May 14, 2025  
2021-2022 UNDERGRADUATE CATALOG 
    
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2021-2022 UNDERGRADUATE CATALOG [ARCHIVED CATALOG]

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MATH 3423 - Advanced Linear Algebra and Optimization

Credits: 4 Class: 4 Lab: 0
Prerequisite(s): Grade of C or better in CS 1311  and  MATH 2422 ; or  in CS 1311 , MATH 2403  and MATH 2307 ; or department approval.
This course introduces computer assisted analysis of linear algebraic and optimization problems as related to data science and computational and applied mathematics. Topics include, but are not limited to: solutions of linear systems and linear least squares, matrix factorizations, Eigenvalue methods, principal components analysis, gradient based methods, and neural networks.


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