This programme is for students who have a numerate first degree or can demonstrate numerate skills. Students are often at the early stages of their careers in diverse professions including economics, statistics and computer science.
Students will have a curiosity about data, and will want to learn new techniques to boost their career and be part of exciting current industry developments. The MSc in Data Science includes some complex programming tasks because of the applied nature of the course, so many students have a mathematics or statistics background and enjoy working with algorithms.
Principles of data science (15 credits);
Machine learning (15 credits);
Big Data (15 credits);
Neural computing (15 credits);
Visual analytics (15 credits); and
Research methods and professional issues (15 credits).
Advanced programming: concurrency (15 credits);
Readings in computer science (15 credits);
Advanced databases (15 credits);
Information retrieval (15 credits);
Data visualisation (15 credits);
Digital signal processing and audio programming (15 credits);
Cloud computing (15 credits);
Computer vision (15 credits); and
Software agents (15 credits).
Individual Project (60 credits).
We expect you to study independently and complete coursework for each module. This should amount to approximately 120 hours per module if you are studying full time. Each module is assessed through a combination of written examination and coursework, where you will need to answer theoretical and practical questions to demonstrate that you can analyse and apply data science methods and techniques.
The individual project is a substantial task. It is your opportunity to develop a research-related topic under the supervision of an academic member of staff. This is the moment when you can apply what you have learnt to solve a real-world problem using large datasets from industry, academia or government and use your knowledge of collecting and processing real data, designing and implementing big data methods and applying and evaluating data analysis, visualisation and prediction techniques. At the end of the project you submit a substantial MSc project report, which becomes the mode of assessment for this part of the programme.
|Qualification||Study mode||Start month||Fee||Fee locale||Course duration|
|MSc||Part-time||September 2018||GBP 8,500 (Year 1)||International||28 Months|
|MSc||Part-time||September 2018||GBP 4,750 (Year 1)||Home/EU||28 Months|
|MSc||Full-time||September 2018||GBP 17,000 (Whole course)||International||12 Months|
|MSc||Full-time||September 2018||GBP 9,500 (Whole course)||Home/EU||12 Months|
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