module 7 of 8
Deep dives into the techniques top scouting programs actually use, anchored in real systems and seasons. You will study Team 1678 Citrus Circuits' multi-app pipeline, learn predictive match modeling and how Statbotics estimates win probability, design custom game-specific metrics that out-resolve generic OPR/EPA, build a data-driven defense-evaluation framework (the thing OPR cannot see), and engineer a full automated analysis pipeline that joins your scouting with public APIs. Every lesson ties an advanced concept to a concrete, reproducible practice.
Advanced Techniques & Case Studies closes the Scouting & Strategy guide as module 7 of 8, after Common Mistakes & Troubleshooting. At ~245 minutes across 5 lessons it is the longest module in the guide, which runs about 21 hours end to end.
what is behind this tab
you can read them out of order, nothing is locked
words this module uses without explaining
landed on the wrong one?
This is the Scouting & Strategy one: 5 lessons, about 245 minutes. The modules below share the name over completely different material.
when it breaks, not how it works
| no. | module | lessons |
|---|---|---|
| pre | Data Foundations: Spreadsheets and Statistics | 3 |
| 01 | Scouting Fundamentals | 3 |
| 02 | Building a Scouting System | 3 |
| 03 | Data Analysis: TBA and Statbotics | 4 |
| 04 | Strategy: Picklists, Alliance Selection, and Match Play | 4 |
| 05 | Worked Examples & Mini-Projects | 5 |
| 06 | Common Mistakes & Troubleshooting | 5 |
| 07 | Advanced Techniques & Case Studiesyou are here | 5 |