Probabilistic Graphical Models: Deep Dive into Reasoning Under Uncertainty
When you’re dealing with complex systems involving uncertainty—from medical diagnosis to computer vision to natural language processing—you need a framework that can represent intricate relationships between variables while handling probabilistic reasoning. Probabilistic graphical models provide exactly that: a powerful mathematical and visual language for encoding probability distributions over high-dimensional spaces. These models have revolutionized machine … Read more