Lecture 09: Probability, Bayes’ Rule & Bayesian Networks in Python

Lecture 09 of Artificial Intelligence covers Uncertainty and Probability, an essential topic in AI for reasoning with incomplete and uncertain information. In this lecture, we cover: • Probability and possible worlds • Joint Probability • Conditional Probability • Independence • Random Variables • Probability Distributions • Bayes’ Rule • Bayesian Networks • Probabilistic Inference • Implementing Bayesian Networks in Python The lecture includes simple examples and Python implementation to help understand how probability is used in Artificial Intelligence. #ArtificialIntelligence #CS50AI #Probability #BayesRule #BayesianNetwork #Python #MachineLearning #AI #ComputerScience