STAT438 SPORTS DATA SCIENCE
| Course Code: | 2460438 |
| METU Credit (Theoretical-Laboratory hours/week): | 3 (3.00 - 0.00) |
| ECTS Credit: | 7.0 |
| Department: | Statistics |
| Language of Instruction: | English |
| Level of Study: | Undergraduate |
| Course Coordinator: | |
| Offered Semester: | Spring Semesters. |
Course Objectives
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