Course Descriptions and Schedule

Please note that course schedules may be amended due to low enrollment, faculty availability, and/or other factors.

MSDS 456-DL : Sports Performance Analytics


Description

An introduction to sports performance measurement and analytics, this course reviews roles of athletes at each position in sports selected by the instructor. With a focus on the individual athlete, the course discusses the development and use of accurate assessments and variability due to factors such as body type, climate, and training regimen. The course reviews athletic performance measurements, including jumping ability, running speed, agility, and strength. Students work with player on-field and on-court performance measures. The course utilizes exploratory data analysis, predictive modeling, and presentation graphics, showing real-world implications for athletes, coaches, team managers, and the sports industry.

Prerequisites: MSDS 400-DL Math for Modelers and MSDS 401-DL Applied Statistics with R.


Winter 2025
Start/End DatesDay(s)TimeBuildingSection
01/06/25 - 03/22/25Sync Session M
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Smith, Bradley
Online
Open

Summer 2025
Start/End DatesDay(s)TimeBuildingSection
06/23/25 - 08/30/25Sync Session M
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Smith, Bradley
Online
Open
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