Jun 20, 2024  
2020-2021 Cal State East Bay Catalog 
    
2020-2021 Cal State East Bay Catalog [ARCHIVED CATALOG]

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CMPE 427 - Introduction to Machine Learning for Engineers


Units: 3
Broad introduction to classical machine learning and deep learning.  Principles of supervised, unsupervised, semi-supervised, reinforcement and fuzzy learning.  Deep learning methods and applications.  Students will gain understanding of mathematical models of major approaches and hands-on experience with industry-standard software.

Prerequisites: MATH 130; ENGR 215 or CS 301.
Possible Instructional Methods: Entirely On-ground.
Grading: A-F grading only.



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