Probabilistic Graphical Models: A Compact Introduction

Probabilistic graphical models are widely used in medical diagnosis, fault detection, and risk prediction systems where calibrated probabilistic reasoning is critical for decision support. This Short Course was created to help Machine Learning and Artificial Intelligence professionals accomplish building robust inference systems that handle uncertainty with mathematical rigor. By completing this course, you'll master the foundational representations and algorithms that power recommendation engines, diagnostic systems, and causal inference applications across industries. By the end of this cour…