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  1. Home to just over 8,000 undergraduate students, learn from leading academics and immerse yourself in your chosen field whilst exploring additional subjects through our flexible degree structure. With 41% of our student body coming from outside of the UK, St Andrews provides a truly diverse and vibrant student community with a global outlook.

  2. Flexible online postgraduate courses. Discover personalised online education from St Andrews. Our tailored online courses are designed to allow you to achieve your potential, to expand your knowledge and skills, and advance your career. Learn at a pace and in a way that suits you, wherever you are.

  3. Course search. All results (284) Pre-degree (27) Undergraduate (150) Postgraduate (98) Short course (8) 284 results found. Clear search. Show 10. Sort by Relevance. Introduction: End-to-End Machine Learning. Machine learning workflows are key to effective data science.

  4. Before beginning a degree or programme at the University, you can read about the different degree routes, programmes, Faculties and Schools. Undergraduate Find out about study options for undergraduates, including the variety of entry points and our flexible degree structure.

  5. Online. Undergraduate study. Masters study. Research degrees. Part-time study. Foundation degrees. Online short courses with St Andrews. Develop your professional skills with our self-paced online short courses delivered by world-leading academics. Explore courses.

  6. At the University of St Andrews, our degree programmes are designed to allow flexible study options for all students. The structure of our degrees allows you the opportunity to change the emphasis or subject of your degree throughout the first two years of study.

  7. The University recognises the following qualifications for undergraduate entry. Specific grades are dependent on each programme. SQA Highers: BBBB to AAAAB; A-Level: ABB to A*A*A; International Baccalaureate (IB): 36 (HL 6,5,5) to 38 (HL 6,6,6 plus SL 6,6,6).