale)
5 point scale 4 3.4 2.7
4 point scale 3.5 3 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Norway A / 1.8 B / 2.3 C / 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.5 3.0 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 Year degree only (the higher of the 2 options) A- or GPA 3.7 B or GPA 3.0 C+ or GPA 2.6
2 or 3 year Bachelor plus Masters 1st (60%) plus GPA 3.7 2nd (55%) plus GPA 3.0 2nd (50%) plus GPA 2.6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor (4-years) (85%) 3.5 (80%) 3.0 (70%) 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 Year Licenciado / Título de [subject area] 91 (A) 81 (B) 71 (C)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor (Honours) Degree 1st 2:1 2:2
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 Year Título de Licenciado / Título de [subject area] 4.5 (85%) 4 (80%) 3.5 (75%)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 Year Título de Licenciado / Título de [subject area] 14 13 12
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Degree from prestigious state universities or Centres of Excellence (COE) Summa Cum Laude 4.0 / 96% / 1.0 Magna cum Laude 3.5 / 92% / 1.5 Cum Laude 3.0 / 87%/ 2.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor Degree (post 2003) Magister (pre- 2003) 5 4.5 4
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diploma de Estudos Superiores Especializados (DESE) or Licenciado 18 16 14
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.5 3.0 2.8
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diploma de Licenta/ Diploma de Inginer 9 8 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bakalavr/Specialist Diploma/Magistr 4.5 4.0 3.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 year bachelor (Hons) degree (480 credits) 1st, 16/20 (80%) 2:1,14/20 (70%) 2:2, 12/20 (60%)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.5 3.0 2.8
GPA 5.0 scale 4.5 3.75 3.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Maitrise, Diplome d'Etude Approfondies, Diplome d'Etude Superieures or Diplome d'Etude Superieures Specialisees 16/20 or Tres Bien 14/20 or Bien 12/20 or Assez Bien
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Diplomirani/ Bachelor's degree 9 8 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Honours degree or masters 1st (70%) 2:1 (60% or B) 2:2 (50% or C)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor (Hons) First Upper second Lower second
GPA 4.0 scale 3.7 3.0 2.7
GPA 5.0 scale 4.5 3.5 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bakalár (from 2005) Magister / Inzinier 1.5 or B 2.0 or C 2.5 or C/high D
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
University Diplom 9 8 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor (Honours) or B Tech after 4 yrs study 1st or 75% 2:1 or 70% 2:2 or 60%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA out of 4.5 3.8 / B+ 3.2 / B 2.8 / C+
GPA out of 4.3 3.8 / B+ 2.9 / C+ 2.7 / C+
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciado / Título de Ingeniero / Título de Arquitecto 8.5 7 6.5
UCM grading 3.0 2.0 1.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 year Professional degree or Bachelor Special or Honours degree 90%, GPA 3.70 80%, GPA 3.30 70%, GPA 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 year degree 1st, 70%, B+ 2:1, 66% mid 2:2, 60%, B
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Kandidatexamen or Magisterexamen Overall grade of VG with a minimum of 120 credits at VG B or Overall grade of VG with a minimum of 90 credits at VG C or Overall grade of G with a minimum of 90 credits at G
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Bachelor Degree, Diplom or Lizentiat (10/6/5) 10 / 5.5 / 1 8 / 5 / 2 6 / 4 / 3
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
State universities 4 years of study 80% 70% 60%
Private universities 4 years of study 90% 80% 70%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Category 1 (4 year degree) 76% 70% 65%
Category 2 (4 year degree) 83% 77% 72%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Диплом специалиста - Specialist Diploma 5 4.5 4
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Tanzania 1st 2:1 2:2
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.2 2.8 2.6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
For degrees studied at The University of West Indies or degrees accredited by ACTT 1st or GPA 3.6 2:1 or GPA 3.0 2:2 or GPA 2.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licence, Maîtrise, Diplôme National d'Ingénieu 16 (tres bien) 14 (bien) 11 (assez bien)
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Lisans Diplomasi or a Műhendis Diplomasi 3.3 2.9 2.4
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
4 Yr Bakalavr, Specialist Diploma or Magistr 5 4.5 4
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Uganda 1st or 4.4 2:1 or 3.8 2:2 or 3.0
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Dyplom Magistra or a Bachelors degree (11 / 5) 4.5 4.0 3.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.5 3.0 2.6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
GPA 4.0 scale 3.5 3 2.6
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciado (4 year) 9 8 7
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Majistr Diplomi / Diplomi (Specialist Diploma) 90% or GPA 4.5 80% or GPA 4.0 70% or GPA 3.5
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Licenciado/Professional title. (4 year) 18/20 or 8/9 16/20 or 7/9 14/20 or 6/9
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
10-point scale 8.0 7.0 6.0
4-point scale 3.2 2.8 2.4
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
Master's A or 4.0 or 80% B+, 3.5 or 70% B or 3.0 or 60%
First-class honours (70%) Upper second-class honours (60%) Lower second-class honours (50%)
3/4 year degree 1st or 75% 2:1 or 65% 2:2 or 60%

English language requirements

Applicants must meet the minimum English language requirements. Further details are available on the International website.

Fees and funding

Fees for the 2026-27 academic year

UK fee

£13,700 Full-time degree per annum

International fee

£30,900 Full-time degree per annum

What's included in your tuition fees Fee status Pay in advance or instalments

Scholarships and bursaries

There are scholarships and bursaries available to help with funding your study.

10% off tuition fees

Loughborough University Alumni Bursary

Up to £6,000 off tuition fees

Excellence Scholarship
Master's degree funding

Your development

Our Department of Computer Science is committed to helping you develop the skills and attributes you need to progress successfully in your chosen career.

A master's in artificial intelligence enables you to further develop a number of key transferable skills, including the ability to work effectively on your own or as part of a team, and to plan and manage a project to complete within schedule and resource availability.

You will gain comprehensive knowledge of the theory and programming methods for the construction of AI systems and image processing as well as developing an understanding of machine learning and its applications to different problems. Amongst the wide range of Artificial Intelligence careers, some of the areas where you could apply for positions are robotics, control and intelligent/autonomous system.

Your future career

With module content influenced by industry, and specialist equipment supporting experiential learning, our master's in Artificial Intelligence is designed to support future careers in both industry and academia. AI is a rapidly growing area with many applications across wide-ranging organisations in all sectors and, as such, opportunities exist for talented individuals with specialised knowledge in AI.

Graduates of our postgraduate programmes have gone on to enjoy careers within a diverse range of organisations in a wide variety of roles, such as software development, network security, and systems engineering.

Recent graduate destinations have included:

  • Google
  • Credit Suisse
  • Ocado
  • Rolls-Royce
  • Winton Capital
  • AVG Technologies