Courses of Study 2022-2023 
    
    Mar 29, 2024  
Courses of Study 2022-2023 [ARCHIVED CATALOG]

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CS 6241 - [Numerical Methods for Data Science]


     
Spring. Not offered: 2022-2023. Next offered: 2023-2024. 3 credits. Student option grading.

Prerequisite: strong background in linear algebra, prior exposure to numerical methods.

A. Benson.

A discussion of numerical methods in the context of data analysis, machine learning, and network science problems. The course will focus on matrix and tensor decompositions, numerical algorithms for graph data, least squares, regression, and iterative methods.



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