Applied Data Science (Conversion)
Designed for graduates from any discipline, our MSc Applied Data Science (Conversion) will help you industry-ready data science and AI skills employers are looking for.
in the region for postgraduates progressing into senior roles.
Source: Graduate Outcomes Survey 2026
Whether you're changing career or expanding your technical expertise, this conversion course in the heart of the Silicon Fen provides a practical pathway into modern data science and AI.
You’ll gain hands-on experience in programming, statistics, machine learning, data visualisation, predictive analytics and generative AI through real-world datasets, and graduate with the analytical and technical skills sought by employers across healthcare, finance, business, technology and research.
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Launch your data science career – no computing or data-related degree required
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Study and explore career opportunities in Cambridge’s ‘Silicon Fen’, a global hub for tech innovation
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Build in-demand skills such as data mining, machine learning, statistical modelling and AI
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Apply your knowledge through hands-on projects using real-life datasets and industry-relevant projects
Study at an award-winning university
We were named Times Higher Education University of the Year 2023. We've also been awarded a Gold rating in the Teaching Excellence Framework – a reflection of the outstanding education we offer our students.
Careers
Gain in-demand skills applicable to a range of careers.
This course equips you with highly marketable practical and industry-ready skills needed to thrive in today's data-driven world. You'll develop expertise in programming, data acquisition and cleaning, data visualisation, machine learning, predictive modelling, and artificial intelligence using industry-standard tools and techniques.
You'll graduate well prepared for careers in data science, AI, business analytics, healthcare, finance, technology, and research.
Graduation doesn't have to be the end of your time with us. You might decide to continue your academic career and join a research programme at ARU. Take advantage of our Alumni Scholarship and save £400 on your fees.
Teaching and modules
Develop the knowledge and practical skills needed to become a confident data scientist, whatever your previous academic background.
You'll begin by building strong foundations through Analytical Techniques and Programming with Python, before progressing to Principles of Data Mining and Machine Learning, where you'll develop predictive models and extract meaningful insights from real-world data.
In Applied Data Analysis and Research Methodology, you'll learn to analyse complex datasets using industry-standard tools and apply robust research methods to data-driven investigations.
The course culminates in the Data Analytics Major Project, where you'll independently apply the knowledge and skills gained throughout the programme to solve a real-world problem in a domain of your choice.
Modules are subject to change and availability, and may vary by location. If you have the choice of optional modules, these are indicated with a *.
- Analytical Techniques (30 credits)
- Programming with Python (30 credits)
- Principles of Data Mining and Machine Learning (30 credits)
- Applied Data Analysis and Research Methodology (30 credits)
- Data Analytics Major Project (60 credits)
Read profiles of teaching and research staff on this course.
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Professor Silvia CirsteaDeputy Head of School
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Dr Imran AhmedSenior Lecturer
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Dr Faraz JananSenior Lecturer
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Dr Mahdi Maktabdar OghazSenior Lecturer
Facilities
Enjoy a range of facilities designed to support your studies and career development.
In our dedicated computer labs, you’ll use industry-standard data science tools, including Python, machine learning frameworks and data visualisation software. You’ll develop practical skills in data analysis, AI and machine learning through hands-on projects using specialist computing facilities.
In addition, you'll have access to our extensive library and IT resources, and careers support through our Employability Service. After you graduate, you’ll have lifelong access to our Alumni Career Centre.
You can also access support, should you need it, with study skills, health and wellbeing, and more.