course_info:cis_4780
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course_info:cis_4780 [2015/02/10 23:09] – created judi | course_info:cis_4780 [2015/03/05 22:42] (current) – yxiang | ||
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- | * Unordered List Item | + | * Fluency in Java Programming |
+ | * (CIS*3750 or CIS*3760) CIS*3490, (CIS*2460 or STAT*2040), CIS*3700 | ||
== Course Topics: == | == Course Topics: == | ||
- | * Unordered List Item | + | * Constraint satisfaction problems |
+ | * Backtracking | ||
+ | * Iterative improvement | ||
+ | * Constraint propagation | ||
+ | * Limitation of logic | ||
+ | * Notation and axioms of Bayesian probability | ||
+ | * Inference with JPD | ||
+ | * Bayesian networks (BNs) | ||
+ | * Inference in BNs by variable elimination | ||
+ | * Building models as BNs | ||
+ | * Markov decision processes | ||
+ | * Reinforcement learning | ||
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== Method of evaluation: == | == Method of evaluation: == | ||
- | * Number of Assignments: | + | * Number of Assignments: |
- | * Number of Graded Labs: | + | * Number of Graded Labs: NO |
- | * Number of Quizzes: | + | * Number of Quizzes: |
- | * Formal Midterm? | + | * Formal Midterm? |
- | * Course project? | + | * Course project? |
- | * Final Exam? | + | * Final Exam? YES |
- | * Group work? | + | * Group work? NO |
* mostly programming assignments? | * mostly programming assignments? | ||
* Written documents? | * Written documents? | ||
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course_info/cis_4780.1423609742.txt.gz · Last modified: 2015/02/10 23:09 by judi