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STAT 463

Baseball Analytics: Data Science and Statistical Modeling with Baseball Data

University of Illinois Urbana-Champaign 3-4 credits Statistics

Course Description

Statistical and data science techniques for baseball analytics, focusing on player evaluation, performance metrics, and modeling team wins. Emphasis is placed on data transformation, visualization, and predictive modeling. While baseball is the primary case study, the quantitative methods taught are broadly applicable to data science, business analytics, and performance evaluation across industries. A background in baseball is not required. 3 undergraduate hours. 4 graduate hours. Prerequisite: STAT 385, STAT 425, and STAT 410.

Code
STAT 463
Credits
3-4
Subject
Statistics

Programs That Include This Course

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