Dec 07, 2025  
2021-2022 Undergraduate Catalog 
    
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2021-2022 Undergraduate Catalog [NOTE!!!! THIS IS AN ARCHIVED CATALOG. FOR THE CURRENT CATALOG, GO TO CATALOG.NIU.EDU]

MATH 445 - Mathematics of Data Science

Linear algebra and optimization topics as they pertain to data science and machine learning. Emphasis placed on deep learning and neural networks. Practical experience provided on real data sets and with extensive use of computers.

Prerequisites & Notes
PRQ: MATH 240, CSCI 240 or approved equivalent, and STAT 300.

Credits: 3