Machine Learning Lecture Slides Available (2017/18)

This semester my colleague and I are teaching the Machine-Learning module CS7CS4 at Trinity College Dublin. We decided to publish the lecture slides on Slideshare. The slides contain 11 lectures about machine learning, covering aspects such as an introduction to machine learning, standard machine learning algorithms (regression, support vector machines, k-means, neural networks, …), machine learning evaluation, machine learning datasets and libraries, and a probabilistic interpretation of ML algorithms.