Mar 16, 2026  
2025-2026 UH Mānoa Catalog 
  
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2025-2026 UH Mānoa Catalog

ECE 445 - Introduction to Machine Learning

Credits: 3

Foundation for algorithms, practice, and theory behind common machine-learning applications. Includes projects, statistical programming, and an introduction to the unique challenges of high-dimensional problems.

Prerequisites: ECE 342  (or equivalent) and MATH 307  (or equivalent).
Grade Option: A-F only.
Major Restrictions: EE, CENG, CEE, ME, MATH, ICS majors only.