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Nov 26, 2024
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2023-2024 General Catalog ARCHIVED CATALOG: To search archives, MUST use search box to left. Current catalog: catalog.usu.edu.
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STAT 5645 - Mathematical Methods for Data Science
3 credit(s)
This course provides an in-depth overview of important mathematical principles and methods that underlie state-of-the art data science, statistical, and machine learning methods with a focus on linear algebra and multivariate calculus and their data science applications. Additional coursework is required for those enrolled in the graduate-level course.
Prerequisite(s): Graduate standing or: MATH 1210 ; STAT 3000 or MATH 5710
Prerequisite Recommendation(s): MATH 1220 and MATH 2270 are recommended; Experience programming in Python, R, or Matlab is essential for success in the course
Cross-listed as: MATH 5645
Dual-listed as: STAT 6645
Repeatable for credit: No
Grade Mode: Standard
Course changes effective: Summer 2022
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