Undergraduate Machine Learning 4: Introduction to Probability, Linear Algebra and PageRank

Introduction to conditional probability, matrix representation of discrete probabilities, Bayes rule and examples, such as pagerank for web search and medical diagnosis. The slides are available here: ~nando/340-2012/ This machine learning course was taught in 2012 at UBC by Nando de Freitas