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Columbia Campus    
2019-2020 Undergraduate Studies Bulletin 
  Mar 29, 2023
2019-2020 Undergraduate Studies Bulletin

CSCE 582 - Bayesian Networks and Decision Graphs

Credits: 3

Normative approaches to uncertainty in artificial intelligence. Probabilistic and causal modeling with Bayesian networks and influence diagrams. Applications in decision analysis and support. Algorithms for probability update in graphical models.

Cross-listed Course: STAT 582

Prerequisites: CSCE 350; STAT 509 or STAT 515