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Columbia Campus    
2018-2019 Undergraduate Studies Bulletin 
    
 
  Mar 29, 2024
 
2018-2019 Undergraduate Studies Bulletin [Archived Catalog]

STAT 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: CSCE 582

Prerequisites: CSCE 350 and STAT 509