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Artificial Intelligence and Machine Learning RV College of Engineering Go, change the world Dr Soumya A Assoc Professor Department of Computer Science & Engg, RV College of Engineering, Bengaluru. Unit-III AI&ML- Knowledge Representation and Probalistic Reasoning 1
Knowledge representation: Ontological Engineering; Categories and Objects; Events; Mental events and Mental objects; Reasoning system for categories; Probabilistic reasoning: Representing knowledge in an uncertain domain; Semantics of Bayesian Networks; Efficient representation of conditional distributions; Exact inference in Bayesian Networks; Approximate inference in Bayesian Networks; RV College of Engineering Unit-III Knowledge representation and Probabilistic reasoning Go, change the world Unit-III AI&ML- Knowledge Representation and Probalistic Reasoning 2
Knowledge representation: Ontological Engineering; Categories and Objects; Events; Mental events and Mental objects; Reasoning system for categories; Probabilistic reasoning: Representing knowledge in an uncertain domain; Semantics of Bayesian Networks; Efficient representation of conditional distributions; Exact inference in Bayesian Networks; Approximate inference in Bayesian Networks; RV College of Engineering Unit-III Knowledge representation and Probabilistic reasoning Go, change the world Unit-III AI&ML- Knowledge Representation and Probalistic Reasoning 3

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