🕶️ Lecture slides for the Artificial Intelligence and Advanced Analytics 2025/2026 by Xiaowan Yi

Please see the course Moodle homepage for information and links to individual units, including online assessment links.

Lectures:

  1. Monday 30th September 2025, 1400-1800: Lecture 1: Fundations of Prompt Engineering and LLMs by Kayal.
  2. Monday 6th October 2025, 1400-1800: Lecture 2: Neural networks quick recap + AI in computer vision part 1.
  3. Monday 13th October 2025, 1400-1800: Lecture 3: AI in computer vision part 2: generative models.
  4. Monday 20th October 2025, 1400-1800: Lecture 4: AI for audio .
  5. Monday 27th October 2025, 1400-1800: Lecture 5: AI for music.
  6. Monday 3rd November 2025, 1400-1800: Lecture 6: AI for 3D modelling .
  7. Monday 10th November 2025, 1400-1800: Lecture 7: AI for gaming .
  8. Monday 17th November 2025, 1400-1800: Lecture 8: AI for affective computing.
  9. Monday 24th November 2025, 1400-1800: Lecture 9: AI in recommender systems.
  10. Monday 1st December 2025, 1400-1800: Lecture 10: Multi-modal AI .
  11. Monday 8th December 2025, 1400-1800: Lecture 11: Explainable AI (XAI).
  12. Monday 12th January 2026, 1400-1800: Lecture 12: Revision .

Recommended readings:

Neural Networks and Deep Learning by Michael Nielsen

Deep Learning Book by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Other information:

Github page, web-based slides style referenced from Diploma in Apple Development 🍎👩🏻‍💻 by Joel Gethin Lewis

Slides made using Big presentation system.

Background colour of pages chosen as a result of this paper thanks to Joel Gethin Lewis, who thanks Becca Rose for bringing it to his attention.