Master of Science in Data Science and Analytics

at University of Westminster - Cavendish Campus United Kingdom

On this course, you'll examine how nutrients and eating patterns impact health and well-being, and the role of diet in both health and disease.

Public and media interest in what we eat has never been greater. Emerging as one of the most popular sciences, Human Nutrition integrates knowledge from diverse areas of science to present a unified view of this dynamic discipline and its applications.

We have well-equipped labs in all bioscience disciplines, including a suite of biochemical test facilities for nutritional analysis, whole-body metabolism and determination of body composition.

A lively research culture informs our teaching, and is re?ected in our curricula specialising in both Global Public Health Nutrition and Sport and Exercise Nutrition. Our current research includes, but not limited to, local/global food security issues encountered by families, lifestyle interventions for metabolic health related diseases, and the ability to change nutritional behaviour through the use of technology.

In Years 2 and 3, students on the degree can choose to follow a theme focusing on Human Nutrition or on Human Nutrition with Exercise Science, which focuses on the role that exercise and nutrition play in all aspects of human health and disease.

The course presents you with an understanding of the molecular and physiological basis of the relationship between nutrition and human health and performance. You will study modules which cover the relevant aspects of human nutrition, physiology, public health nutrition, diet in health and disease, biochemistry, psychology, health and exercise practices.

Top reasons to study with us

• Make the most of outstanding facilities – we have well-equipped labs in all bioscience disciplines, including a suite of biochemical test facilities for nutritional analysis, whole-body metabolism and determination of body composition
• Boost your career – this course is accredited by the Association for Nutrition (AfN) and graduates from this course are eligible to join the Register as an Associate Nutritionist
• Learn from expert speakers - expert speakers deliver research seminars and ‘academic conversations’, introducing students on the course to cutting-edge research and scientific developments

This course will focus on the physiology and pathology of blood and its use as a diagnostic and therapeutic tool.  A variety of areas of molecular and cellular bioscience will be covered with an emphasis on new technologies and developments in Haematology and related disciplines such as Transfusion Science. You will expand your knowledge of the basic science and analytical techniques relating to Haematology and gain an up-to-date understanding of the application of Haematology in bioscience / pharmaceutical research, as well as in diagnostic and therapeutic medicine.

There will be an emphasis in the course on development of critical analysis skills in the assessment of scientific literature and laboratory data. In addition you will have the opportunity to design and execute your own research project. The course team is supported by visiting lecturers who are practising scientists in the field, which helps ensure that taught material is current and relevant.

This course (previously Business Intelligence and Analytics MSc) addresses the need to propel information-gathering and data organisation, and exploit potential information and knowledge hidden in routinely collected data to improve decision-making. The course stretches the artificial intelligence (AI), machine learning (ML) and decision science themes to Business Intelligence, Data Science and Business Analytics.

You will focus on developing solutions to real-world problems associated with the changing nature of IT infrastructure and increasing volumes of data, using applications and case studies, while gaining a deep appreciation of the underlying models and techniques. You will also gain a greater understanding of the impact technological advances have on nature and practices adopted within Data Science, Business Intelligence and Analytics, and how to adapt to these changes.

Embedded into the course are two key themes. The first will help you to develop your skills in the use and application of various technologies, architectures, techniques, tools, and methods for data science. These include data warehousing and mining, distributed data management, and the technologies, architectures, and appropriate AI and ML techniques. The second theme will enhance your knowledge of algorithms and the quantitative techniques including AI, ML, and Operational Research (OR) suitable for analysing and mining data and developing decision models in a broad range of application areas. The project consolidates the taught subjects covered, while giving you the opportunity to pursue in-depth study in your chosen area.

Teaching approaches include lectures, tutorials, seminars, and practical sessions. You will also learn through extensive course work, class presentations, group research work, and the use of a range of industry standard software such as R, Python, Simul8, Palisade Decision Tools, Hadoop, and Oracle.

Biomedical science is concerned with the detailed study of the human body, both in health and disease, with emphasis on the diagnosis and understanding of disease states and the mechanisms involved.

In Year 1 you'll study the important fundamental sciences, including biochemistry, cell and molecular biology, and human anatomy and physiology.

In Year 2 you'll develop your understanding of a wide range of disease processes, combined with the principles of laboratory procedures used to aid diagnosis and treatment.

In Year 3 you'll focus on the study of the complex nature of disease as it affects particular biological systems. You'll also study the laboratory procedures used in haematology, clinical immunology, cellular and molecular pathology, clinical biochemistry and medical microbiology, to diagnose and monitor disease. You'll also undertake a major research project, which will enable you to develop the skills you need for genuine scientific inquiry.

Our Computer Games Development course combines technology and creativity in a multidisciplinary way.

The games industry is an expanding and challenging sector with continually evolving ideas and cutting-edge technologies. It requires practitioners to exercise more flexibility in software specifications and functionality, through adapting their approaches to design and management while keeping abreast of broad changes to technology.

This course covers all major technical aspects of the games development process, from design to production. It aims to prepare you for a career in software development with a particular emphasis on computer games. The course provides you with a solid understanding of game technologies, including programming, applied maths, computer graphics and game engines. You'll develop a broad range of knowledge and skills including mobile and web application development, 3D modelling and animation, and human-computer interaction. To enhance student employability, the course offers a number of talks from the creative industry and will support your participation in prestige game competitions and digital fairs, as well as industrial placements and internships.

The primary language you'll learn is C++, but you'll also have the opportunity to engage with other languages and software, such as C#, Python (Machine Learning, Algorithms), JavaScript and Swift for Android and iOS development. For character development we use Adobe Maya, Photoshop, 3DS Max and 3D Coat. The course focuses on using Unreal Engine 4 and Blueprints technology, but students will have the opportunity to engage with any of the commercial engines across the course.

Top reasons to study with us

• Valuable industry insights – our strong links to the sector ensure the course is taught with the games development industry in mind. Our teaching staff includes academics with experience in the games industry, alongside industry advisors who support the course on all work-based learning projects and competitions
• Work experience before graduation – as part of the course, you'll have the option to work for a year in the industry, gaining valuable work experience and boosting your employability
• Successful alumni – our alumni have found positions in companies including Microsoft, Sega, and Marmalade

Our Computer Science BSc will give you the computing skills and knowledge to help shape the future of businesses and organisations.

A key benefit of our course is its flexibility. You'll be able to build a customised route within computer science, following a pathway in one of several computing areas to suit your interests. You'll develop a wide range of skills and knowledge in areas such as creative computing, information systems, graphics and games development, mobile and web computing, software engineering, design and development, software security, and artificial intelligence.

You'll use industrial tools and techniques throughout our course and graduate well versed in all aspects of the software lifecycle. You'll have the chance to apply your new knowledge and skills to real-world problems, usually in the form of a small-scale project set by an external organisation. As well as the technical skills you'll develop as part of this project, and you'll build vital transferable skills around the areas of commercial awareness, leadership and organisation.

Top reasons to study with us

• Choose your own path – Our flexible course allows you to study the areas of computing you are most interested in, while still getting a broad education in computing
• Get real-life work experience – Increase your employability and put your problem-solving skills into practice by completing a year in industry during your course. Past destinations for our students include: Apple, AppNexus, Bromley Healthcare CIC, Epsom and St Helier University Hospitals NHS Trust, PGIM, ServiceNow, Sony, SR Group
• Prepare for your career – Career prospects for computer science students are excellent, and our degree will prepare you for graduate roles such as computer programmer, web developer, junior specialist developer, and software developer
• Start your journey as an IT professional – Our course is intended to fulfil the requirements of the British Computer Society (BCS), which means it complies with rigorous academic and professional standards as set out by the BCS. It also allows graduates to gain registration as a Chartered IT Professional (CITP) and partial registration as a Chartered Engineer (CEng)

Our course examines the best ways to design, build, maintain and evaluate software systems. It uses many of the technical aspects of computer science, especially programming, and aims to develop the professional attitudes, interpersonal and technical skills you’ll need in the software engineering industry.

The course provides a solid foundation in software engineering theory and practice to develop professional software systems. It will equip you to take up a wide range of career opportunities, including software engineer, web application programmer, software designer/analyst or website designer/programmer.

You’ll study software development, programming languages, technologies and applications including Python, Java, HTML, PHP, UML, database technologies, machine learning, algorithms and data structures, web and mobile computing, Agile software development, Big Data technologies, cloud computing, concurrency and formal methods. Sharing a common first year with the Computer Science BSc Honours course to which you can transfer in Year 1, you specialise is Software Engineering from Year 2.

In Year 4 (Master's level), our integrated Master's course enables you to extend your knowledge and experience of software engineering gained at the BEng level by studying and developing systems of increased complexity, gaining a developer knowledge of new paradigms and studying advanced issues around cybersecurity – threats facing businesses and organisations that depend on IT systems.

In addition, you’ll have the opportunity to undertake a year in industry (work placement) after completing the second year of your study. This will help you gain work experience and enhance your employability after you graduate. You’ll be offered help and support to find and secure placement opportunities through various workshops and events organised by the Careers and Employability Service and the course team. Typically, you will be assigned into roles involving tasks related to software engineering.

Top reasons to study with us

• Our integrated Master's course will give you advanced software engineering knowledge
• Our course will help you develop your problem-solving skills. We practise problem-based teaching, allowing you to develop your skills in analysing problems within contexts so you can find the best technological solutions
• You'll be involved in real-life projects and gain hands-on experience of working either individually or in a software development team
• Our course reflects the dynamics of the software industry – you'll learn state-of-the-art techniques and subjects such as machine learning, AI algorithms, robotics and smart systems, the Internet of Things, Big Data technologies, complex heterogeneous systems, and cloud-based, distributed and parallel software solutions
• You'll qualify for free British Computer Society (BCS) academic membership for the duration of your studies. The BCS supports those working in the IT industry and has a commitment to making IT good for society. The organisation has over 60,000 members in 150 countries, and a wider community of business leaders, educators, practitioners and policy-makers. Membership of the BCS will allow you to continue your professional development and enjoy a range of valuable networking opportunities.

Working in the world of information systems can be exciting and rewarding as businesses become more and more reliant on information systems to support innovation, decision making and day-to-day operations.

The creative use of information systems can transform organisations. Successful enterprises require hybrid managers and analysts who can evaluate and use the tools, gauge the risks and provide the key insights and sound direction for strategic business planning.

Our Business Information Systems BSc will give you a clear perspective of the current nature and practice of business information systems, and will develop your understanding of the business challenges of an enterprise, and your ability to conceive and manage solutions which are increasingly ICT dependent.

You’ll integrate your skills of problem solving and information systems modelling with your knowledge of business processes and environments. You’ll be able to consult on, support or develop the technological platforms of an enterprise to achieve competitive advantage, building a career in roles ranging from systems developer to business manager.

Our course offers a short-term work-based learning experience that will give you the opportunity to work on a real-life problem, which is normally set by an external organisation as a small-scale project. This experience will allow you to put your new knowledge and skills into practice by addressing a real-life situation, usually within the context of a business-related problem.

Pharmacology and physiology are two closely related disciplines. Pharmacology is the study of drug action and how medicines may modify disease states. Physiology is concerned with how the body and its systems are controlled, and in the changes that lead to disease states (pathophysiology).

This course will provide you with a sound understanding of the biological action of drugs and other biomolecules at the whole-body, tissue, cellular and sub-cellular levels, and their uses as medicines for the treatment of disease. It provides an ideal grounding for a career in the pharmaceutical industry or other areas of biomedical research, academia, the Scientific Civil Service and healthcare provision.

Opportunities exist for you to enhance your practical and related transferable skills within our research laboratories. Teaching is informed by high-quality research in relevant cognate areas, within the department.

Top reasons to study with us

• Build a successful career – this course will give you the knowledge and skills for a career in the pharmaceutical industry or other areas of biomedical research
• Make the most of our facilities – develop your skills in our fully equipped laboratories, and benefit from our APOLLO Patient Care Simulator platform
• Learn from our expert teaching staff – teaching is informed by high-quality research, delivering the forefront of current and cutting-edge science to students

Security is a vital aspect of any networked system, especially as the dependency on network infrastructures has grown over the past few decades. This course builds on more than ten years of experience in education in network design and support, and its aim is to produce network engineers with a strong background in security.

The course focuses on three main aspects – communication, network design and implementation, and security. You'll develop the knowledge and technical expertise to be able to take on specific responsibility within a network team or as a team leader for the security aspects of that network, particularly in industries such as banking, where security is crucial.

Our graduates have gone on to work in the banking sector, as well as organisations such as BT, HP, Cisco, Dell, Google Enterprise, Huawei Technologies and Quinix, as well as smaller private companies.

Top reasons to study with us

• Develop the skills you'll need – learn application-oriented networking skills and know-how
• Gain industry insider knowledge – benefit from expert-led workshops that will help you develop in-demand skills
• Explore our exciting location - our course is based right in the heart of London, one of the world's technology hubs