Mar 28, 2024  
2015-2016 Catalog 
    
2015-2016 Catalog [ARCHIVED CATALOG]

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CSE 176: Machine Learning


[4 units]

Survey of techniques for the development and analysis of software that learns from experience. An introduction to computational learning theory. Bayesian approaches to learning. Instance-based methods and case-based learning. Decision tree learning. Inductive logic. Artificial neural networks. Kernel methods. Reinforcement learning. Learning from demonstrations and explicit instruction.

Prerequisite: MATH 032  and CSE 175 . Laboratory included.


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