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Centre for Doctoral Training in Machine Learning Systems at The University of Edinburgh - UCAS

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2025 - 2026
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Course summary

Machine Learning (ML) has a great impact on our daily lives. Developments in ML are built on improved systems that can train and generate increasingly powerful models. Systems design greatly impacts ML performance and capability. Major advancements are made when ML and systems are developed and optimised together. This is relevant across many industries such as:

  • in-car systems
  • medical devices
  • mobile phones
  • sensor networks
  • condition monitoring systems
  • high-performance computing
  • the creative industries
  • patient care
  • social networking
  • high-frequency trading
However, PhD training that combines systems and ML is rare as research training is often separated into individual sub-disciplines. Instead, we need researchers trained in both fields and experienced in working across them. This ML Systems PhD involves training collaborative researchers with experience across systems and ML. The programme is about machine learning that works to deliver for a need. It involves a holistic view of machine learning and systems that includes both a user-centric approach and an understanding of how to make things work.

Modules

See the University of Edinburgh website for detailed programme information.

Entry requirements

Entry requirements for individual programmes vary, so please check the details for the specific programme you wish to apply for on the University of Edinburgh website. You will also need to meet the University’s language requirements.

Fees and funding

Tuition fees

No fee information has been provided for this course

Tuition fee status depends on a number of criteria and varies according to where in the UK you will study. For further guidance on the criteria for home or overseas tuition fees, please refer to the UKCISA website .

Additional fee information

Tuition fees vary between degree programmes. Find the specific fees for your chosen programme on our website.
Centre for Doctoral Training in Machine Learning Systems at The University of Edinburgh - UCAS