The MSc in Artificial Intelligence is an advanced research-led course in the study of artificial intelligence, developing students' skills in logic, constraint programming, language processing, machine learning and neural networks.
The MSc in Artificial Intelligence is a one-year taught programme run by the School of Computer Science. The course consists of two semesters of taught modules followed by an 11-week project leading to the submission of a 15,000-word dissertation in August.
The MSc in Artificial Intelligence is a specialist course but retains some flexibility, allowing students to pursue other areas of computer science alongside the compulsory specialist modules.
Students undertake a significant project, including a wide-ranging investigation and a substantial software development, leading to their dissertation, which enables them to consolidate and extend their specialist knowledge and critical thinking.
Students have 24-hour access to modern computing laboratories, provisioned with dual-screen PC workstations and group-working facilities.
Students on this course may switch to an MSc in Advanced Computer Science or in Information Technology after the first semester.
The taught portion of the MSc programme includes eight modules: five compulsory and three optional from a wide range available. Teaching methods include lectures, seminars, tutorials and practical classes. Most modules are assessed through practical coursework exercises and examinations. Class sizes typically range from 10 to 50 students.
All students will be required to complete a Post Entry Language Assessment (PELA) on arrival at the University of St Andrews. Based on their performance in this assessment, students will be advised to attend targeted support sessions during the year to improve language and academic skills. This assessment is required, but will not count towards the final degree classification.
You will also be assigned an advisor who meets with you at the start of the year to discuss module choices and is available to assist with any academic difficulties during the year. A designated member of staff provides close supervision for the MSc project and dissertation.
The modules in this programme have varying methods of delivery and assessment.
Artificial Intelligence Practice: practical design and implementation of artificial intelligence (AI), covering techniques in the areas of AI reasoning, planning, doing and learning.
Artificial Intelligence Principles: foundational knowledge of artificial intelligence (AI) with an overview of AI and its philosophy.
Object-Oriented Modelling, Design and Programming: introduces and reinforces object-oriented modelling, design and implementation to provide a common basis of skills, allowing students to complete programming assignments within other MSc modules.
And one or both of:
Constraint Programming: introduces constraint-based reasoning as a powerful mechanism for knowledge representation and inference.
Language and Computation: covers the major aspects of natural language processing and speech understanding.
The following modules are optional for Computer Science programmes. Not all combinations of modules will be available for all programmes, and some modules are subject to pre-requisites being satisfied.
Students choose two or three optional modules. In the 'Additional modules' lists below, students can only take up to two of the modules in each list.
Advanced Topics in Computer Communication Systems
Artificial Intelligence in Practice
Artificial Intelligence Principles
Critical Systems Engineering
Human-Computer Interaction Principles and Methods
Interactive Software and Hardware
Knowledge Discovery and Datamining
Language and Computation
Masters Programming Projects
Principles of Computer Communication Systems
Practice in Computer Communication Systems
Software Engineering Practice
Software Engineering Principles
User-Centred Interaction Design
Additional optional modules
Students may take up to two of the following:
Concurrency and Multi-Core Architectures
Logic and Software Verification
Programming Language Design and Implementation
Students may take up to two of the following:
Database Management Systems
Green Information Technology
Information Security Management
Information Technology Projects
Optional modules are subject to change each year, and some may only allow limited numbers of students.
During the second semester, students work with staff to define and agree upon a topic for the extended project, which they will work on during the final three months of the course, and which culminates in a 15,000-word dissertation. Dissertation projects may be group-based or completed individually (students are assessed individually in either case).
The dissertation typically comprises a review of related work; the extension of existing or the development of new ideas; software implementation and testing; analysis and evaluation. Students are required to give a presentation of their work in addition to the written dissertation.
Each project is supervised by one or two members of staff, typically through regular meetings and reviews of software and dissertation drafts.
If students choose not to complete the dissertation requirement for the MSc, there is an exit award available that allows suitably qualified candidates to receive a Postgraduate Diploma instead, finishing the course at the end of the second semester of study.
The modules listed here are indicative, and there is no guarantee they will run for 2019 entry.
Alumni of Computer Science MSc programmes have gone on to work in a variety of global, commercial, financial and research institutions, including:
Hitachi Data Systems
Royal Bank of Scotland
The Careers Centre offers one-to-one advice to all students on a taught postgraduate course and offers a programme of events to assist students to build their employability skills.
A good 2.1 Honours undergraduate degree in Computer Science, or strongly related discipline.
If you studied your first degree outside the UK, see the international entry requirements.
English language proficiencyFor direct entry to a Masters in Computer Science, you will require an overall score in IELTS (Academic) of 7.0, with a minimum subscore of 6.0 or the equivalent. For alternative forms of evidence, see English language tests and qualifications. If your IELTS score is 6.0 overall with a minimum component score of 5.5, we offer combined degrees in Computer Science with the English Language, an 18-month option for those who would like to start a Masters degree while continuing to consolidate their ability to use English effectively in academic contexts.
The qualifications listed are indicative of minimum requirements for entry. Some academic Schools will ask applicants to achieve significantly higher marks than the minimum. Obtaining the listed entry requirements will not guarantee you a place, as the University considers all aspects of every application including, where applicable, the writing sample, personal statement, and supporting documents.
CV or résumé. This should include your personal details with a history of your education and employment to date.
Personal statement (optional).
Two original signed academic references.
Academic transcripts and degree certificates. Please only provide certified copies with official English translations if applicable. Do not send original documents as they cannot be returned.
Evidence of English language proficiency (required if English is not your first language).
There are many potential scholarships and support schemes available to postgraduates.
Recent Graduate Discount
The University of St Andrews offers a 10% discount in postgraduate tuition fees to students who are eligible to graduate or who have graduated from St Andrews within the last three academic years and are starting a postgraduate programme with the University of St Andrews.