MSc Data Science and Analytics

1 Year On Campus Masters Program

Cardiff University

Program Overview

The MSc Data Science and Analytics equips students with the skills to extract insights from complex datasets, preparing them for roles in data-intensive industries. Ideal for graduates from quantitative disciplines, the program combines theoretical foundations with practical applications in data science.


Curriculum Structure
Students engage in core modules such as Information Processing in Python, Statistical Methods, and Optimisation Methods. These modules provide foundational knowledge in data processing, statistical analysis, and optimisation techniques.
Building upon the first term, students delve into advanced topics with modules like Pattern Recognition and Data Mining. This phase emphasizes the application of machine learning algorithms and data mining techniques to real-world problems.

Focus areas: "Data processing, statistical analysis, optimization, machine learning, data mining, independent research"
Learning outcomes: "Develop proficiency in data processing and statistical analysis; apply machine learning algorithms to data; conduct independent research in data science"
Professional alignment (accreditation): "Aligns with industry standards in data science; prepares graduates for roles in data analytics, machine learning, and research"
Reputation (employability rankings): "Cardiff University is recognized for its strong emphasis on research and employability, with graduates from this program well-equipped for careers in data science and analytics"

Experiential Learning (Research, Projects, Internships etc.)

 You'll be based in the Abacws building, our stunning new £45.5 million home for the School of Computer Science and Informatics, which is purpose-built to foster collaboration and provide a world-class environment for innovation and hands-on experimentation.

Your learning is built around applying advanced theory to solve real-world problems, supported by exceptional resources:

  • State-of-the-Art Specialist Laboratories: You will have direct access to our suite of specialist labs within the Abacws building. This includes the Data Science Lab, the Cyber Security Lab with its isolated network for ethical hacking and digital forensics work, and the Human-Centred Computing Lab for practical work in UX and interactive systems.

  • Industry-Standard & Research Software: You will gain hands-on experience with the tools that drive innovation. This includes data science and deep learning platforms like Python with TensorFlow and PyTorch, big data tools like Apache Spark, and professional environments for software engineering, simulation, and secure systems development.

  • Research-Led Teaching & Group Projects: You'll be taught by active researchers from groups like the Artificial Intelligence Research Group and the Security, Privacy and Human-Centred Computing Research Group. A core part of your experience will involve collaborative projects, tackling challenges that mirror the cutting-edge work happening in our research centres.

  • Substantial Individual MSc Project: The programme culminates in a significant individual research project. This is your opportunity to work deeply on a specialist topic of your choice, often supervised by one of our research experts, to create a substantial and impressive piece of work for your professional portfolio.

  • High-Performance Computing (HPC) Resources: For projects requiring significant computational power, such as processing large datasets or running complex simulations, you will have access to the University's Advanced Research Computing (ARCCA) facilities, including the supercomputer Hawk.

Progression & Future Opportunities

Graduates of Cardiff University's MSc Data Science and Analytics program are well-equipped for diverse roles such as Data Scientist, Data Analyst, Machine Learning Engineer, and IT Consultant. The program combines theoretical foundations with practical experience, enabling graduates to meet growing industry demand for skilled data professionals:

  • The university’s Careers and Employability Service provides tailored support including career coaching, internship sourcing, industry networking events, and assistance with job applications to enhance graduate employability.

  • Cardiff has strong employment statistics, with high placement rates and graduates commanding competitive salaries in sectors like finance, technology, healthcare, and government.

  • Partnerships with prominent organizations such as the Office for National Statistics, Lloyds Banking Group, and British Airways enrich student experience through real-world projects and collaborations.

  • The MSc is accredited by professional bodies like BCS and IET, providing long-term recognition and supporting Chartered status eligibility.

  • Graduation outcomes show alumni successfully transitioning into key data roles across multiple industries, often progressing to leadership or specialist positions.

Further Academic Progression: Graduates may pursue a PhD or research degrees in data science, artificial intelligence, or applied analytics to deepen expertise. Additional professional certifications or advanced study in areas such as cloud computing, cybersecurity, or specialized machine learning also support career advancement.

Program Key Stats

£32,450 (Annual cost)
£
£ 29
Sept Intake : 7th Sep


75 %
No
Yes

Eligibility Criteria


N/A
N/A
N/A
N/A
6.5
90
2:2
1280
23

Additional Information & Requirements

Career Options

  • Data Scientist
  • Data Analyst
  • Business Intelligence Analyst
  • Analytics Consultant
  • Data Engineer
  • Machine Learning Engineer

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