Jun 07, 2025  
2025-2026 UH Mānoa Catalog 
  
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2025-2026 UH Mānoa Catalog

ICS 435 - Machine Learning Fundamentals

Credits: 3

Introduction to machine learning concepts with a focus on relevant ideas from computational neuroscience. Information processing and learning in the nervous system. Neural networks. Supervised and unsupervised learning. Basics of statistical learning theory.

Prerequisites: ICS 235 , or consent. Recommended: MATH 307 .
Frequency of Course (when offered): Once a year
Cross-Listed: DATA 435