MSc in Advanced Computer Science
The MSc in Advanced Computer Science is a taught course covering advanced topics like machine learning, computer security, quantum information, and formal verification, combining theory and practice with a strong mathematical foundation.
Closed to applications for entry in 2026-27. Register to receive an email when applications open (for entry in 2027-28).
- Expected length:
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- Full time: 12 months
- Expected start date:
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- Full time:
- English language level:
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- Higher level required
About the course
As in other branches of applied mathematics and engineering, improvements in the practice of computing necessitate a deep and broad engagement with the foundations of computer science.
Recognising this, this full-time, twelve-month MSc has been designed to teach the mathematical principles of specification, design and efficient implementation of computing technologies.
The MSc is designed to combine theory and practice. It teaches the advanced techniques and ideas that are being developed in application domains (such as machine learning, verification and computer security) and the rich and diverse theories that underpin them. These include models of computation and data, and mathematical analysis of programs and algorithms.
The course aims:
- to provide a challenging and supportive learning environment that encourages high quality students to reach their full potential, personally and academically;
- to provide the foundation for a professional career in computing-based industries;
- to enhance the skills of a professional who is already working in one of these industries;
- to provide a foundation for research into the theory and computing;
- to present knowledge, experience, reasoning methods and design and implementation techniques which are robust and forward-looking.
The Department of Computer Science is committed to the development and application of effective theory based on realistic practice. The MSc in Advanced Computer Science is heavily informed by the department’s consultation and collaboration with industry, and some of the modules were developed through consultation and collaboration with industry. The department believes that only by the interplay of theory and practice can you be trained properly in such a rapidly advancing subject. Practice alerts us to real contemporary problems - theory is a shield against professional obsolescence.
Entrants to the course will come from either a computer science or mathematical background. You may be a recent graduate in computer science and will supplement your knowledge with the kind of sound mathematical basis which is not always found in undergraduate courses. If you are a graduate in mathematics you will apply your training in the context of a rigorous application of the fundamental techniques of computer science.
You will develop knowledge and understanding of a formal disciplined approach to computer science, a range of relevant concepts, tools and techniques, the principles underpinning these techniques and the ability to apply them in novel situations. On subsequent employment, you will be able to select techniques most appropriate to your working environment, adapt and improve them as necessary, establish appropriate design standards for both hardware and software, train colleagues in the observance of sound practices, and keep abreast of research and development.
Course structure
The academic year is split into three terms of eight weeks but work on the MSc course continues throughout the year and is not restricted just to term time. During the three terms of the course, you will choose from modules on various aspects of computer science. Most modules will last for one term and will be between 16 to 24 lectures. In addition, all modules will have associated classes and some may also have practical sessions (labs) associated with them.
In the third term (Trinity term) you will undertake a dissertation. Subject to meeting the relevant requirements (which may depend upon your module choices, dissertation subject and other academic factors), you may have the opportunity to transfer to a specialist stream of the course prior to completing your dissertation: either the MSc Advanced Computer Science (Artificial Intelligence) or the MSc Advanced Computer Science (Foundations of Computer Science).
Core components
You will complete a dissertation, in addition to completing option modules.
Option modules
You will undertake options from a range of topics.
Course details
Entry requirements
For entry in 2026-27