Lecture 18: Machine Learning - K-means

March 26, 2025 (10th week of classes)

Learning from data - Machine Learning part 1: k-means clustering

In lecture 18 we will start covering some widely used and relevant machine learning algorithms.


What is machine learning?
by Sabine Hauert, University of Bristol for the Royal Society


Lecture by Hammed Akande

This year, PhD candidate Hammed Akande will be giving a lecture on this subject as part of their requirements for pedagogical training.

Download lecture: 1 slide per page

Original lecture by Pedro Peres-Neto

Download lecture: 3 slides per page and outline

Download lecture: 1 slide per page