MSc
MSc Advanced Computer Science
Developed for computer science graduates who want to take their understanding of technological developments to the next level, this MSc explores the foundational topics and contemporary trends that will provide a competitive edge.
How to apply Apply via UCASCourse details
Start date
Degree Type
MSc
Program Code
G5T609
Course length
1 year full-time
Typical offer
Tuition Fees
- Home (Full-time): £14,500 per year
- Overseas (Full-time): £34,000 per year
Overview
In response to a growing demand for data analysts and computer scientists, we've developed this new course to align with the rapidly evolving needs of industry. The MSc will equip you with a deep and advanced understanding of computer science theory and practice through research-led teaching of both foundational and contemporary Computer Science topics. You will study four core modules in the areas of programming, artificial intelligence, algorithms, and research methods and ethics. These will be complemented by four further option modules based on the department’s cutting-edge research in areas such as theory, networks, AI and human systems, and vision, imaging and visualisation. The option modules are built around staff specialisms to ensure all content is current and relevant to industry. The course will foster and enhance your critical thinking and problem-solving skills, with modules that encourage you to analyse complex problems, and design and evaluate effective solutions. As an integral part of the MSc, you will engage in hands-on coding, software development and projects to apply your theoretical knowledge in real-world scenarios. Recognising the significance of effective communication and collaboration in computer science, the course enables you to work collaboratively and present your own work. The MSc project provides additional opportunities to apply your knowledge to real-world challenges that align with your academic and career goals. Our strong industry connections also open up opportunities to secure co-supervision of the project with one of our partners.
Course details
Start date
Degree Type
MSc
Program Code
G5T609
Course length
1 year full-time
Typical offer
Tuition Fees
- Home (Full-time): £14,500 per year
- Overseas (Full-time): £34,000 per year
What you'll study
Core modules
-
Advanced Programming
enhances programming skills and provides an in-depth understanding of advanced methodologies and techniques in computer programming. Areas of study include object-oriented concepts; errors, exceptions, I/O and file management, generics and lambdas; and synchronous/asynchronous messaging.
-
Algorithms and Complexity
provides knowledge and critical understanding of the paradigms and fundamental ideas behind algorithms and computational complexity. You will also learn to design novel algorithms to solve specific complex problems.
-
Computer Science Project
The , on a research-led topic agreed with a supervisor, draws on the methods and techniques covered in the taught modules. Depending on the project topic selected and availability, there is potential for industry co-supervision.
-
Machine Learning and Deep Learning
teaches a critical understanding of the key principles in the field, as well as covering practical background knowledge of classic machine learning techniques and modern deep learning approaches.
-
Research Methods and Ethics in Computer Science
equips you with essential research skills and ethical considerations relevant to the field of computer science. You will also learn to apply research methodologies and ethical principles to your individual projects.
Optional modules
- Advanced Algorithms
- Computer Vision
- Cryptocurrencies and Blockchain Technologies
- Natural Language Processing
- Networks
- Quantum Computing
- Recommender Systems
- Reinforcement Learning
- Advanced Computer Systems
- Bioinformatics
- Human-AI Interaction Frameworks and Practices
- Security Engineering and Cryptography
Learning
You will be based in the Department of Computer Science, a purpose-built learning environment including lecture and seminar rooms, open-plan workspace, breakout spaces to collaborate, labs and computer rooms. Each module typically involves 2-4 hours of timetabled study every week over a period of a term. Most modules include a combination of lectures which introduce the key academic elements, and practical classes that provide an environment to apply your learning to real-world scenarios. This will be accompanied by self-study (preparation and reading). The Computer Science project is supervised online, and depending on the topic chosen there may be potential for co-supervision from industry.Assessment
The learning outcomes are typically assessed by written coursework, which may include written reports, code writing and problem-solving exercises. Some modules also include elements of groupwork and written exams. The MSc Computer Science project is assessed through a written research report or dissertation. It is worth one-third of your total mark.Entry requirements
To learn more about the qualifications we typically accept, please select your country from the drop-down menu below.
Minimum entry requirements | 2:1 in Computer Science or joint honours with Computer Science This programme will not be available to recent graduates who have been awarded an undergraduate degree in Computer Science or Natural Sciences (with Computer Science) from Durham University. These applicants should, if not already graduated, consider continuing to the integrated MEng or MSci award, respectively. · IELTS of 6.5 or above in IELTS with no element below 6.0 |
---|---|
Typical offer | |
English language requirements | Lorem ipsum dolor sit amet consectetur. Montes quam quis cras fermentum id quis sagittis. Dolor ut odio erat integer quisque dignissim. Suspendisse lectus morbi vitae integer aliquam. |
Neither the Albanian Dëftesë Pjekurie (Secondary School Leaving Certificate) nor the Diplomë e Maturës Shtetërore (Diploma of State Matura) are currently accepted for direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
The Baccalauréat de l'Enseignement Secondaire (School Certificate) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Titol de Batxiller |
A*A*A | Overall 9 |
A*AA | Overall 9 |
AAA | Overall 9 |
AAB | Overall 9 |
ABB | Overall 9 |
BBB | Overall 9 |
The Angolan High School Certificate (Ensino Geral Certificado de Habilitações) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Título de Bachiller is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Argentinian institutions with good grades could also be considered for direct entry on a case-by-case basis.
The Armenian Certificate of Secondary General Education alone is not accepted for undergraduate direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
A Level | Araratian Baccalaureate | Two years at an Armenian University |
A*A*A | A*A*A in extended level subjects | An average of 80% or a GPA of 3.3/4.0 |
A*AA | A*AA in extended level subjects | |
AAA | AAA in extended level subjects | |
AAB | AAB in extended level subjects | |
ABB | ABB in extended level subjects |
A Level | Reifeprüfung / Matura (Allgemeinbildende Hoehere Schule) |
A*A*A | Pass with high distinction (Mit ausgezeichnetem Erfolg bestanden) with the majority of subjects at grade 1 (sehr gut). |
A*AA | Pass with high distinction (Mit ausgezeichnetem Erfolg bestanden) with the majority of subjects at grade 1 (sehr gut). |
AAA | Pass with high distinction (Mit ausgezeichnetem Erfolg bestanden) with the majority of subjects at grade 1 (sehr gut). |
AAB | Pass with high distinction (Mit ausgezeichnetem Erfolg bestanden) with the majority of subjects at grade 1 (sehr gut). |
ABB | Pass with distinction (mit gutem erfolg bestanden) with the majority of subjects at least grade 2. |
BBB | Pass with distinction (mit gutem erfolg bestanden) with the majority of subjects at least grade 2. |
Please contact the team at: Africa.Team@durham.ac.uk
A*A*A | Year 1 of a Bachelor degree at a recognised Bangladeshi university with GPA 3.5. |
A*AA | Year 1 of a Bachelor degree at a recognised Bangladeshi university with GPA 3.5. |
AAA | Year 1 of a Bachelor degree at a recognised Bangladeshi university with GPA 3.25. |
AAB | Year 1 of a Bachelor degree at a recognised Bangladeshi university with GPA 3.25. |
ABB | Year 1 of a Bachelor degree at a recognised Bangladeshi university with GPA 3.25. |
The Higher Secondary Certificate is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry. |
The Атэстат аб агульнай сярэдняй адукацыi (Certificate of General Secondary Education) is not accepted for undergraduate direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
A Level | Diploma van Hoger Secundair Onderwijs/Certificat d'Enseignement Secondaire Supérieur/Abschlusszeugnis der Oberstufe des Sekundarunterrichts |
A*A*A | 85% or 8.5/10 or 18/20 overall with minimum of 90% or 9/10 or 19/20 in three subjects |
A*AA | 85% or 8.5/10 or 18/20 overall |
AAA | 80% or 8/10 or 17/20 overall |
AAB | 80% or 8/10 or 17/20 overall |
ABB | 70% or 7/10 or 15/20 overall |
BBB | 70% or 7/10 or 15/20 overall |
The Benin High School Certificate qualification is not suitable for direct entry into first year of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Diploma de Bachiller is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Bolivian institutions with good grades could also be considered for direct entry on a case-by-case basis.
The Cambridge Overseas School Certificate and Botswana General Certificate of Education (BGCSE) Certificate qualification are not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Diploma o položenom maturskom ispitu (RS) / Diploma o završenoj srednjoj školi (FiBH) (Secondary School Leaving Diploma) |
A*A*A | 4.8 overall |
A*AA | 4.6 overall |
AAA | 4.4 overall |
AAB | 4.2 overall |
ABB | 4.0 overall |
The Certificado de Ensino Médio is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Brazilian institutions with good grades could also be considered for direct entry on a case-by-case basis.
- The Basic Education High School examination/matriculation is not sufficient for direct entry onto an undergraduate programme at Durham. IB and A Levels will be considered
- Cambridge GCE ‘A’ levels – grades at departmental level in three subjects (A*A*A – ABB)
- International Baccalaureate (38-34 points)
- A recognised UK Foundation Programme
- IELTS score of band 6.5 – 7.0 (no element below band 6.0) or equivalent.
Diploma za Sredno Obrazovanie (Diploma of Completed Secondary Education)
A Level | Diploma za Sredno Obrazovanie |
A*A*A | 5.8 overall, to include 3 state examinations, with 5.85 specified subjects |
A*AA | 5.7 overall, to include 3 state examinations, with 5.85 in specified subjects |
AAA | 5.6 overall, to include 3 state examinations, with 5.75 in specified subjects |
AAB | 5.5 overall, to include 3 state examinations, with 5.75 in specified subjects |
ABB | 5.4 overall, to include 3 state examinations, with 5.65 in specified subjects |
The Burkina Faso Secondary School Certificate is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Burundian Diplôme d’État and Diplôme d’Humanités Générales high school qualifications are not suitable for direct entry into first year of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A*A*A | Associates Degree with overall score of 88% or better. |
A*AA | Associates Degree with overall score of 85% or better. |
AAA | Associates Degree with overall score of 83% or better. |
AAB | Associates Degree with overall score of 81% or better. |
ABB | Associates Degree with overall score of 80% or better. |
We accept the following qualifications for direct entry to Undergraduate courses:
- Cameroon GCE Advanced Level (Anglophone System)
- Applicants with French Baccalaureat: please see our standard France entry requirements.
Qualification Accepted:
A Level | Cameroon GCE A-levels |
A*A*A | 17 |
A*AA | 16 |
AAA | 15 |
AAB | 14 |
ABB | 13 |
A-level single grade equivalencies:
A Level Grade | Equivalent Cameroon GCE Advanced Level Grade |
A* | A at Advanced Level |
A | A at Advanced Level |
B | B at Advanced Level |
GCSE single grade equivalencies:
GCSE subject requirement | Equivalent qualification Cameroon GCE Ordinary Level |
A* or A | A at Ordinary Level |
B | B at Ordinary Level |
C | C at Ordinary Level |
Alberta
A*A*A | An average of 90% across 5 grade 12 academic subjects numbered 30/31 (including 88% in Maths 30-1 for programmes that require A level Maths). |
A*AA | An average of 88% across 5 grade 12 academic subjects numbered 30/31 (including 88% in Maths 30-1 for programmes that require A level Maths). |
AAA | An average of 86% across 5 grade 12 academic subjects numbered 30/31 (including 88% in Maths 30-1 for programmes that require A level Maths). |
AAB | An average of 84% across 5 grade 12 academic subjects numbered 30/31 (including 88% in Maths 30-1 for programmes that require A level Maths). |
ABB | An average of 80% across 5 grade 12 academic subjects numbered 30/31 (including 88% in Maths 30-1 for programmes that require A level Maths). |
British Columbia
A*A*A | An average of 90% across 5 grade 12 subjects (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
A*AA | An average of 88% across 5 grade 12 subjects (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
AAA | An average of 86% across 5 grade 12 subjects (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
AAB | An average of 84% across 5 grade 12 subjects (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
ABB | An average of 80% across 5 grade 12 subjects (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
Manitoba
A*A*A | An average of 90% in English 40S, and across at least 4 other courses at level 40S or 40G (including 88% in pre-Calculus 40S for programmes that require A level Maths). |
A*AA | An average of 88% in English 40S, and across at least 4 other courses at level 40S or 40G (including 88% in pre-Calculus 40S for programmes that require A level Maths). |
AAA | An average of 86% in English 40S, and across at least 4 other courses at level 40S or 40G (including 88% in pre-Calculus 40S for programmes that require A level Maths). |
AAB | An average of 84% in English 40S, and across at least 4 other courses at level 40S or 40G (including 88% in pre-Calculus 40S for programmes that require A level Maths). |
ABB | An average of 80% in English 40S, and across at least 4 other courses at level 40S or 40G (including 88% in pre-Calculus 40S for programmes that require A level Maths). |
New Brunswick
A*A*A | An average of 90% across 5 college preparatory courses: 120, 121 or 122 (including 88% in Grade 12 Pre-Calculus A120/B120 for programmes that require A level Maths). |
A*AA | An average of 88% across 5 college preparatory courses: 120, 121 or 122 (including 88% in Grade 12 Pre-Calculus A120/B120 for programmes that require A level Maths). |
AAA | An average of 86% across 5 college preparatory courses: 120, 121 or 122 (including 88% in Grade 12 Pre-Calculus A120/B120 for programmes that require A level Maths). |
AAB | An average of 84% across 5 college preparatory courses: 120, 121 or 122 (including 88% in Grade 12 Pre-Calculus A120/B120 for programmes that require A level Maths). |
ABB | An average of 80% across 5 college preparatory courses: 120, 121 or 122 (including 88% in Grade 12 Pre-Calculus A120/B120 for programmes that require A level Maths). |
Newfoundland
A*A*A | Overall average of 90% in grade 12 courses (including 88% in Maths for programmes that require A level Maths). |
A*AA | Overall average of 88% in grade 12 courses (including 88% in Maths for programmes that require A level Maths). |
AAA | Overall average of 86% in grade 12 courses (including 88% in Maths for programmes that require A level Maths). |
AAB | Overall average of 84% in grade 12 courses (including 88% in Maths for programmes that require A level Maths). |
ABB | Overall average of 80% in grade 12 courses (including 88% in Maths for programmes that require A level Maths). |
Nova Scotia
A*A*A | An average of 90% across 5 grade 12 subjects (university preparatory academic or advanced) (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
A*AA | An average of 88% across 5 grade 12 subjects (university preparatory academic or advanced) (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
AAA | An average of 86% across 5 grade 12 subjects (university preparatory academic or advanced) (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
AAB | An average of 84% across 5 grade 12 subjects (university preparatory academic or advanced) (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
ABB | An average of 80% across 5 grade 12 subjects (university preparatory academic or advanced) (including 88% in Grade 12 Pre-Calculus for programmes that require A level Maths). |
Ontario
A*A*A | An average of 90% across 6 Grade 12 4U or 4M courses (including 88% in Grade 12 Advanced Functions (MHF4U-C), or Calculus and Vectors (MCV4U-A), or Mathematics of Data Management (MDM4U-B) for programmes that require A level Maths). |
A*AA | An average of 88% across 6 Grade 12 4U or 4M courses (including 88% in Grade 12 Advanced Functions (MHF4U-C), or Calculus and Vectors (MCV4U-A), or Mathematics of Data Management (MDM4U-B) for programmes that require A level Maths). |
AAA | An average of 86% across 6 Grade 12 4U or 4M courses (including 88% in Grade 12 Advanced Functions (MHF4U-C), or Calculus and Vectors (MCV4U-A), or Mathematics of Data Management (MDM4U-B) for programmes that require A level Maths). |
AAB | An average of 84% across 6 Grade 12 4U or 4M courses (including 88% in Grade 12 Advanced Functions (MHF4U-C), or Calculus and Vectors (MCV4U-A), or Mathematics of Data Management (MDM4U-B) for programmes that require A level Maths). |
ABB | An average of 80% across 6 Grade 12 4U or 4M courses (including 88% in Grade 12 Advanced Functions (MHF4U-C), or Calculus and Vectors (MCV4U-A), or Mathematics of Data Management (MDM4U-B) for programmes that require A level Maths). |
Prince Edward Island
A*A*A | An average of 90% across 5 Grade 12 academic subjects (including 88% in Advanced Calculus for programmes that require A level Maths). |
A*AA | An average of 88% across 5 Grade 12 academic subjects (including 88% in Advanced Calculus for programmes that require A level Maths). |
AAA | An average of 86% across 5 Grade 12 academic subjects (including 88% in Advanced Calculus for programmes that require A level Maths). |
AAB | An average of 84% across 5 Grade 12 academic subjects (including 88% in Advanced Calculus for programmes that require A level Maths). |
ABB | An average of 80% across 5 Grade 12 academic subjects (including 88% in Advanced Calculus for programmes that require A level Maths). |
Quebec
A*A*A | A minimum of 12 academic semester credits in the DEC, with an average of 90% or better including English (88% or better in Calculus 1 and 2 for programmes that require A level Maths). |
A*AA | A minimum of 12 academic semester credits in the DEC, with an average of 88% or better including English (88% or better in Calculus 1 and 2 for programmes that require A level Maths). |
AAA | A minimum of 12 academic semester credits in the DEC, with an average of 86% or better including English (88% or better in Calculus 1 and 2 for programmes that require A level Maths). |
AAB | A minimum of 12 academic semester credits in the DEC, with an average of 84% or better including English (88% or better in Calculus 1 and 2 for programmes that require A level Maths). |
ABB | A minimum of 12 academic semester credits in the DEC, with an average of 80% or better including English (88% or better in Calculus 1 and 2 for programmes that require A level Maths). |
Saskatchewan
A*A*A | An average of 90% across 5 academic courses at the 30 level including English A30 and English B30 (88% in Pre-Calculus 30 for programmes that require A level Maths). |
A*AA | An average of 88% across 5 academic courses at the 30 level including English A30 and English B30 (88% in Pre-Calculus 30 for programmes that require A level Maths). |
AAA | An average of 86% across 5 academic courses at the 30 level including English A30 and English B30 (88% in Pre-Calculus 30 for programmes that require A level Maths). |
AAB | An average of 84% across 5 academic courses at the 30 level including English A30 and English B30 (88% in Pre-Calculus 30 for programmes that require A level Maths). |
ABB | An average of 80% across 5 academic courses at the 30 level including English A30 and English B30 (88% in Pre-Calculus 30 for programmes that require A level Maths). |
Yukon Territory
A*A*A | An average of 90% across 5 grade 12 subjects including English 12 (88% in Pre-Calculus 12 for programmes that require A level Maths). |
A*AA | An average of 89% across 5 grade 12 subjects including English 12 (88% in Pre-Calculus 12 for programmes that require A level Maths). |
AAA | An average of 87% across 5 grade 12 subjects including English 12 (88% in Pre-Calculus 12 for programmes that require A level Maths). |
AAB | An average of 86% across 5 grade 12 subjects including English 12 (88% in Pre-Calculus 12 for programmes that require A level Maths). |
ABB | An average of 85% across 5 grade 12 subjects including English 12 (88% in Pre-Calculus 12 for programmes that require A level Maths). |
The Certificado de Habiltações Literárias 3°Ciclo is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Caribbean Advanced Proficiency Examination (CAPE) | A*A*A | Grade I in at least three 2-Unit courses. |
A*AA | Grade I in at least three 2-Unit courses. | |
AAA | Grade I in at least three 2-Unit courses. | |
AAB | Grade I in at least two 2-Unit courses and Grade II in an additional 2-Unit course. | |
ABB | Grade I in at least one 2-Unit course and Grade II in two additional 2-Unit courses. |
The Licencia de Educación/Enseñanza Media is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Chilean institutions with good grades could also be considered for direct entry on a case-by-case basis.
Gaokao (National College Entrance Examination) is accepted for direct entry applications of the science faculty - including with minimum 80% overall average, 80% in Mathematics if required at A Level, plus IELTS at departmental level.
Applications from students who pass year one of bachelor’s degree from a recognised university in a relevant subject with an overall grade of 85% will be considered for direct entry.
Ambright Aptitude Scholastic Tests (AST) is accepted for direct entry applications of programmes including Biosciences, Chemistry, Computer Science, Earth Sciences, Education, Engineering, Mathematical Sciences, Physics, Psychology, Criminology, Sociology, Anthropology, Geography, Philosophy, Sport and exercise science, Classics, and Visual arts and film. We will consider applications from students who achieved 220 in English and Mathematics and 230 in Physics (if taken) and Huikao or National Senior High School Certificate (from Provinces where the Huikao is not offered) with a grade average of above 80% (A, Excellent) - including 85% in relevant subjects where required at A level, plus IELTS at departmental level.
The Titulo de Bachiller is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry, please visit our Durham University International Study Centre website for more information.
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Colombian institutions with good grades could also be considered for direct entry on a case-by-case basis.
The Côte d'Ivoire Baccalauréat (School Certificate) qualification is not suitable for direct entry into the first year of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Svjedodžba o Maturi (Certificate of Maturity) in conjunction with the Drzavna Matura |
A*A*A | 5 overall in the Svjedodžba, with at least 5 at Higher Level in required subjects in the Drzavna Matura. At least three exams must be taken at Higher Level and a minimum grade of 4 should be achieved in any additional subjects. |
A*AA | 4.9 overall in the Svjedodžba, with at least 5 at Higher Level in required subjects in the Drzavna Matura. At least three exams must be taken at Higher Level and a minimum grade of 4 should be achieved in any additional subjects. |
AAA | 4.8 overall in the Svjedodžba, with at least 4.75 at Higher Level in required subjects in the Drzavna Matura. At least three exams must be taken at Higher Level and a minimum grade of 4 should be achieved in any additional subjects. |
AAB | 4.7 overall in the Svjedodžba, with at least 4.75 at Higher Level in required subjects in the Drzavna Matura. At least three exams must be taken at Higher Level and a minimum grade of 4 should be achieved in any additional subjects. |
ABB | 4.6 overall in the Svjedodžba, with at least 4.75 at Higher Level in required subjects in the Drzavna Matura. At least three exams must be taken at Higher Level and a minimum grade of 4 should be achieved in any additional subjects. |
Título de Bachiller is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Cuban institutions with good grades could also be considered for direct entry on a case-by-case basis.
A Level | Apolytirion of Lykeion |
A*A*A | 19/20 or above in the Apolytirion and 2 A-levels with grades between A*-B |
A*AA | 18.5/20 or above in the Apolytirion and 2 A-levels with grades between A*-B |
AAA | |
AAB | |
ABB |
A Level | Maturitni Zkouška / Maturita (minimum of four subjects) |
A*A*A | 1 in three subjects, with 2 or better in all other subjects, with 1 in required subjects. |
A*AA | 1 in the majority of subjects, with 2 or better in all other subjects, with 1 in required subjects. |
AAA | 1 in the majority of subjects, with 2 or better in all other subjects, with 1 in required subjects. |
AAB | 2 or better in all subjects, with 1 in required subjects. |
ABB | 2 or better in all subjects, with 1 in required subjects. |
The DRC high school certificate qualifications such the Diplôme d'État d'Études Secondaires du Cycle Long are not suitable for direct entry into first year of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Studentereksamen (STX, HHX or HTX or HF) |
A*A*A | an average of 10 overall with 10 in at least four level A subjects, including 12 in required subjects. |
A*AA | an average of 10 overall with 10 in at least four level A subjects, including 12 in required subjects. |
AAA | an average of 10 overall with 10 in at least three level A subjects, including 12 in required subjects, and at least 8 in another level A subject. |
AAB | an average of 10 overall with 10 in at least three level A subjects, including 12 in required subjects, and at least 8 in another level A subject. |
ABB | an average of 10 overall with 10 in at least two level A subjects, including 10 in required subjects, and at least 8 in two other level A subjects. |
The Egyptian Al-Thanawaya Al-Amah (Secondary School Leaving Certificate) is not suitable for direct entry into first year of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Eritrean Secondary Education Certificate Examination fis not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Gümnaasiumi lõputunnistus (Secondary School Certificate) including the Rligieksum |
A*A*A | Overall score of 5 in the Gumnaasiumi loputunnistus with scores of 95%, 95%, 90% in 3 state (Riigeksam) exams and a minimum of 90% in required subjects. |
A*AA | Overall score of 5 in the Gumnaasiumi loputunnistus with scores of 95%, 90%, 90% in 3 state (Riigeksam) exams and a minimum of 90% in required subjects. |
AAA | Overall score of 5 in the Gumnaasiumi loputunnistus with scores of with scores of 90%, 90%, 90% in 3 state (Riigeksam) exams and a minimum of 90% in required subjects. |
AAB | Overall score of 4.5 in the Gumnaasiumi loputunnistus with scores of 90%, 90%, 85% in 3 state (Riigeksam) exams |
ABB | Overall score of 4.5 in the Gumnaasiumi loputunnistus with scores of 90%, 90%, 85% in 3 state (Riigeksam) exams and a minimum of 90% in required subjects. |
The Eswatini General Certificate of Secondary Education qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Ethiopian Secondary School Leaving Certificate Examination qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Applicants who have completed two years of a bachelor’s degree from an Ethiopian university in a relevant subject can be considered for entrance to undergraduate programmes.
Qualifications accepted:
A Level | Two years of a bachelor’s degree from Ethiopian university |
A*A*A | ‘A’ grade or 4.0/4.0 GPA |
A*AA | |
AAA | |
AAB | |
ABB |
A Level | Ylioppilastutkinto / studentexamen |
A*A*A | Pass with 7776 in four subjects with 7 in required subjects. |
A*AA | |
AAA | Pass with 7766 in four subjects with a minimum of 6 in required subjects. |
AAB | Pass with 7666 in four subjects with a minimum of 6 in required subjects. |
ABB | Pass with 6666 in four subjects with a minimum of 6 in required subjects. |
A Level | Baccalaureate General (including Option International du Baccalaureate, OIB) |
A*A*A | 17 Très bien overall – minimum of 17 in required subjects. |
A*AA | 16 Très bien overall – minimum of 16 in required subjects. |
AAA | 15 Bien overall – minimum of 16 in required subjects. |
AAB | 14 Bien overall – minimum of 15 in required subjects. |
ABB | 14 Bien overall – minimum of 14 in required subjects. |
The Gambian School Certificate qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Applicants who have successfully completed the first year of a Gambian university bachelor’s degree can be considered for admission to the first year of our bachelor’s degree programmes.
Qualifications accepted:
A Level | Year one of bachelor’s degree from a Gambian University |
A*A*A | 90% average |
A*AA | 80% |
AAA | 70% |
AAB | 65% |
ABB | 60% |
The General Education Diploma (Sashualo Ganatlebis Atestasi) is not currently accepted for direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
A Level | Abitur |
A*A*A | At least 1.2 overall with minimum 13/15 in required subjects at Higher Level (Leistungkurse) |
A*AA | At least 1.4 overall with minimum 13/15 in required subjects at Higher Level (Leistungkurse) |
AAA | At least 1.6 overall with minimum 12/15 in required subjects at Higher Level (Leistungkurse) |
AAB | At least 1.8 overall with minimum 12/15 in required subjects at Higher Level (Leistungkurse) |
ABB | At least 2.0 overall with minimum 12/15 in required subjects at Higher Level (Leistungkurse) |
The Ghanian Senior School Certificate or the West African Senior School Certificate qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Apolytirion of Lykeion |
A*A*A | 19/20 or above in the Apolytirion and 2 A-levels with grades between A*-B |
A*AA | 18.5/20 or above in the Apolytirion and 2 A-levels with grades between A*-B |
AAA | |
AAB | |
ABB |
HKDSE
A*A*A | 5* 5* 5 in three subjects from any combination of Group A Electives, Core Mathematics, and Core English Language. |
A*AA | 5* 5 5 in three subjects from any combination of Group A Electives, Core Mathematics, and Core English Language. |
AAA | 5 5 5 in three subjects from any combination of Group A Electives, Core Mathematics, and Core English Language. |
AAB | 5 5 4 in three subjects from any combination of Group A Electives, Core Mathematics, and Core English Language. |
ABB | 5 4 4 in three subjects from any combination of Group A Electives, Core Mathematics, and Core English Language. |
For subjects requiring a Maths A level.
A*A*A | 5* 5* 5* 5 from two Group A Electives plus Core Mathematics and Extended Maths (M1 or M2) OR 5* 5* 5* 5 one Group A Elective plus Core English Language plus Core Mathematics and Extended Maths (M1 or M2) |
A*AA | 5* 5* 5 5 from two Group A Electives plus Core Mathematics and Extended Maths (M1 or M2) OR 5* 5* 5 5 one Group A Elective plus Core English Language plus Core Mathematics and Extended Maths (M1 or M2) |
AAA | 5 5 5 5 from two Group A Electives plus Core Mathematics and Extended Maths (M1 or M2) OR 5 5 5 5 one Group A Elective plus Core English Language plus Core Mathematics and Extended Maths (M1 or M2) |
AAB | 5 5 5 4 from two Group A Electives plus Core Mathematics and Extended Maths (M1 or M2) OR 5 5 5 4 one Group A Elective plus Core English Language plus Core Mathematics and Extended Maths (M1 or M2) |
ABB | Not Applicable |
Associates Degree
A*A*A | Associates Degree with GPA of 3.4 or higher. |
A*AA | Associates Degree with GPA of 3.3 or higher. |
AAA | Associates Degree with GPA of 3.2 or higher. |
AAB | Associates Degree with GPA of 3.2 or higher. |
ABB | Associates Degree with GPA of 3.0 or higher. |
A Level | Erettsegi / Matura |
A*A*A | 5 final subjects taken in the Hungarian Matura. 95%, 90% in two Advanced level subjects and 85%, 85%, 80% in three Intermediate level subjects |
A*AA | 5 final subjects taken in the Hungarian Matura. 90%, 90% in two Advanced level subjects and 85%, 80%, 80% in three Intermediate level subjects |
AAA | 5 final subjects taken in the Hungarian Matura. 85%, 85% in two Advanced level subjects and 80%, 80%, 80% in three Intermediate level subjects |
AAB | 5 final subjects taken in the Hungarian Matura. 80%, 80% in two Advanced level subjects and 80%, 80%, 75% in three Intermediate level subjects |
ABB | 5 final subjects taken in the Hungarian Matura. 80%, 80% in two Advanced level subjects and 80%, 80%, 75% in three Intermediate level subjects |
A Level | Studentsprof (from Gymnasium) |
A*A*A | Overall average score of 9/10 with 9 in required subjects |
A*AA | Overall average score of 8.5/10 with 8.5 in required subjects |
AAA | Overall average score of 8/10 with 8.5 in required subjects |
AAB | Overall average score of 8/10 with 8 in required subjects |
ABB | Overall average score of 7.5/10 with 8 in required subjects |
Standard XII
A*A*A | Standard XII with an average score of 90% (best of 4 academic subjects) with any prerequisite subjects at 87% or higher. |
A*AA | Standard XII with an average score of 87% (best of 4 academic subjects) with any prerequisite subjects at 85% or higher. |
AAA | Standard XII with an average score of 85% (best of 4 academic subjects) with any prerequisite subjects at 85% or higher. |
AAB | Standard XII with an average score of 84% (best of 4 academic subjects) with any prerequisite subjects at 85% or higher. |
ABB | Standard XII with an average score of 83% (best of 4 academic subjects) with any prerequisite subjects at 85% or higher. |
Note: Standard XII from CBSE or CISCE Boards and some State Boards only are accepted for entry. State Boards considered on a case by case basis.
A Level | Indonesian First Year Degree | Diploma 2 or Diploma 3 |
A*A*A | Pass year 1 of a Bachelor’s degree from a recognised university in a relevant subject with average grades of 3 out of 4. | Pass Diploma II (D2) or Diploma III (D3) with GPA of 8 out of 10. |
A*AA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with average grades of 3 out of 4. | Pass Diploma II (D2) or Diploma III (D3) with GPA of 8 out of 10. |
AAA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with average grades of 3 out of 4. | Pass Diploma II (D2) or Diploma III (D3) with GPA of 7 out of 10. |
AAB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with average grades of 3 out of 4. | Pass Diploma II (D2) or Diploma III (D3) with GPA of 6 out of 10. |
ABB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with average grades of 3 out of 4. | Pass Diploma II (D2) or Diploma III (D3) with GPA of 6 out of 10. |
The Certificate of Preparatory Education or Sixth Form Baccalaureat are not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
A Level | Irish Leaving Certificate (Higher level) |
A*A*A | H1,H1,H1,H2,H2,H2 including H1 in required subjects. |
A*AA | H1,H1,H2,H2,H2,H2 including H1 in required subjects. |
AAA | H1,H2,H2,H2,H2,H2 including H2 in required subjects. |
AAB | H2,H2,H2,H2,H2,H3 including H2 in required subjects. |
ABB | H2,H2,H2,H3,H3,H3 including H2 in required subjects. |
Matriculation Certificate (Bagrut) | A*A*A | Overall score of 90% and three level 5 subjects with minimum scores of 80% each |
A*AA | Overall score of 90% and three level 5 subjects with scores of 80% each. | |
AAA | Overall score of 90% and three level 5 subjects with scores of 75% each | |
AAB | Overall score of 85% and three level 5 subjects with scores of 75% each | |
ABB | Overall score of 80% and three level 5 subjects with scores of 75% each |
A Level | Esame di Stato |
A*A*A | Overall average grade of 97% or above, with 90% in required subjects. |
A*AA | Overall average grade of 95% or above, with 90% in required subjects. |
AAA | Overall average grade of 92% or above, with 90% in required subjects. |
AAB | Overall average grade of 88% or above, with 90% in required subjects. |
ABB | Overall average grade of 85% or above, with 85% in required subjects. |
A*A*A | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 85%. |
A*AA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 85%. |
AAA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 85%. |
AAB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 80%. |
ABB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 80%. |
Note: The Kotogakko Sotsugyo Shomeisho is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
The Attestat o Srednem Obrazovami (Certificate of Secondary Education) is not suitable for direct entry without additional qualifications.
The below qualifications can be accepted for direct entry:
- One year of study on a bachelor’s degree in a relevant subject at a Kazakh University with a minimum GPA of 3.0/4.0 or 4.0/5.0
The Kenya Certificate of Secondary Education (KCSE) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Diplomë për kryerjen e shkollës së mesme të lartë is currently not accepted for direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
The Al-Thanawayaa or Tawjihyah are not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry, please visit our Durham University International Study Centre website for more information.
The Latvian Atestats par visparejo videjo izglitibu is currently not accepted for direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
The Lebanese Baccalaureate or Baccalauréat Général are not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
The high school qualification from Lesotho is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Liberian Senior High School Certificate Examination qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Libyan Secondary Education Certificate qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Liechtenstein Matura |
A*A*A | 6.0 overall including at least 6 in two subjects and 5 in one |
A*AA | 6.0 overall including at least 6 in two subjects and 5 in one |
AAA | 6.0 overall including at least 5 in three subjects |
AAB | 5.5 overall including at least 5 in two subjects and 4 in one |
ABB | 5.5 overall including at least 5 in one subject and 4 in two |
A Level | Brandos Atestatas (Certificate of Maturity from a Gymnasium or Secondary School) |
A*A*A | Overall average 9.5 in the school matura, to include at least three state examinations at 95%, 95%, 90% |
A*AA | Overall average 9.5 in the school matura, to include at least three state examinations at 95%, 90%, 90% |
AAA | Overall average 9 in the school matura, to include at least three state examinations at 90%, 90%, 90% |
AAB | Overall average 9 in the school matura, to include at least three state examinations at 90%, 90%, 85% |
ABB | Overall average 9 in the school matura, to include at least three state examinations at 90%, 85%, 85% |
A Level | Diplôme de Fin d'Etudes Secondaires |
A*A*A | Pass with an overall score of 50 or above with a minimum of 50 points in required subjects. |
A*AA | Pass with an overall score of 48 or above with a minimum of 50 in required subjects. |
AAA | Pass with an overall score of 47 or above with a minimum of 48 in required subjects. |
AAB | Pass with an overall score of 46 or above with a minimum of 46 in required subjects. |
ABB | Pass with an overall score of 45 or above with a minimum of 45 in required subjects. |
Ensino Secundario Complementor
A*A*A | Ensino Secundário Complementar at GPA 3.2/4 or grade of 19. |
A*AA | Ensino Secundário Complementar at GPA 3.2/4 or grade of 19. |
AAA | Ensino Secundário Complementar at GPA 3.2/4 or grade of 19. |
AAB | Ensino Secundário Complementar at GPA 3.2/4 or grade of 18. |
ABB | Ensino Secundário Complementar at GPA 3.2/4 or grade of 18. |
The Madagascar high school certificate qualifications such the Diplôme de Bachelier de l’Enseignement Secondaire qualificationa are not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Malawi School Certificate of Education qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
STPM
A*A*A | STPM with a CGPA of 3.5 or higher. |
A*AA | STPM with a CGPA of 3.3 or higher. |
AAA | STPM with a CGPA of 3.2 or higher. |
AAB | STPM with a CGPA of 3.1 or higher. |
ABB | STPM with a CGPA of 3.0 or higher. |
Post-SPM Diploma
A*A*A | Post-SPM Diploma with a CGPA 3.5 or higher. |
A*AA | Post-SPM Diploma with a CGPA 3.3 or higher. |
AAA | Post-SPM Diploma with a CGPA 3.2 or higher. |
AAB | Post-SPM Diploma with a CGPA 3.1 or higher. |
ABB | Post-SPM Diploma with a CGPA 3.0 or higher. |
Matriculation Certificate
A*A*A | Matriculation Certificate with a GPA of 3.7 or higher. |
A*AA | Matriculation Certificate with a GPA of 3.5 or higher. |
AAA | Matriculation Certificate with a GPA of 3.4 or higher. |
AAB | Matriculation Certificate with a GPA of 3.3 or higher. |
ABB | Matriculation Certificate with a GPA of 3.2 or higher. |
Centre for Foundation Studies, IIUM
A*AA | GPA 3.8 or higher |
A*AA | GPA 3.6 or higher |
AAA | GPA 3.5 or higher |
AAB | GPA 3.4 or higher |
ABB | GPA 3.3 or higher |
UEC – United Examination Certificate
- 5 academic subjects (including any subject specific requirements) excluding Chinese, Malay Language
and Book Keeping and Commerce. - Equivalent offers to A Levels listed below
A*A*A | A1,A1,A2,A2,A2 |
A*AA | A1,A2,A2,A2,A2 |
AAA | A2,A2,A2,A2,A2 |
AAB | 4 x A1 or A2, 1xB3 |
ABB | 3 x A1 or A2, 2xB3 |
A Level | Advanced Matriculation (AM) / Matriculation Certificate Examination- (as examined by University of Malta (MATSEC) only) |
A*A*A | Pass with AA at Advanced Level and AAA at Intermediate level. Excludes Intermediate Level in Systems of Knowledge |
A*AA | Pass with AA at Advanced Level and AAA at Intermediate level. Excludes Intermediate Level in Systems of Knowledge |
AAA | Pass with AA at Advanced Level and AAB at Intermediate level. Excludes Intermediate Level in Systems of Knowledge |
AAB | Pass with AA at Advanced Level and AAB at Intermediate level. Excludes Intermediate Level in Systems of Knowledge |
ABB | Pass with AB at Advanced Level and ABB at Intermediate level. Excludes Intermediate Level in Systems of Knowledge |
The Brevet d'Aptitude Professionnelle from Mauritius qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Bachillerato is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry, please visit our Durham University International Study Centre website for more information.
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Mexican institutions with good grades could also be considered for direct entry on a case-by-case basis.
The Diploma de Bacalaureat is currently not accepted for direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
A Level | Diploma o polozenom maturskom ispitu |
A*A*A | 5,5,5,5 with 5 in required subjects. |
A*AA | 5,5,5,5 with 5 in required subjects. |
AAA | 5,5,5,4 with 5 in required subjects. |
AAB | 5,5,4,4 with 5 in required subjects |
ABB | 5,4,4,4 with 4.5 in required subjects. |
The Diplôme du Baccalauréat / Diplôme du Baccalauréat Technique (School Certificate) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Mozambique General Secondary Education Certificate qualification (Certificado de Habilitções Literarias) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
- Cambridge GCE ‘A’ levels – grades at departmental level in three subjects (A*A*A – ABB)
- The Basic Education High School examination/matriculation is not sufficient for direct entry onto an undergraduate programme at Durham. It can be used to meet GCSE subject requirements where grades of 40% or more have been obtained.
The Namibia Senior Secondary Certificate (NSSC) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | VWO (Voorbereidend Wetenschappelijk Onderwijs) |
A*A*A | Minimum of grade 8.5 overall plus three subjects with a minimum of grade 9, 9, 8 – with minimum of 8.5 in any required subject(s). |
A*AA | Minimum of grade 8.3 overall plus three subjects with a minimum of grade 9, 8, 8 – with minimum of 8 in any required subject(s). |
AAA | Minimum of grade 8 overall plus three subjects with a minimum of grade 8, 8, 8 – with minimum of 8 in any required subject(s). |
AAB | Minimum of grade 7.8 overall plus three subjects with a minimum of grade 8, 8, 7 – with minimum of 8 in any required subject(s). |
ABB | Minimum of grade 7.5 overall plus three subjects with a minimum of grade 8, 7, 7 – with minimum of 7.5 in any required subject(s). |
The Senior School Certificate (SSCE/WAEC/ NECO) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Macedonian Secondary School Leaving Diploma/Matura |
A*A*A | An overall grade of 5.0, with 5.0 in required subject(s). |
A*AA | An overall grade of 4.9 – 4.99, with 5.0 in required subject(s). |
AAA | An overall grade of 4.8 – 4.89, with 5.0 in required subject(s). |
AAB | An overall grade of 4.7 – 4.79, with 5.0 in required subject(s). |
ABB | An overall grade of 4.7 – 4.79, with 5.0 in required subject(s). |
A Level | Norweigan Vitnemål fra den Videregående Skole (VVO) |
A*A*A | Overall grade 5 with minimum of 5 in required subject(s). |
A*AA | Overall grade 4.9 with minimum of 5 in required subject(s). |
AAA | Overall grade 4.8 with minimum of 5 in required subject(s). |
AAB | Overall grade 4.7 with minimum of 5 in required subject(s). |
ABB | Overall grade 4.7 with minimum of 5 in required subject(s). |
Maths
Students applying for mathematics or science-based programmes which require mathematics and further mathematics at A- level will require VVO mathematics at R1 followed by R2 level
S2 mathematics is required for applicants to Social Science programmes which require Maths A- level
A*A*A | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 65%+ (1st Division). |
A*AA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 65%+ (1st Division). |
AAA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 65%+ (1st Division). |
AAB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 60%+ (1st Division). |
ABB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with an overall grade of 60%+ (1st Division). |
The Higher Secondary Certificate is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry, please visit our Durham University International Study Centre website for more information).
Certificado de Educación Secundaria Común Completa is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Applicants who have successfully completed Year 1 of their undergraduate degree at good, recognised Peruvian institutions with good grades could also be considered for direct entry on a case-by-case basis.
The High School Diploma is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
A Level | Polish Swiadectwo Dojrzałości / Matura |
A*A*A | Overall average of 90% or above to include at least 3 advanced level courses, 2 of which are at 90% or above with the other advanced level course at 85% including required subject(s). |
A*AA | Overall average of 90% or above overall (to include at least 3 advanced level courses, 1 of which is at 90% or above with the other 2 advanced level courses at 85%) including required subject(s). |
AAA | Overall average of 85% or above overall (to include at least 3 advanced level courses at 85%) including required subject(s). |
AAB | Overall average of 80% or above (to include at least 3 advanced level courses, 1 of which is at 85% or above with the other 2 advanced level courses at 80%) |
ABB | Overall average of 80% or above (to include at least 3 advanced level courses, 2 of which are at 80% or above with the other advanced level course at 75%) |
A Level | Diploma Nível Secundário de Educação / Certificado Nível Secundário de Educação |
A*A*A | Overall average score of 19 or above with 19 in at least three subjects including required subject(s). |
A*AA | Overall average score of 18 or above with 19 in at least two subjects including required subject(s) and one subject at 18. |
AAA | Overall average score of 18 or above with 18 in at least three subjects including required subject(s). |
AAB | Overall average score of 18 or above with 18 in at least two subjects including required subject(s) and one subject at 17. |
ABB | Overall average score of 17 or above with 18 in at least one subject including required subject(s) and two subjects at 17. |
The Al-Thanawayaa or Tawjihyah are not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
A Level | Diplomă de Bacalaureat |
A*A*A | Minimum 9.5 overall with at least 9.5 in two subjects plus at least 9.0 in one subject to include required subject(s). |
A*AA | Minimum 9.3 overall with at least 9.5 in two subjects plus at least 9.0 in one subject to include required subject(s). |
AAA | Minimum 9.0 overall with at least 9.0 in three subjects to include required subject(s). |
AAB | Minimum 8.7 overall with at least 9.0 in two subjects plus at least 8.5 in one subject to include required subject(s). |
ABB | Minimum 8.5 overall with at least 9.0 in one subject plus at least 8.5 in two subjects to include required subject(s). |
The Russian (Attestat) Certificate of Secondary Education at grade 11 is not sufficient for direct entry.
Applicants with at least two years of a Bachelor’s Degree or Specialist Diploma in a relevant subject with an average score of 4/5 may be considered for first year entry to undergraduate programmes.
A Level | Two years of a Bachelor’s Degree or Specialist Diploma at a Russian University |
A*A*A | An average overall GPA of 4.5/5.0 |
A*AA | |
AAA | An average overall GPA of 4.0/5.0 |
AAB | |
ABB |
The Advanced General Certificate of Secondary Education qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The General Secondary Education Certificate (Tawjihyah) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Diplôme de Bachelier de l'Enseignement due Second Degré / Baccaluareat de l'Enseignement Secondaire qualification qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Диплома о стеченом среднем образованиy / Diploma o stecenom srednem obrazovanju (Diploma of Completed Secondary Education) / Matura (less than 5 years) |
A*A*A | Overall average score of 5, with 5 in required subject(s). |
A*AA | Overall average score of 5, with 5 in required subject(s). |
AAA | Overall average score of 5, with 5 in required subject(s). |
AAB | Overall average score of 4.5, with 5 in required subject(s). |
ABB | Overall average score of 4.5, with 5 in required subject(s). |
The West African Senior School Certificate Examinations (SSCE/WAEC/ NECO) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
Applicants who have successfully completed the first year of a bachelor’s degree in Sierra Leone will be considered for admission to the first year of our bachelor’s degree course.
A Level | Bachelor’s Degree (1st year grade) |
A*A*A | Over 90% |
A*AA | 80% |
AAA | 70% |
AAB | 65% |
ABB | 60% |
Singapore Cambridge A-levels | A*A*A | Singapore Cambridge A-levels with AAA at H2 level or better. |
A*AA | Singapore Cambridge A-levels with AAA at H2 level or better. | |
AAA | Singapore Cambridge A-levels with AAA at H2 level or better. | |
AAB | Singapore Cambridge A-levels with AAB at H2 level or better. | |
ABB | Singapore Cambridge A-levels with ABB at H2 level or better. | |
Polytechnic Diploma | A*A*A | Singapore Polytechnic Diploma with a CGPA of 3.3. |
A*AA | Singapore Polytechnic Diploma with a CGPA of 3.3. | |
AAA | Singapore Polytechnic Diploma with a CGPA of 3.2. | |
AAB | Singapore Polytechnic Diploma with a CGPA of 3.1. | |
ABB | Singapore Polytechnic Diploma with a CGPA of 3.0. | |
NUS High School | A*A*A | NUS High School (Cumulative Average Point [CAP]) with a CGPA of 4.2. |
A*AA | NUS High School (Cumulative Average Point [CAP]) with a CGPA of 4.2. | |
AAA | NUS High School (Cumulative Average Point [CAP]) with a CGPA of 4.2. | |
AAB | NUS High School (Cumulative Average Point [CAP]) with a CGPA of 4.0. | |
ABB | NUS High School (Cumulative Average Point [CAP]) with a CGPA of 4.0. |
First year entry to relevant undergraduate programmes, except Engineering (see Engineering requirements below). 3-year Diploma from a recognised Polytechnic in Singapore in a relevant subject with the following grades;
- A*A*A programmes = GPA 3.3 or higher
- A*AA programmes = GPA 3.3 or higher
- AAA programmes = GPA 3.2 or higher
- AAB programmes = GPA 3.1 or higher
- ABB programmes = GPA 3.0 or higher
- A Ministry, Polytechnic, OR National Service letter can be used in lieu of IELTS if the qualification is less than two years old
Recognised Polytechnics
- Nanyang Polytechnic (NYP)
- Ngee Ann Polytechnic (NP)
- Republic Polytechnic (RP)
- Singapore Polytechnic (SP)
- Temasek Polytechnic (TP)
Durham’s Department of Engineering will consider applications for 2nd year entry to its BEng General Engineering programme. Applicants must pass the Polytechnic Diploma in engineering from one of the five listed Polytechnics above, with a GPA of 3.3 or higher, plus obtain high grades - B+ or 80% or GPA 3.5, in both mathematics and physics. Please note: Polytechnic Diploma holders are not required to take IELTS. There is exemption in place (see below)
Applicants with a Diploma in Law and Management from Temasek Polytechnic - GPA of 3.3 plus satisfactory LNAT scores, can be considered for year one entry to LLB
Applicants with a Diploma in Management Studies from the Singapore Institute of Management, can be considered for year one entry to Durham University Business School’s BA Business & Management and BA Marketing & Management programmes, providing they achieve a B+ or above average grade from the SIM Diploma in Management Studies and IELTS of 6.5 with no element below 6, or a University approved equivalent.
A Level | Maturitná skúška / Maturita |
A*A*A | výborný (1) in the majority of subjects, and at least 4 subjects should be taken, with 85% in required subject(s). |
A*AA | výborný (1) in the majority of subjects, and at least 4 subjects should be taken, with 85% in required subject(s). |
AAA | výborný (1) in the majority of subjects, and at least 4 subjects should be taken, with 85% in required subject(s). |
AAB | výborný (1) in the majority of subjects, and at least 4 subjects should be taken, with 85% in required subject(s). |
ABB | výborný (1) in the majority of subjects, and at least 4 subjects should be taken, with 85% in required subject(s). |
A Level | Slovenian Matura / Secondary School Leaving Diploma |
A*A*A | Successfully complete the Matura examinations with a minimum score of 5,5,5,5,5 in five individual subjects (including two higher level subjects). |
A*AA | Successfully complete the Matura examinations with a minimum score of 5,5,5,5,4 in five individual subjects (including two higher level subjects). |
AAA | Successfully complete the Matura examinations with a minimum score of 5,5,5,4,4 in five individual subjects (including two higher level subjects). |
AAB | Successfully complete the Matura examinations with a minimum score of 5,5,4,4,4 in five individual subjects (including two higher level subjects). |
ABB | Successfully complete the Matura examinations with a minimum score of 5,4,4,4,4 in five individual subjects (including two higher level subjects). |
Note: Higher level mathematics or higher level in a language may be required for some programmes (any programme requiring an A-level in maths or an A-level in a language) and students should achieve a mark of between 6 – 8. In such a case, this grade would replace one of the specified grades.
The Somalian High School Certificate qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The National Senior Certificate (NSC) can be accepted for entry to year one of undergraduate programmes.
Qualifications accepted:
A Level | National Senior School Certificate (including delivered by the IEB boards) |
A*A*A | 77777 |
A*AA | 77776 |
AAA | 77766 |
AAB | 77666 |
ABB | 76666 |
A-Level Grade | A* | A | B |
NSC | 7 | 7 | 7 |
Percentage equivalent | 80-100% | 80-100% | 70-79% |
Subject specific equivalencies
A Level | Matriculation programme | Exam Grade |
A Level Biology | NSC Biology | 7 |
A Level Chemistry | NSC Chemistry | 7 |
A Level English | NSC English | 7 |
A Level History | NSC History | 7 |
A Level Mathematics | Core Mathematics | 7 |
A Level Music | NSC Music | 7 |
A Level Physics | NSC Physics | 7 |
GCSE Mathematics | Mathematics Literacy | 6 |
Note: Life Orientation is not accepted as an A-Level equivalent.
A Level | Junior College Diploma or Associates Degree (both minimum 3 year study) | Year One at a South Korean University |
A*A*A | 3.5/4.5 GPA or overall score of 87% in a relevant subject | 3.5/4.0 GPA or overall score of 85% in a relevant subject |
A*AA | 3.5/4.5 GPA or overall score of 85% in a relevant subject | 3.0/4.0 GPA or overall score of 83% in a relevant subject |
AAA | ||
AAB | ||
ABB |
Note: The High School Diploma is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry, please visit our Durham University International Study Centre website for more information.
The Certificate of Secondary Education (CSE) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Curso de Orientación Universitaria (COU) / Título de Bachillerato |
A*A*A | Overall 9.2 or above |
A*AA | Overall 9.0 or above |
AAA | Overall 8.8 or above |
AAB | Overall 8.5 or above |
ABB | Overall 8.0 or above |
Note: 9 may be required in specified required subjects, and Faculty of Science courses/departments require the Science and Technology strand.
A*A*A | Sri Lankan GCE A-Levels with grades AAA (grades 90%/90%/85%) |
A*AA | Sri Lankan GCE A-Levels with grades AAA (grades 90%/85%/85%) |
AAA | Sri Lankan GCE A-Levels with grades AAA (grades all 85% or above) |
AAB | Sri Lankan GCE A-Levels with grades AAB (grades 85%/85%/74%) |
ABB | Sri Lankan GCE A-Levels with grades ABB (grades 85%/74%/74%) |
The Certificate of Secondary Education (Maw 6) is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
The Sudanese Secondary School Certificate is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Avgångsbetyg / Slutbetyg från Gymnasieskola (previously Studentexamen) (Upper Secondary School Leaving Certificate) |
A*A*A | 2500 credits taken with an overall score of 19.5 including ABB in specified subjects |
A*AA | |
AAA | 2500 credits taken with an overall score of 19.0 including BBB in specified subjects |
AAB | |
ABB | 2500 credits taken with an overall score of 16.0 including BBC in specified subjects |
A Level | Federal Maturity Certificate/ |
A*A*A | Overall score of 5.5 with 5.5 in required subject(s) |
A*AA | Overall score of 5.2 with 5 in required subject(s) |
AAA | Overall score of 5 with 5 in required subject(s) |
AAB | Overall score of 4.8 with 5 in required subject(s) |
ABB | Overall score of 4.6 with 4.5 in required subject(s) |
A*A*A | Pass year 1 of a Bachelors degree at a recognised university in a relevant subject with an overall grade of 90% or higher. |
A*AA | Pass year 1 of a Bachelors degree at a recognised university in a relevant subject with an overall grade of 85% or higher. |
AAA | Pass year 1 of a Bachelors degree at a recognised university in a relevant subject with an overall grade of 85% or higher. |
AAB | Pass year 1 of a Bachelors degree at a recognised university in a relevant subject with an overall grade of 80% or higher. |
ABB | Pass year 1 of a Bachelors degree at a recognised university in a relevant subject with an overall grade of 80% or higher. |
Junior College Diploma
A*A*A | Junior College Diploma in a relevant subject with an overall grade of 87% or higher. |
A*AA | Junior College Diploma in a relevant subject with an overall grade of 85% or higher. |
AAA | Junior College Diploma in a relevant subject with an overall grade of 85% or higher. |
AAB | Junior College Diploma in a relevant subject with an overall grade of 80% or higher. |
ABB | Junior College Diploma in a relevant subject with an overall grade of 80% or higher. |
Note: The Senior High School Leaving Certificate is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
The Tanzanian Advanced Certificate of Secondary Education Examination (ACSEE) exams can be considered for direct entry onto our undergraduate courses.
Award of the Advanced Certificate of Secondary Education Examination (ACSEE) with the following grades in principal level subjects will be considered:
Qualifications accepted:
A Level | Advanced Certificate of Secondary Education (ACSE) |
A*A*A | AAA |
A*AA | AAA |
AAA | AAA |
AAB | AAB |
ABB | AAB |
A-Level Grade | A* | A | B |
Advanced Certificate of Secondary Education (ACSE) | A | A | B |
A*A*A | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 3.4 or higher. |
A*AA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 3.3 or higher. |
AAA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 3.2 or higher. |
AAB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 3.2 or higher. |
ABB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 3.1 or higher. |
The Certificate of Secondary Education (Maw 6) is not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
The Togolese Baccalauréat qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
The Tunisian High School curriculum (Diplôme de Baccalauréat) qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
A Level | Devlet Lise Diplomasi (State High School Diploma) or Lise Bitirme Diplomasi (Private High School Finishing Diploma) |
A*A*A | Final year (year 12) grade of 86% or higher – with 85% in required subjects – provided the school is on the approved high school list |
A*AA | Final year (year 12) grade of 86% or higher – with 85% in required subjects – provided the school is on the approved high school list |
AAA | Final year (year 12) grade of 85% or higher – with 85% in required subjects – provided the school is on the approved high school list |
AAB | Final year (year 12) grade of 84% or higher – with 85% in required subjects – provided the school is on the approved high school list |
ABB | Final year (year 12) grade of 83% or higher – with 85% in required subjects – provided the school is on the approved high school list |
If you are unsure whether your school is on our approved high school list for the Turkish Diplomasi please contact us here to confirm.
Students studying IB, American APs/SATs, or other recognised international qualifications in addition to the Turkish Diplomasi will ordinarily be made an either/ or offer on both systems.
We accept one of the below:
- Applicants with a Uganda Advanced Certificate of Education (UACE) will be considered on the same basis as UK A-level applicants.
- Applicants with a Cambridge Overseas Higher School Certificate (COHSC) will be considered on the same basis as UK A-level applicants.
The Ukrainian Certificate of Secondary School Education (Atestat pro Povnu Zagal'nu Sersdniu Osvitu) is currently not accepted for direct entry to any of our bachelor degree programmes. Candidates should take a foundation course, or other suitable programme such as A-levels.
The Al-Thanawayaa or Tawjihyah are not suitable for direct entry. We require students to complete an alternative qualification or a foundation programme for direct entry.
For students attending a school with AP curriculum
If your school offers AP curriculum, you will need to submit a minimum of two AP exam scores in order to meet the academic entry requirements for your degree programme of choice. Please note that you must sit and submit the examinations, we will not accept the course grade. If there is a specific subject required for admission, you must evidence this with an AP exam. For some programmes, one AP may be sufficient alongside two additional qualifications listed below.
A-Level Requirement | Three APs | Two APs and one additional qualification |
A*A*A | Three AP test scores of: 5,5,5 | Two AP test scores of: 5,5 PLUS one of the following:
|
A*AA | Three AP test scores of: 5,5,5 | Two AP test scores of: 5,5 PLUS one of the following:
|
AAA | Three AP test scores of: 5,5,5 OR Four AP test scores of: 5,5,4,4 | Two AP test scores of: 5,5 PLUS one of the following:
|
AAB | Three AP test scores of: 5,4,4 | Two AP test scores of: 5,4 PLUS one of the following:
|
ABB | Three AP test scores of: 5,4,4 | Two AP test scores of: 5,4 PLUS one of the following:
|
For students attending a school that does not offer AP curriculum, read our entry requirements here.
A*A*A | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 7.3 or higher. |
A*AA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 7.3 or higher. |
AAA | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 7.2 or higher. |
AAB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 7.0 or higher. |
ABB | Pass year 1 of a Bachelors degree from a recognised university in a relevant subject with a CGPA of 6.8 or higher. |
The Upper Secondary School Graduation Diploma is not suitable for direct entry. However, it can be considered on a case-by-case basis to fulfil GCSE requirements. Every subject passed in Upper Secondary School Graduate Diploma at grade 5-10 is comparable to GCSE A*C/9-5. English Language is comparable to Second Language only.
The Zambian High School Certificate qualification is not suitable for direct entry into year one of an undergraduate degree. We require students to complete an alternative qualification or a foundation programme for direct entry (please visit our Durham University International Study Centre website for more information).
We accept applicants with Zimbabwe General Certificate of Education at Advanced Level (ZIMSEC A-Levels) for direct entry into undergraduate programmes.
Qualiication accepted:
A Level | ZIMSEC A-level |
A*A*A | ZIMSEC A-level Certificate with AAA |
A*AA | ZIMSEC A-level Certificate with AAA |
AAA | ZIMSEC A-level Certificate with AAA |
AAB | ZIMSEC A-level Certificate with AAB |
ABB | ZIMSEC A-level Certificate with ABB |
Fees & Funding
Choose which fees you want to see:
Home / Island students
£14,500 per year
International / EU Students
£34,000 per year
Home / Island students
Part Time - £ per year
International / EU Students
Part Time - £ per year
The tuition fees shown are for one complete academic year of study, are set according to the academic year of entry, and remain the same throughout the duration of the programme for that cohort (unless otherwise stated).
Find out moreDepartment Information
-
Top 10
in the Complete University Guide 202511th
in the Guardian University Guide 2025Joint 6th
for student employability in the Complete University Guide 2025The Department is at the heart of the fast-paced world of applications and algorithms. We maintain an in-depth understanding of the fundamentals of computation and are fully up to speed with the latest technologies that emerge at an ever-increasing rate. Learning from academics who lead cutting-edge research provides valuable insight into high quality projects, and gives our postgraduate community the opportunity to play a role in shaping a future in which crucial developments in society are supported by technological innovation. Taught courses balance fundamental knowledge and an emphasis on programming and mathematical skills with practical applications. The content and structure are such that they suit postgraduates who already have experience in the industry or other employment and want to add a formal qualification to their achievements. Researchers in the Department offer a range of expertise across the computer science spectrum in areas such as artificial intelligence, data science, bioinformatics, high-performance computing, graphics and fundamental algorithms. We ensure our research-led activity does not function in isolation and keep close links with local high-technology industries as well as national and international employers. Those relationships ensure we are at the leading edge of developments across the sector and can revise and adapt the Department’s curriculum to reflect the changes. For more information see our department pages.
Read moreFacilities
The Department is located in a £40 million purpose-built building in the heart of Durham at Upper Mountjoy and features open-plan work areas, breakout spaces for collaboration projects, laboratories and computer rooms. We are fortunate to have supercomputers for High-Performance Computing and for data analysis and machine learning as well as access to several visualisation and data postprocessing laboratories. We are also able to host local computer hardware which give postgraduate researchers a safe environment to test prototype solutions, explore innovative technologies they are developing or to actually design new solutions.
-
State of the art building
Our new building features academic offices, offices for research staff and students, open-plan space for students to work, breakout spaces to collaborate, labs, computer rooms and, of course, a café.
-
High-Performance Computing Cluster
Durham hosts its own local supercomputers (the Hamilton family) and the DiRAC Cosma machine.
-
NVIDIA CUDA Centre (NCC)
This cluster is multifunctional in that it supports all aspects of research and teaching. Students (both masters and PhD) are able to access this cluster for running novel ML studies.
-
Career Opportunities
Employability
More Information
Our postgraduates leave with excellent career prospects and go on to diverse careers in academia, business and industry.