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    Columbia Campus
   
 
  Mar 18, 2025
 
2014-2015 Graduate Studies Bulletin 
  
2014-2015 Graduate Studies Bulletin [Archived Catalog]

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