The practical exercises, in order:

• How to Define a Programming Project
• Building a Stadium for Football Exercises
• Clean Up Some Rough Code
• How to Verify and Validate Research Code as You Work
• IO - Building a football database
• Mathematical Modeling
• Performance, in Theory
• Performance, in Practice