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Apr 25, 2024
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CSE 176: Machine Learning
[4.0 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 or consent of instructor. Laboratory included.
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