Course overview
The Bachelor of Science (Hons) in Computer Science with Artificial Intelligence at the University of Nottingham Malaysia (UNM) is an innovative programme designed to prepare students for the rapidly evolving field of AI and computing. Accredited by the British Computer Society (BCS) and the Chartered Institute for IT, this degree meets the academic requirements for Incorporated Engineer and partially for Chartered Engineer status.
Students will build a strong foundation in computer science while specialising in cutting-edge AI topics, including machine learning, neural networks, deep learning, and transformers, reflecting the latest trends in the field. Through extensive practical training and an individual dissertation on an active AI problem, students will develop problem-solving, teamwork, communication, and analytical thinking skills.
Graduates are equipped to excel in careers spanning AI, software engineering, and data analytics, supported by world-class teaching and research.
Why choose this course?
- Specialised AI Focus: Dive deep into advanced Artificial Intelligence topics, including machine learning, neural networks, and deep learning, equipping graduates with cutting-edge expertise.
- Global Recognition: Accredited by the BCS and the Chartered Institute for IT, meeting academic requirements for professional engineering certifications, ensuring global employability.
- Real-World Application: Engage in hands-on projects, including a Software Engineering group project and an AI-focused dissertation, developing analytical, creative, and problem-solving skills.
- Global Study Options: Benefit from mobility opportunities, including the 2+1 pathway to the UK campus for top-performing students, enriching the learning experience.
- Career-Ready Graduates: Graduates are prepared for diverse roles in AI, software development, and data analytics, supported by industry-relevant modules and expert guidance.
Modules
Year 1
Core modules
- Computer Fundamentals
- Databases and Interfaces
- Fundamentals of Artificial Intelligence
- Mathematics for Computer Scientists 1
- Mathematics for Computer Scientists 2
- Programming and Algorithms
- Programming Paradigms
- Software Engineering
- Systems and Architecture
Year 2
Core modules
- Algorithms Data Structures and Efficiency
- Introduction to Formal Reasoning
- Artificial Intelligence Methods
- Languages and Computation
- Operating Systems and Concurrency
- Software Engineering Group Project
- Developing Maintainable Software
Optional modules
- C++ Programming
- Human Computer Interaction
- Introduction to Image Processing
- Software Specification
Year 3
Core modules
- Computer Security
- Professional Ethics in Computing
Optional modules
- Autonomous Robotic Systems
- Computer Vision
- Compilers
- Computability and Computational Complexity
- Data Visualisation
- Data Visualisation Project
- Designing Intelligent Agents
- Development Experience
- Individual Dissertation Single Honours
- Industrial Experience
- Machine Learning
- Mobile Device Programming
- Parallel Computing
- Schools Experience
- Software Quality Assurance
- Symbolic Artificial Intelligence
Entry requirements
All candidates are considered on an individual basis and we accept a broad range of qualifications. The entrance requirements below apply to 2025 entry.
Entry requirements
| A Level | BBC, including Mathematics at grade B, excluding Critical Thinking and General Studies. |
| IB Diploma | 26 points, including Mathematics: Analysis and Approaches (HL) at 5 points. |
| STPM | BBC+, including Mathematics at grade B; excluding Pengajian Am. |
| UEC | 5 B3s, including Mathematics, excluding Bahasa Malaysia and Chinese Language. |
| Australian Year 12 | ATAR 82. Applicants are required to meet specific grade standards in Mathematics, aligned with A Level subject requirements. To fulfil these A Level standards, specific grade equivalents in the Senior Secondary Certificate of Education (SSCE) are required. For WACE, applicants must have studied both Mathematics Methods and Mathematics Specialist. For SACE, both Mathematical Methods and Specialist Mathematics are required. For other states and territories, the Mathematics subjects will be reviewed on a case-by-case basis. |
| Ontario Secondary School Diploma (OSSD) | 77% average based on 6 subjects, including 81% in both Advanced Functions and Calculus and Vectors.
Canadian Secondary School Diplomas from other provinces are acceptable and will be assessed based on the University’s requirements. |
| Gaokao (NCEE) and Senior High School Diploma (China) | 70% average in the Gaokao, including 75% in Mathematics. In addition, a minimum of 70% overall in the Senior High School Diploma, with at least 80% in Mathematics and at least 70% in one of the Science, Technology, or Engineering subjects.
Gaokao scores are converted from 750 to a percentage scale. |
| Senior School Certificate Examination (CBSE) / Indian School Certificate (CISCE) – Class XII | 78% average from the best four subjects, including 80% in Mathematics (CBSE Applied Mathematics is not accepted). Excludes local language, Environmental Education, General Studies, and Physical Education. |
| Advance Placement (AP) | 4, 4, 3, including AP Calculus with a score of 4. |
| Diploma – Local Institutions | Entry to Year 2 is assessed on a case-by-case basis, typically requiring a minimum GPA of 3.20 out of 4.0 in a Diploma in Computer Science, Software Engineering, Information Technology, Information Systems, Science and Technology, or other related disciplines. Applicants must also have at least a grade B in all mathematics modules. |
| Foundation – Local Institutions | Acceptance is at the School’s discretion and requires a minimum GPA of 3.20 out of 4.0 and good grades in all mathematics modules, including at least a grade B. |
| Nottingham’s Foundation Programme | Successful completion is required, with an overall minimum average of 50% and at least 50% in all Mathematics modules. |
In addition to the entry requirements listed above, applicants must have a credit in Additional Mathematics at the SPM level or a grade B in Mathematics. Those with a grade B in Mathematics must also have at least a credit in one of the Science, Technology, or Engineering subjects at SPM/GCSE/IGCSE/High School Diploma or equivalent. This requirement may be waived for applicants with an appropriate science background.
This list is not exhaustive, and we accept a wide range of qualifications. Eligibility will be fully determined upon the submission of a completed application.
English language requirements
IELTS (Academic): |
6.0 (with no less than 5.5 in each element) |
TOEFL (iBT): |
80 (minimum 17 in Writing and Listening, 18 in Reading and 20 in Speaking) |
PTE (Academic): |
65 (with no less than 59 in each element) |
GCE A Level English Language or English Literature: |
Grade C |
GCE AS Level English Language or English Literature: |
Grade C |
SPM: |
CEFR level B2 |
GCSE O-Level: |
Grade C / 4 |
IGCSE (first language): |
Grade C / 4 |
IGCSE (second language): |
Grade B /6 |
MUET: |
Band 4 |
UEC: |
Grade B3 |
IB English A1 or A2 (Standard or Higher Level): |
4 points |
IB English B (Higher Level): |
4 points |
IB English B (Standard Level): |
5 points |
OSSD English (ENG3U/ENG4U) (No fast-track route): |
75% |
CBSE/CISCE Class XII or Class X: |
70% overall (confirmation of English as the medium of instruction required) |
- IELTS (Academic), TOEFL iBT, and PTE (Academic) test results must be less than two years old.
- IELTS One Skill Retake is accepted.
- IELTS Academic Online, TOEFL iBT Home Edition, and PTE Academic Online are not accepted.
- MUET results are valid for five years from the release date.
- OSSD English (ENG3U/ENG4U) with the required grades will only be accepted if applicants have completed all 30 credits from standard OSSD courses, not through credit exemptions. Fast-track routes are not accepted.
- CBSE/CISCE Class XII or Class X English with the required grades will only be accepted if applicants provide a confirmation letter stating that English was the medium of instruction throughout schooling from Class X to Class XII.
Foundation progression options
The Nottingham’s Foundation Programme is a 1-year pre-university course that prepares students for direct progression to UNM’s undergraduate degrees. It builds a strong academic foundation while enhancing language, critical thinking, and study skills. Students can also explore elective modules tailored to their chosen degree pathway.
Careers
Laying a solid foundation in this field, this programme enables our graduates to pursue careers in various roles and industries.
- Big Data and AI Specialist
- Software Developer/Full Stack Engineer
- Data Scientist and Machine Learning Engineer
- UI/UX Designer
- IoT and DevOps Specialist
- Enterprise Architect
Are you ready to embark on an exciting career journey after graduation? At the University of Nottingham Malaysia, our Careers Advisory Service is here to support your career aspirations. We offer a range of professional services, including résumé writing assistance and interview preparation, to equip you with the tools needed to excel in today’s competitive job market. Contact careers@nottingham.edu.my to learn more.
