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What is Bayesian Network Detailed Class Notes about?

A Bayesian Network (BN) is a graphical model that illustrates probabilistic relationships among random variables, enabling reasoning under uncertainty. It consists of nodes representing variables, directed edges indicating dependencies, and conditional probability tables (CPTs) that quantify these relationships. BNs are applied in various fields such as medicine, weather forecasting, and finance for tasks like disease diagnosis and risk prediction.

Author

marisettisricharankaushik.24.cse

Language

EN