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
