Academic Catalog

STAT438 SPORTS DATA SCIENCE

Course Code: 2460438
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 7.0
Department: Statistics
Language of Instruction: English
Level of Study: Undergraduate
Course Coordinator:
Offered Semester: Spring Semesters.

Course Content

Introduction to Sports Data Science; Exploring and Interpreting Sports Data; Collecting. Processing. and Preparjng Sports Data; Descriptive Statistics in Sports; Performance Metrics for Players and Teams; Statistical Models and Methods for Data Science to Analyze Performance Metrics; Machine Learning Techniques for Predictions in Sports; Data Visua!ization and Best Practices in Data Science for Sports; Sports Marketing; Challenges in Sports Analytics