Basic knowledge in probability and first course in statistics such as ST202 or equivalent Probability Distribution ... The course will introduce the basic principles and algorithms used in Bayesian ...
Priority is given to Department of Statistics students and those with the course ... and covers the basic algorithms covered in probabilistic machine learning. Several techniques that are ...
This project will focus on algorithms that combine machine learning with search techniques, probability, and statistics, to discover causal Bayesian Networks from data. A project in causal discovery ...