Basic knowledge in probability and first course in statistics such as ST202 or equivalent Probability ... The course will introduce the basic principles and algorithms used in Bayesian machine ...

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 ...

Saria, part of Business Insider's 2024 AI Power List, directs the machine learning and healthcare lab at Johns Hopkins University and is the founder and CEO of the AI startup Bayesian Health.

final-year undergraduate or graduate-level students of applied statistics, and practising statisticians. It is both for learning and for reference. This third edition expands upon topics such as ...

Priority is given to Department of Statistics students ... covered in probabilistic machine learning. Several techniques that are probabilistic in nature are introduced and standard topics are ...