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This 2026-27 UH Mānoa Catalog DRAFT is currently UNDER REVISION. This draft contains UNOFFICIAL and INCOMPLETE information, as it is still being updated for its official publication in May 2026.

This Catalog was prepared to provide information and does not constitute a contract.

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University of Hawaiʻi at Mānoa

May 04, 2026

2026-2027 UH Mānoa Catalog [DRAFT]

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2026-2027 UH Mānoa Catalog [DRAFT]

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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