Data Science MSc
About this course
This course covers the fundamentals of Data Science including Big Data infrastructure, AI and statistical analysis and the mining of data. Development of your understanding of deriving value from the data analytics functions is also a focus of this course.
You will learn how to support organisations in improving their data capture, management and analysis processes with a focus on efficiency and profit, whilst adhering to the current highest ethical standards.
Why study this course at NTU?
This course builds on NTU’s experience of upskilling major employers in the region in the areas of data analytics and data science. Our previous experience in work-based learning prepared graduates to take innovative roles in the rapidly changing Data Science industry.
Studying takes place in our purpose-built ISTeC building, where you will have access to our dedicated Data Science teaching facility is equipped with high-performance workstations to support advanced machine learning and data analytics.
As there is a growing need in the UK for data science experts we’ve secured funding of £498,245 from the UK Department for Digital, Culture, Media and Sport (DCMS) and the Office for Students to support the development of this course.
On this MSc Data Science you’ll develop your expertise through six core modules (120 credit points) that build your technical and professional skills. You’ll then apply this knowledge in a 60-credit research project, giving you the opportunity to investigate a real-world challenge in depth.
Module information
Here’s a breakdown of what you’ll be studying throughout the course:
Learn the processes, techniques and technologies businesses use to develop the IT infrastructure so that it is able to manage big data and transform it into useful business intelligence. You will familiarise yourself with relational and non-relational database technologies and understand scalable computing to address the capture, storage and processing of data upon the increase in its velocity and volume.
20 credits
In this module you'll focus on developing your skills in producing software solutions for practical problems. Through hands-on experiences, it emphasizes the use of program development environments and develops advanced procedural programming skills. Additionally, you will become familiar with object-oriented programming,preparing you for contemporary software development challenges.
20 credits
This module provides students with an introduction to the statistical principles and statistical methods required for the analysis of large datasets. The module introduces R programming language and its applications for initial exploration and visualisation of data and for predictive modelling.
20 credits
Learn how to use data better to deliver goals and value, while accounting for costs and risks in the decisions. You'll discover how organisations can select and measure the right key metrics to improve their decision making and their overall business.
20 credits
Learn about a variety of artificial intelligence methods such as machine learning, reasoning and optimisation techniques, and how they can be used to solve real-world problems in engineering, operations research and science.
20 credits
Develop skills for effective research, including the development of project definition documents, writing project reports, and technical papers. Covering research design, project planning, data collection, presentations, research governance, ethics, and time management, you will learn how to select appropriate methodologies.
20 credits
On completion of the taught modules on this course you will then have the opportunity to undertake an MSc research project. This gives you 15 weeks to concentrate full time on a specialist area that interests you and apply what you have learnt to a specific problem.
You will produce a dissertation or technical research paper, which is a substantial piece of work which you will work on under the supervision of a member of the academic staff.
60 credits
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We regularly review our course content based on student and employer feedback to ensure they remain current and relevant. This may result in changes to module content or availability in future years. Optional modules will only run where there is sufficient demand. This will be determined on a case-by-case basis to protect the academic and student experience.
How you're taught
You’ll gain a comprehensive understanding of software implementation, emerging technologies and large-scale computer applications. You will develop the knowledge and skills to analyse and plan a wide range of computer systems projects and carry out research in a range of advanced computing applications.
The course offers an excellent combination of theoretical studies and practical experience through coursework assignments, software development and group projects culminating in a significant and practical Masters project individually tailored to meet your career aspirations.
You will be taught through a variety of methods including lectures, seminars and workshops alongside independent study.
Artificial Intelligence and Innovation
On this course, you’ll engage with AI in a practical, informed way, reflecting its use across science and technology today. You’ll explore how AI supports analysis, problem solving and innovation, while developing the skills to understand its limitations and ethical implications.
AI won’t replace scientific knowledge or professional judgement. Instead, you’ll learn how it complements your expertise and enhances professional practice in industry and research.
We’ll help you build confidence, adaptability and informed judgement, preparing you for a changing workplace where human expertise remains essential.
Apply your theory
By daring to think differently our research is tackling real-world issues. The subjects you will study with us are informed by our research so you can be sure your knowledge will be cutting-edge in your field. In the last Research Excellence Framework (REF 2021) - the UK's system for assessing the quality and impact of research in universities - we’re proud that 80% of NTU's Computer Science and Informatics submission was assessed to be either world-leading or internationally excellent.
Research-informed teaching
Throughout your course you will be supported by your course leader and personal tutor, who will work with you individually. A comprehensive induction programme will provide you with essential information about the course, including access to the library and virtual learning portal.
Learning methods
- Lectures
- Guided reading supported by the University's virtual learning portal
- Workshops and laboratories
- Seminars
- Case studies and project work
Learn a new language
Alongside your study you also have the opportunity to learn a new language. The University Language Programme (ULP) is available to all students and gives you the option of learning a totally new language or improving the skills you already have. Find out more about the ULP.
How you're assessed
- Research project
- Written assignment
- Case studies
- Oral presentations
- Coursework reports
Contact hours
For each 20-credit module, you’ll spend about 200 hours learning overall. Around 40 of those hours will be taught in lectures or seminars. The rest of the time is for independent study, reading, research, or working on assignments.
Who will teach you?
Entry requirements
UK students
Academic entry requirements: 2.2 honours degree or equivalent in a technical or scientific subject, which includes, but is not limited to, sport science, biomedical, economics and information systems. Other subjects will be considered on a case-by-case basis.
Applicants with relevant employment experience or other relevant qualifications will also be considered.
Additional requirements for UK students
There are no additional requirements for this course.
Other qualifications and experience
We welcome applications from students with non-standard qualifications and learning backgrounds and work experience. We consider credit transfer, vocational and professional qualifications, and any work or life experience you may have.
You can view our Recognition of Prior Learning and Credit Transfer Policy which outlines the process and options available, such as recognising experiential learning and credit transfer.
Getting in touch
If you need more help or information, get in touch through our enquiry form.
International students
Academic entry requirements: 2.2 honours degree or equivalent in a technical or scientific subject, which includes, but is not limited to, sport science, biomedical, economics and information systems. Other subjects will be considered on a case-by-case basis.
Applicants with relevant employment experience or other relevant qualifications will also be considered.
We accept equivalent qualifications from all over the world. Please check your international entry requirements by country.
English language requirements: See our English language requirements page for requirements for your subject and information on alternative tests and Pre-sessional English.
Additional requirements for international students
If you need help achieving the academic entry requirements, we offer a Pre-Masters course for this degree. The course is offered through our partner Nottingham Trent International College (NTIC) based on our City Campus.
English language requirements
View our English language requirements for all courses, including alternative English language tests and country qualifications accepted by the University.
If you need help achieving the language requirements, we offer a Pre-Sessional English for Academic Purposes course on our City campus which is an intensive preparation course for academic study at NTU.
Other qualifications and experience
We welcome applications from students with non-standard qualifications and learning backgrounds and work experience. We consider credit transfer, vocational and professional qualifications, and any work or life experience you may have.
You can view our Recognition of Prior Learning and Credit Transfer Policy which outlines the process and options available, such as recognising experiential learning and credit transfer.
Sign up for emails
Sign up to receive regular emails from the International Office. You'll hear about our news, scholarships and any upcoming events in your country with our expert regional teams.
Getting in touch
If you need advice about studying at NTU as an international student or how to apply, our international webpages are a great place to start. If you have any questions about your study options, your international qualifications, experience, grades or other results, please get in touch through our enquiry form. Our international teams are highly experienced in answering queries from students all over the world.
Policies
We strive to make our admissions procedures as fair and clear as possible. To find out more about how we make offers, visit our admissions policies page.


