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University of Hawaiʻi at Mānoa

May 08, 2026

2026-2027 UH Mānoa Catalog

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ECE 345 - Linear Algebra and Machine Learning

Credits: 4

(3 Lec, 1 3-hr Lab) Mathematical and algorithmic fundamentals of linear algebra and their applications and illustrations to machine learning. Lab introduces programming with data and uses machine learning libraries for an introduction to commonly used technologies.

Prerequisites: MATH 242 or MATH 252A or consent.
Grade Option: A-F only.
Major Restrictions: MATH, CENG, EE, CE, ME, ICS majors only.