Course summary
Machine learning has already revolutionised the user experience of millions of web users the world over, and yet the discipline is still comparatively young. In time, this form of artificial intelligence will have an even more profound impact on the way we use software and interact with computer technology. Study Machine Learning at Royal Holloway, University of London and you’ll equip yourself with a set of crucial skills to assist in the development of the next generation of search and analysis technologies. Skills that you will acquire include the ability to:
- develop, validate, and use effectively machine learning and statistical models
- work with structured, unstructured, and time-series data
- extract value and insight from data
- work with methods and techniques such as clustering, regression, support vector machines, boosting, decision trees, and neural networks
- develop and use universal prediction algorithms, including universal strategies for dynamic investment
- complement predictions with provably valid measures of accuracy and reliability.
- work with software packages such as MATLAB and R
- Benefit from strong industry ties, with close proximity to ‘England’s Silicon Valley’.
- Graduate with a Master's degree offering excellent graduate employability prospects.
- Tailor your learning with a wide range of engaging optional modules.
Modules
Data Analysis; Computation with Data; Programming for Data Analysis; Machine Learning; On-line Machine Learning; and one of the following: Inference; Applied Probability; Individual Project. A range of optional modules are also available.
Assessment method
Assessment is carried out by a variety of methods including coursework and a dissertation.
How to apply
International applicants
With almost a third of our students joining us from outside the UK, Royal Holloway is a diverse community with a strong international spirit. Ranked highly in the UK and the world for international outlook in the Times Higher Education World University Rankings, Royal Holloway’s position recognises our global research impact and partnerships as well as student and staff diversity. Our alumni are found in 160 countries, working in industry, the arts, public sector and other areas, Royal Holloway is truly international both in ethos and impact. Within the 9,850 students enrolled at Royal Holloway, over 130 nationalities are represented, making our campus truly cosmopolitan. In addition, of the 104 societies and associations which enrich the post-study social life of our students, a quarter have an international flavour. We know a diverse community makes for a more creative and harder-working environment which benefits all our students, wherever they are from. Students from overseas can apply for all of our undergraduate degrees. We offer a range of additional support specifically for international students, including through our Centre for the Development of Academic Skills. For example, ‘Academic English’ for international students is provided for non-native speakers of English. The courses are designed to help you meet the challenges of academic work, including writing essays, following lectures, taking part in academic discussion and giving presentations. We also offer additional degree preparation courses for international students. See our website for full details. We have a number of scholarships that are dedicated to international students to help with tuition fees for undergraduate degrees. You can find a list of our current scholarship opportunities on our website.
Entry requirements
2:1 Computer Science, Economics, Mathematics, Physics, or other subjects that include a strong element of both mathematics and computing. Normally we require a UK 2:1 (Honours) or equivalent in relevant subjects but we will consider high 2:2 or relevant work experience. Candidates with professional qualifications in an associated area may be considered. Where a ‘good 2:2’ is considered, we would normally define this as reflecting a profile of 57% or above.
Fees and funding
Tuition fees
Republic of Ireland | £13200 | Year 1 |
EU | £23900 | Year 1 |
England | £13200 | Year 1 |
Northern Ireland | £13200 | Year 1 |
Scotland | £13200 | Year 1 |
Wales | £13200 | Year 1 |
Channel Islands | £13200 | Year 1 |
International | £23900 | Year 1 |
Tuition fee status depends on a number of criteria and varies according to where in the UK you will study. For further guidance on the criteria for home or overseas tuition fees, please refer to the UKCISA website .
Additional fee information
Provider information
Royal Holloway, University of London
Egham
TW20 0EX