Jul 16, 2026  
2025-2026 UH Mānoa Catalog 
    
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2025-2026 UH Mānoa Catalog [ARCHIVED CATALOG]

ECE 645 - Machine Learning

Credits: 3

Learning theory, pattern recognition and regression; gradient based algorithms and least square algorithms; Kernel methods; Bayesian learning algorithms; ensemble learning and boosting; principal component analysis; independent component analysis, and clustering; reinforcement learning and approximate dynamic programming.

Prerequisites: ECE 342  
Major Restrictions: ECE, ME, ICS, MATH majors only.