STT 832: Statistical Learning and Data Mining
Programming and Visualization
What You’ll Learn
Master R programming, statistical modeling, and data visualization techniques essential for sports analytics. Focus on practical implementation of statistical methods for real-world sports data challenges.
Why It’s Different
- Hands-on R programming: Build fluency in the language of sports analytics
- Real sports datasets: Work with actual team and player performance data
- Visualization focus: Create compelling charts and dashboards
- Statistical rigor: Understand when and why to use different analytical approaches
Prerequisites
Typical Workload: Programming assignments throughout the semester