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Artificial Intelligence: Foundations for Practice and Research

Welcome to Artificial Intelligence: Foundations for Practice and Research, a nationwide online training programme which has been developed by TechUPTraining, funded by EPSRC.

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Free to eligible students
Short Course
Provider:
Durham University
Course length:
8 Weeks
Delivery method:
Online
Price:
Free to eligible students
Start date: 12/01/2026
Subjects: Artificial Intelligence

This course has been designed for graduates from any discipline, resident in the UK who are curious about the world of artificial intelligence, with priority places available for those from under-served communities.

This is an intensive 8-week training programme on artificial intelligence and the foundations for practice and research delivered through a combination of:

  • Weekly live online learning, two hours per week
  • Independent study
  • Group mentoring
  • Peer support system
  • Monthly newsletter

This programme will be open to 100 learners through a choice of courses starting week commencing 12th January 2026:

  • Mondays – 9.30am-11.30am
  • Tuesdays – 12.30pm-2.30pm
  • Thursdays – 6.30pm-8.30pm

 

Throughout the course, you’ll explore the origins and foundational concepts of AI, including its historical development and philosophical questions such as “What is intelligence?”. You’ll explore key topics like ethics, bias, and responsible AI, gaining insight into current regulatory frameworks and societal impacts. Two dedicated sessions on machine learning will introduce you to various algorithm types and models. You’ll get hands-on experience working with datasets, building your own models, and applying no-code machine learning techniques in practice. 

The course also highlights how AI is being used across disciplines, showcasing cutting-edge developments in both industry and academia. You’ll learn about industry-informed practices, discover exciting career paths, and explore research opportunities, including how to apply for an EPSRC funded PhD. Plus, you’ll gain practical experience with a range of current AI tools and discover how to enhance your career potential with excellent everyday use of AI with prompt engineering frameworks. 

As well as access to first class learning TechUPTraining will also provide you with an online learning environment, peer support community and option group mentoring to ensure you get the personal support you need to complete the programme.

Topics will include (subject to change):

  • Origins and Foundational Concepts of AI
  • Ethics, Bias and Responsible AI
  • Machine Learning
  • AI in Industry
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How do I apply?

  • Applications Close: Midday, Monday 8th December, 2025
  • Places Awarded: Monday 15th December, 2025
  • Teaching Starts: WC 12th January, 2026

This application form includes several long-answer questions, including a statement of purpose, which require thoughtful and detailed responses. Please note that you will not be able to save your progress and return later, so we strongly recommend reviewing the questions in advance and preparing your answers before starting. Below is a list of the long-answer questions you may wish to prepare ahead of time:

  1. AI Training Background
    Question: Please describe the type and level of formal AI training you have received.
    (Only required if you have had previous formal training in AI.)
    Character Limit: 500
  2. Professional Experience Equivalent to Degree-Level Qualification
    Question: Please outline your professional experience that you believe is equivalent to a degree-level qualification.
    (Only required if you do not hold a degree-level qualification.)
    Character Limit: 1000
  3. Motivation and Interest in AI
    Question: Please explain your motivation for applying to this programme and describe your interest in the technology or AI sector.
    (Required for everyone.)
    Character Limit: 2500
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FAQS

To apply for a place on the programme you must meet the following criteria:

  • Interested in working in AI or engaging in AI related study at Master’s or PhD level
  • Resident and eligible to work or study in the UK (evidence to be checked on application
  • Hold a minimum of Degree level education (in any subject, inc. social sciences, business, other non-AI related technical subjects) or equivalent experience
  • Have no Artificial Intelligence training
  • Priority places are available for those who belong to the following under-served communities

Apply today and take the first step to embracing AI!

Apply Now!

TechUP works to empower the under-served and improve diversity in the tech sector. In line with this mission, the programme has been designed specifically to be flexible for the diverse needs of under-served communities, including a choice of session times and a peer support community.  

TechUPTraining programmes are developed closely with employers so not only will you be able to access live online lectures from some of the very best tutors in the UK, the course will also offer workshops and group mentoring with industry and academic mentors to further enhance your learning journey, as well as support through our peer support community. 

Free to eligible students
Short Course
Provider:
Durham University
Course length:
8 Weeks
Delivery method:
Online
Price:
Free to eligible students
Start date: 12/01/2026
Subjects: Artificial Intelligence
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