Foundations of Machine Learning

Lecturer, University of Manchester, 2023

COMP61011 Foundations of Machine Learning for MSc course.

Lecturing together with Mauricio Alvarez

Lecture slides

  • Lecture 1: Introduction to Machine Learning download
  • Lecture 2: End-to-end Machine Learning Project download
  • Lecture 3: Linear Models download
  • Lecture 4: Neural Networks download
  • Lecture 5: Ensemble Methods download

Exercise sheets