Data Science MSc

Postgraduate
Conversion course

Students working on desktops in computer suite

Prepare for a data-driven world and develop skills to analyse and visualise complex data, supporting decision-making in diverse industries.

Year of entry

2025-26

Location

Coventry University (Coventry)

Study mode

Full-time
With Professional Placement

Duration

1 year full-time
Up to 2 years full-time with professional placement

Course code

EEST036

Start date

September 2025
November 2025
January 2026
March 2026
May 2026
July 2026

How to apply

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Course overview

This course aims to respond to the ongoing demand for data professionals and prepare you to drive innovation and tackle complex challenges across various sectors.

The course includes:

live coding sessions
hands-on experience with modern data management and analysis tools
problem-based learning
research-informed teaching from research staff within the Centre for Computational Science and Mathematical Modelling
free one-on-one tutoring and resources in mathematics and statistics, ensuring a strong foundation in these essential areas.

5 QS Stars for Teaching and Facilities

QS Stars University Ratings

Ranked 9th Modern University in UK by the Times

The Times and Sunday Times Good University Guide 2025

Ranked 8th for Overall Satisfaction in PTES

Postgraduate Taught Experience Survey (PTES) 2024

Why you should study this course

Develop vital data science skills, including database management, ethical considerations, programming in high-level languages, machine learning and tackling big data challenges.
Explore algorithmic bias and promoting data ethics, which are critical components of the curriculum.
Strengthen your abilities in question formulation, argument construction, report writing, presentation skills and creative problem-solving.
Integrate technology-dependent practical skills with future-proof knowledge and understanding of specialist methods and algorithms in learning.
Benefit from our hands-on teaching and learning approach.
Gain practical experience and boost your CV with an additional professional placement. See the modules for more details.²

Accreditation and professional recognition

Chartered Management Institute

This course is designed¹ to include the criteria set by the Chartered Management Institute (CMI) for the CMI Level 7 Certificate in Strategic Management and Leadership Practice. It is expected that students who successfully pass the The Data Science Professional module will be eligible to gain the award as an additional qualification.

What you'll study

Data Science is a broad multidisciplinary field encompassing everything from cleaning and managing data to data visualisation and deploying predictive models.

Modules

Programming for Data Science - 30 credits

Develop the essential understanding and skills in computer programming for data science applications through hands-on problem solving and writing code. You will be introduced to a range of data science tools, libraries, algorithms and applications such as data wrangling, information retrieval and natural language processing. Explore high-level programming languages like Python and apply a range of algorithms and libraries for data science tasks. Gain hands-on experience with tools such as pandas for data wrangling, BeautifulSoup for web scraping and NLTK for natural language processing.⁴

Compulsory

Data Analytics – 30 credits

Build foundational knowledge and understanding of the mathematical concepts, statistical models and data analytics skills at the heart of data science. Use statistical software to work with multivariate datasets from a range of applications and gain experience of communicating results to both experts and non-experts, through data visualisation and data storytelling. Case studies will be used to motivate and explore phases of the data science project lifecycle and give experience with a variety of types of data.

Compulsory

The Data Science Professional – 30 credits

This module aims to provide you with sound knowledge of the theoretical and practical underpinnings of the management of Big Data in centralised and distributed environments. There is a strong emphasis on data engineering, data protection (including GDPR), data governance and data ethics. Develop practical skills in data management (such as SQL and NoSQL databases), cloud and distributed computing, and leadership in a data science context.

This module is designed to include the criteria set out by the CMI for the CMI Level 7 Certificate in Strategic Management and Leadership Practice¹.

Compulsory

Machine Learning and Big Data – 30 credits

Examine the practical applications of machine learning in various applied domains such as healthcare, agriculture, bioinformatics, image recognition and natural language processing. Equip yourself with the skills to tackle challenges posed by big data in real-world scenarios. Learn about a range of machine learning models, including supervised learning, unsupervised learning, reinforcement learning and neural networks.

Compulsory

Master's with professional placement

If you successfully secure a placement in industry within your first semester, this master’s with professional placement option allows you to extend your 12-month master’s course up to an additional year to complete the placement before starting your final 60-credit module.

Gain valuable industry insights and skills as you apply your academic knowledge and skills to a professional placement.
The placement must be sourced and secured by you during your first semester. Our careers and employability team are available to support you with the sourcing process.
Start your professional placement after completing the first 120 credits of your course.
The professional placement will be integrated into your course learning and outcomes. This will take the form of a reflective diary demonstrating your learning and engagement with the placement experience.
The professional placement option is subject to additional fees, living costs, visa requirements, availability, competitive application and university approval of the placement.²

For full terms and conditions please visit the extended master’s landing page.

Optional

Individual Research Project - 60 credits

We regularly review our course content, to make it relevant and current for the benefit of our students. For these reasons, course modules may be updated.

How you'll learn

Teaching and learning methods may include:

lectures
seminars
tutorials
presentations
group projects
workshops
practical laboratory sessions.

Teaching contact hours

As a full-time postgraduate student, you will study modules totalling 180 credits each academic year. A typical 30-credit module requires a total of 300 hours of study. Study hours are made up of teaching contact hours, and guided and independent study.

Teaching hours

Teaching hours may vary, depending on where you are in your studies, but on average you will have between 8 and 12 teaching and learning hours each week. You will also have the opportunity to attend optional sessions including time with a Success Coach or to meet with staff for advice and feedback.

Guided and independent study

Throughout your studies, you will be expected to spend time in guided and independent study to make up the required study hours per module. You will be digging deeper into topics, reviewing what you’ve learnt and completing assignments. This can be completed around your personal commitments. As you progress to the end of your studies, you’ll spend more time on independent learning.

Online learning

As an innovative university, we use different teaching methods, including online tools and emerging technologies. So, some of your teaching hours and assessments may be delivered online.

Assessment

This course will be assessed using a variety of methods which could vary depending on the module. Assessment methods may include:

reports
tests
essays
exams
practical coursework
assignments
viva
presentations.

The Coventry University assessment strategy aims to ensure that our courses are fairly assessed and allows us to monitor student progression towards achieving the intended learning outcomes.

Entry requirements

Typical entry requirements:

An honours degree 2:2 or above (or international equivalent) in any discipline.

We recognise a breadth of qualifications; speak to one of our advisers today to find out how we can help you.

Select your region to find detailed information about entry requirements:

You can view our full list of country specific entry requirements on our Entry requirements page.

Alternatively, visit our International hub for further advice and guidance on finding in-country agents and representatives, joining our in-country events and how to apply.

Typical entry requirements

An honours degree 2:2 or above (or international equivalent) in any discipline.

English language requirements

IELTS: 6.5 overall, with no component lower than 5.5.

If you don't meet the English language requirements, you can achieve the level you need by successfully completing a pre-sessional English programme before you start your course.

For more information on our approved English language tests visit our English language requirements page.

Fees and funding

Student	Full-time	Part-time
UK, Ireland*, Channel Islands or Isle of Man	£11,200 £1,500 professional placement fee (if placement secured)	Not available
EU	£11,200 per year with EU Support Bursary £1,500 professional placement fee (if placement secured) per year with EU Support Bursary £18,600 per year without EU Support Bursary £1,800 professional placement fee (if placement secured) per year without EU Support Bursary	Not available
International	£18,600 £1,800 professional placement fee (if placement secured)	Not available

For advice and guidance on tuition fees³and student loans visit our Postgraduate Finance page and see the university's Tuition Fee and Refund Terms and Conditions.

We offer a range of International scholarships to students all over the world. For more information, visit our International Scholarships page.

Tuition fees cover the cost of your teaching, assessments, facilities and support services. There may be additional costs not covered by this fee such as accommodation and living costs, recommended reading books, stationery, printing and re-assessments should you need them.

The following are additional costs not included in the tuition fees:

Any optional overseas ﬁeld trips or visits: £400+ per trip.
Any costs associated with securing, attending or completing a placement (whether in the UK or abroad).

*Irish student fees

The rights of Irish residents to study in the UK are preserved under the Common Travel Area arrangement. If you are an Irish student and meet the residency criteria, you can study in England, pay the same level of tuition fees as English students and utilise the Tuition Fee Loan.

**EU Support Bursary

Following the UK's exit from the European Union, we are offering financial support to all eligible EU students who wish to study an undergraduate or a postgraduate degree with us full-time. This bursary will be used to offset the cost of your tuition fees to bring them in line with that of UK students. Students studying a degree with a foundation year with us are not eligible for the bursary.

How do you know if you need to pay UK or international tuition fees?

We carry out an initial fee status assessment based on the information you provide in your application. Your fee status determines your tuition fees, and what financial support and scholarships may be available to you. The rules about who pays UK (home) or international (overseas) fees for higher education courses in England are set by the Department for Education. The regulations identify all the different categories of student who can insist on paying the home rate. The regulations can be difficult to understand, so the UK Council for International Student Affairs (UKCISA) has provided fee status guidance to help you identify whether you are eligible to pay the home or overseas rate.

If you meet all the criteria required by any one category, including any residence requirements, your institution must charge you the home rate. You only need to find one category that you fit into.

Facilities

People walking in front of a building which has a big library sign

Lanchester Library

The library is usually open 24/7, in term-time. It’s where you can access your course’s specialist Academic Liaison Librarian. It’s also home to specialist teams which can support you with your academic writing and maths and statistics questions.

Glass modern building with a spire in the background

The Hub

The Hub is the centre of student life on campus. Facilities include a food court, convenience store, multi-faith centre, medical centre, hairdresser, coffee shops and the Your SU offices. It has fully licensed function spaces and a bar.

Two people working together with a laptop in front of them

Careers and employability

Get one-on-one career and employability guidance lasting up to 36 months from the end of your course. We’ll help you find placements and graduate roles, offer CV and application checks, mentoring, skills workshops, employer events and more.

Facilities are subject to availability. Access to some facilities (including some teaching and learning spaces) may vary from those advertised and/or may have reduced availability or restrictions where the university is following public authority guidance, decisions or orders.

Careers and opportunities

Successful graduates could seek positions as:

data scientist
data analyst
data engineer
data architect
data analytics specialist
database administrator
machine learning engineer
business intelligence analyst
applied statistician.

On successful completion of this course, you will be able to:

demonstrate systematic knowledge and critical understanding of core and advanced topics in data science and its theoretical foundations.
design and evaluate computer systems for the storage, organisation, management, retrieval and processing of different types of information and sizes of datasets, including distributed systems.
use an analytical approach, statistical thinking and a comprehensive understanding of appropriate models, methods, algorithms and software tools to analyse data of a variety of types, and identify the limitations of any analysis.
demonstrate practical skills and capabilities related to employment, including working effectively and constructively as part of a team, motivating and communicating complex ideas accurately to experts and non-experts, and technical expertise with modern data science tools and technologies.
identify and apply appropriate practices within a professional, legal, social, cultural, ethical and risk management framework, including complex, inter-related, multi-faceted issues that can be found in a variety of organisations and professional contexts.
apply research skills such as planning research, and critical analysis of information from appropriate sources, demonstrate awareness of current issues and show originality in the application of knowledge where appropriate.
critically evaluate the principles for leading and developing people and entrepreneurial practice in strategic contexts.

How to apply

UK students

To apply to study for a postgraduate course at Coventry University, you can apply online. Please read the entry criteria page before applying.

Start your application

For further support or more information about your course get in touch with us today.

+44 (0)24 7765 2222

ukadmissions@coventry.ac.uk

Complete our contact form.

International students

Full-time international students should apply directly to the university. Please read our application pages to find out your next steps to apply.

How to apply

For further support for international applicants applying for postgraduate degrees view our International hub.

You can also download our international mini guide for an overview of study options and why you should study with us.

Get in touch with us today for further advice and guidance.

+44 (0)24 7765 2152

applications.io@coventry.ac.uk

Complete our contact form.

Disclaimers

Coventry University together with Coventry University London, Coventry University Wrocław, CU Coventry, CU London, CU Scarborough, and Coventry University Online come together to form part of the Coventry University Group (the University) with all degrees awarded by Coventry University.

¹Accreditations, partnerships and memberships

The majority of our courses have been formally recognised by professional bodies, which means the courses have been reviewed and tested to ensure they reach a set standard. In some instances, studying on an accredited course can give you additional benefits such as exemptions from professional exams (subject to availability, fees may apply. See the relevant body website for more details). Accreditations, partnerships, exemptions and memberships are subject to successful renewal in accordance with the relevant bodies’ standard review process and subject to the university maintaining the same high standards of course delivery. If the accreditation, recognition or membership of this course changes, we will seek to notify applicants and students as soon as possible.

Where relevant, the Chartered Management Institute (CMI) module content is undergoing assessment by the CMI to confirm that all criteria are met to the required standard. Whilst it is expected that students who successfully pass the module will be eligible to be considered by CMI for the CMI Level 7 Certificate in Strategic Management and Leadership Practice as an additional qualification, we cannot confirm this until the accreditation is approved. This is a normal part of the continuous improvement process for our courses to ensure they remain up-to-date and reflect best practice.

²UK and international opportunities

Please note that we are unable to guarantee any UK or international opportunities (whether required or optional) such as internships, work experience, field trips, conferences, placements or study abroad opportunities and that all such opportunities may be unpaid and/or subject to additional costs (which could include, but is not limited to, equipment, materials, bench fees, studio or facilities hire, travel, accommodation and visas), competitive application, availability and/or meeting any applicable travel, public authority guidance, decisions or orders and visa requirements. To ensure that you fully understand any visa requirements, please contact the International Office.

³Tuition fees

The University will charge the tuition fees that are stated in the above table for the first Academic Year of study. The University will review tuition fees each year. For UK (home) students, if Parliament permit an increase in tuition fees, the University may increase fees for each subsequent year of study in line with any such changes. Note that any increase is expected to be in line with inflation.

For international students, we may increase fees each year, but such increases will be no more than 5% above inflation. If you defer your course start date or have to extend your studies beyond the normal duration of the course (e.g. to repeat a year or resit examinations) the University reserves the right to charge you fees at a higher rate and/or in accordance with any legislative changes during the additional period of study.

⁴Facilities

Student Contract

By accepting your offer of a place and enrolling with us, a Student Contract will be formed between you and the university. A copy of the current 2024/2025 contract is available on the website for information purposes however the 2025/2026 contract will apply for the 2025/2026 intake. The Contract details your rights and the obligations you will be bound by during your time as a student and contains the obligations that the university will owe to you. You should read the Contract before you accept an offer of a place and before you enrol at the university.