Visit our website for more information on fees, scholarships, postgraduate loans and other funding options to study Data Science at Swansea University - 'Welsh University of the Year 2017' (Times and Sunday Times Good University Guide 2017).
MSc in Data Science aims to equip students with a solid grounding in data science concepts and technologies for extracting information and constructing knowledge from data. Students of the MSc Data Science will study the computational principles, methods, and systems for a variety of real world applications that require mathematical foundations, programming skills, critical thinking, and ingenuity. Development of research skills will be an essential element of the Data Science programme so that students can bring a critical perspective to current data science discipline and apply this to future developments in a rapidly changing technological environment.
The MSc Data Science programme focuses on three core technical themes: data mining, machine learning, and visualisation. Data mining is fundamental to data science and the students will learn how to mine both structured data and unstructured data. Students will gain practical data mining experience and will gain a systematic understanding of the fundamental concepts of analysing complex and heterogeneous data. They will be able to manipulate large heterogeneous datasets, from storage to processing, be able to extract information from large datasets, gain experience of data mining algorithms and techniques, and be able to apply them in real world applications. Machine learning has proven to be an effective and exciting technology for data and it is of high value when it comes to employment. Students of the Data Science programme will learn the fundamentals of both conventional and state-of-the-art machine learning techniques, be able to apply the methods and techniques to synthesise solutions using machine learning, and will have the necessary practical skills to apply their understanding to big data problems. We will train students to explore a variety visualisation concepts and techniques for data analysis. Students will be able to apply important concepts in data visualisation, information visualisation, and visual analytics to support data process and knowledge discovery. The students of the Data Science programme also learn important mathematical concepts and methods required by a data scientist. A specifically designed module that is accessible to students with different background will cover the basics of algebra, optimisation techniques, statistics, and so on. More advanced mathematical concepts are integrated in individual modules where necessary.
The MSc Data Science programme delivers the practical components using a number of programming languages and software packages, such as Hadoop, Python, Matlab, C++, OpenGL, OpenCV, and Spark. Students will also be exposed to a range of closely related subject areas, including pattern recognition, high performance computing, GPU processing, computer vision, human computer interaction, and software validation and verification. The delivery of both core and optional modules leverage on the research strength and capacity in the department. The modules are delivered by lecturers who are actively engaged in world leading researches in this field. Students of the Data Science programme will benefit from state-of-the-art materials and contents, and will work on individual degree projects that can be research-led or application driven.
Modules for the MSc Data Science programme include:
- Visual Analytics
- Data Science Research Methods and Seminars
- Big Data and Data Mining
- Big Data and Machine Learning
- Mathematical Skills for Data Scientists
- Data Visualization
- Human Computer Interaction
- High Performance Computing in C/C++
- Graphics Processor Programming
- Computer Vision and Pattern Recognition
- Modelling and Verification Techniques
- Operating Systems and Architectures
The Department of Computer Science is well equipped for teaching, and is continually upgrading its laboratories to ensure equipment is up-to-date – equipment is never more than three years old, and rarely more than two. Currently, our Computer Science students use three fully networked laboratories: one, running Windows; another running Linux; and a project laboratory, containing specialised equipment. These laboratories support a wide range of software, including the programming languages Java, C# and the .net framework, C, C++, Haskell and Prolog among many; integrated programme development environments such as Visual Studio and Netbeans; the widely-used Microsoft Office package; web access tools; and many special purpose software tools including graphical rendering and image manipulation tools; expert system production tools; concurrent system modelling tools; World Wide Web authoring tools; and databases.
As part of the expansion of the Department of Computer Science, we are building the Computational Foundry on our Bay Campus for computer science and mathematical science.
- Data Analyst
- Data mining Developer
- Machine Learning Developer
- Visual Analytics Developer
- Visualisation Developer
- Visual Computing Software Developer
- Database Developer
- Data Science Researcher
- Computer Vision Developer
- Medical Computing Developer
- Informatics Developer
- Software Engineer
Stand out from the crowd
The Master of Science will allow you to stand out from other animal science graduates
Find out more about the Master of Science parent structure.
Massey’s Master of Science (Animal Science) will allow you to make a major contribution to animal science.
Whether you want to take a first step in a research career or would like a specialised role in livestock or animal industries, a MSc (Animal Science) will give you the skills you need.
Animal science is a broad subject and you could engage in study and research in one of many subjects from livestock production, genetics, nutrition, reproductive physiology, lactation, animal behaviour and welfare.
A master’s builds your capability in sourcing, generating and interpreting quality information to make informed decisions. You’ll develop specialised knowledge in your chosen field.
Massey University provides an excellent environment for your animal science masters. We have an active research programme in many areas of applied and theoretical aspects of animal science and much of this is funded by industry. This means as a master’s student you have the opportunity to research a relevant issue and generate solutions for the real world.
Massey University’s proud record in land-based study dates back to 1927 when we offered New Zealand’s first degrees in agriculture.
Massey is world-ranked and New Zealand’s No 1 university in agriculture according to the QS (Quacquarelli Symonds) rankings. We are also ranked in the top 150 universities worldwide for agriculture by the ShanghaiRanking's Global Ranking of Academic Subjects.
Massey University’s veterinary school has been ranked first in the world by employers in the Quacquarelli Symonds (QS) ranking. We are ranked no.15 for our veterinary science programme.
At Massey you will not just be studying animal science, you will be part of this world-leading animal and agricultural science hub. Massey’s Manawatu campus is surrounded by working farms and state-of-the-art animal science research facilities.. You are able to access our extensive research and working facilities as part of your study. These include:
We also host The International Sheep Research Centre which leads the world with its investigations into sheep husbandry and related areas.
Postgraduate study is hard work but hugely rewarding and empowering. The Master of Science (Animal Science) will push you to produce your best creative, strategic and theoretical ideas. The workload replicates the high-pressure environment of senior workplace roles. Our experts are there to guide but if you have come from undergraduate study, you will find that postgraduate study demands more in-depth and independent study.
Postgraduate study is not just ‘more of the same’ undergraduate study. It takes you to a new level in knowledge and expertise especially in planning and undertaking research.
This is a 180 credit taught degree which will take 1.5 years if you study full time. You can choose to include 60, 90 or 120 credits of research.
This programme will give you an insight into the complex history of technology, medicine, scientific knowledge and methodology, as well as how they have shaped the world we live in.
You’ll explore the themes, concepts and debates in the study of the history of science through core modules. These will also allow you to develop your historical research skills, using our excellent library resources to work with primary and secondary sources. But you’ll also choose from a range of optional modules that allow you to specialise in topics areas that suit your interests, from birth, death and illness in the Middle Ages to modern science communication.
Guided by leading researchers and supported by our Centre of History and Philosophy of Science, you’ll learn in a stimulating environment with access to a wide range of activities. You could even gain research experience by getting involved in the development of our Museum of the History of Science, Technology and Medicine.
We have world-class research resources to support your studies. The Brotherton Library houses extensive manuscript, archive and printed material in its Special Collections, including Newton’s Principia, a first edition of his Opticks and thousands of books and journals on topics from the 16th century onwards on topics such as astronomy, botany, medicine, physiology, chemistry, inventions and alchemy. You’ll also have access to the collections of artefacts across campus that we have brought together through the Museum of the History of Science, Technology and Medicine.
The Centre also hosts a number of research seminars given by visiting speakers, staff members and doctoral students and which all postgraduate students are encouraged to attend. There are also regular reading groups on a wide range of topics and the seminar series of other centres within the School are also available.
In your first semester you’ll take a core module introducing you to different approaches and debates in history of science, technology and medicine, as well as how they have been used over time to help us understand scientific developments. You’ll build on this in the following semester with a second core module that will give you a foundation in historical skills and research methods, equipping you to work critically and sensitively with primary and secondary sources.
You’ll have the chance to demonstrate the skills and knowledge you’ve gained in your dissertation, which you’ll submit by the end of the year. This is an independently researched piece of work on a topic of your choice within the history of science, technology and medicine – and you can choose to take an extended dissertation if you want to go into even greater depth.
Throughout the year you’ll be able to choose from a range of optional modules, allowing you to develop your knowledge by specialising in a topic of your choice such as science and religion historically considered, or science in the museum. You’ll take one optional module if you take the extended dissertation, or two if you do the standard dissertation.
If you choose to study part-time, you’ll study over a longer period and take fewer modules in each year.
These are typical modules/components studied and may change from time to time. Read more in our Terms and conditions.
You’ll take three compulsory modules, though you can choose whether to take a standard (60 credits) or extended (90 credits) dissertation. You’ll then choose one or two optional modules.
Most of our taught modules combine seminars and tutorials, where you will discuss issues and concepts stemming from your reading with a small group of students and your tutor. You’ll also benefit from one-to-one supervision while you complete your dissertation. Independent study is also an important element of the programme, allowing you to develop your skills and pursue your own interests more closely.
We assess your progress using a combination of exams and coursework, giving you the freedom to research and write on topic areas that suit your interests within each module you study.
You’ll gain a range of in-depth subject knowledge throughout this programme, as well as a set of high-level transferable skills in research, analysis, interpretation and oral and written communication that are very attractive to employers.
As a result, you’ll be equipped for a wide range of careers. Some of these will make direct use of your subject knowledge, such as museum work or public engagement with science, while your skills will enable you to succeed in fields such as business and finance, publishing, IT and teaching.
Graduates of our School also regularly go onto careers in journalism, the media, social work, human resources, PR, recruitment and the charity sector. Many also continue with their studies at PhD level and pursue careers in academia.
We encourage you to prepare for your career from day one. That’s one of the reasons Leeds graduates are so sought after by employers.
The Careers Centre and staff in your faculty provide a range of help and advice to help you plan your career and make well-informed decisions along the way, even after you graduate. Find out more at the Careers website.
Visit our website for more information on fees, scholarships, postgraduate loans and other funding options to study Sports Science at Swansea University - 'Welsh University of the Year 2017' (Times and Sunday Times Good University Guide 2017).
Swansea University has a flourishing research environment looking at elite sports performance and exercise health and medicine.
Sport and Exercise Science research at Swansea University takes place in the Applied Sports, Technology, Exercise and Medicine (A-STEM) research centre. Engaging in research, teaching and third mission activity that spans the artificial boundaries between traditional disciplines. Swansea University is unique as the only research-intensive university in the UK where Sport and Exercise Science is located in Engineering.
Research activity in Sport and Exercise Science is in two main areas:
Elite Sports Performance
Exercise Medicine and Health
Our research spans the areas of, science, technology, health and medicine applied to sport, exercise and health settings with children, older people, clinical groups and elite international sports people. Importantly, sport and exercise science research is applied in nature and populates teaching, third mission activities and work-related learning opportunities. It has impact on elite sport, students, industry, patients and the general public.
MSc by Research in Sports Science typically lasts one year full-time, two to three years part-time. This is an individual research project written up in a thesis of 30,000 words.
Our new home at the innovative Bay Campus provides some of the best university facilities in the UK, in an outstanding location.
The A-STEM Research Centre has developed its own laboratories that rank alongside the most prestigious and well known universities in the UK.
Find out more about the facilities used by Sports Science students and Researchers at Swansea University.
Swansea University also has a proud reputation for sporting excellence and outstanding sporting facilities. See a 365 degree panoramic of the Sports Village: including the Wales National Pool, Gym, Indoor Courts, Running Track, Astroturf and Indoor Track.
In addition to teaching and research, academic staff are actively engaged with applied practice and consultancy in sport and exercise settings. Our well-established links include organisations such as:
Swansea NHS Trust
Carmarthenshire NHS Trust
Welsh Rugby Union
International Rugby Board (IRB)
We also work with elite sports teams including:
Swansea City AFC
West Ham United AFC
Wales 7s Rugby
Our staff also regularly consult in exercise settings with populations with chronic disease, including diabetes, cardiac rehabilitation and renal care.
Sport and exercise science research occurs within the world-leading Applied Sports Technology Exercise Medicine (A-STEM) Research Centre.
Significant research in diabetes and health as well as sedentary behaviour, physical activity, fitness, fundamental movement skills in childhood obesity is undertaken by a number of clinical exercise science staff.
Our elite sport performance group is leading a project supported by the European Regional Development Fund through the Welsh Government to position Wales at the forefront of Science, Technology and Medicine in elite sport and to promote its wider application in health and education. This project represents a unique collaboration of leading Welsh academics, businesses and sport, with the overall objective of enhancing their respective performances.
Fundamental links integrating engineering and sport and exercise science research are being developed by the Sports Visualisation Group who analyse video material to rapidly produce data for immediate analysis of sports performance. Recently the Engineering Behaviour Analytics in Sport and Exercise (E-BASE) research group was set up to investigate the use of advanced sensor and processing technology to quantify training and activity in sport and clinical populations respectively.
We have international research links and projects with universities in Southern and Eastern Europe, Scandinavia, Australia, New Zealand, Canada, USE, Italy and Austria.
I chose Swansea University to study my MSc Sports Science by Research because Swansea has a great reputation for sports and exercise research and the A-STEM research project is an exciting environment to be part of. Swansea also has great funding opportunities for postgraduate study and it is a really friendly and supportive university.
Zoe Marshall, Sports Science, MSc by Research