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Artificial intelligenceBayesian networks are especially useful in situations with: (i) Complete knowledge and logic (ii) No uncertainty (iii) Deterministic processes (iv) Probabilistic and uncertain information20242mArtificial intelligenceExplain Bayesian Networks and their role in handling uncertainty.20257mMACHINE LEARNINGDefine how Bayesian networks and Markov random fields are used to represent probability distributions, and briefly describe the trade-offs involved in choosing one versus the other.20227mArtificial intelligenceBayesian Networks are used to handle (i) Certain knowledge (ii) Uncertain knowledge (iii) Deterministic knowledge (iv) Syntax only20252m