Statcast Schema And Data Cleaning
Confirm listed prerequisites for this track before starting.
This phase: open and complete all 10 linked lessons; pass each lesson's Final Mastery Checkpoint when present before marking complete.
0/10 lessons complete
- Lessons unlock in order after prior lessons are completed.
- Self-paced. Phase length scales with lesson count; backend catalog stores per-lesson minute estimates for dashboard scale.
Unit lessons
Open available lessons below. Locked lessons automatically unlock as you complete prior steps.
- 1Statcast Table Structure And Core FieldsAvailable now
- 2Type Systems, Units, And Semantic ConsistencyComplete prior lessons in this unit to unlock.
- 3Event-Level Data Sources And Measurement PipelinesComplete prior lessons in this unit to unlock.
- 4Data Quality Audits And Rule ChecksComplete prior lessons in this unit to unlock.
- 5Join Strategies For Context EnrichmentComplete prior lessons in this unit to unlock.
- 6Metric Reliability Across Parks Eras And SensorsComplete prior lessons in this unit to unlock.
- 7Time Alignment Across Events And MetadataComplete prior lessons in this unit to unlock.
- 8Cleaning Pipelines And Reproducible TransformsComplete prior lessons in this unit to unlock.
- 9Versioning Datasets For RepeatabilityComplete prior lessons in this unit to unlock.
- 10Data Cleaning Practicum With QA ChecklistComplete prior lessons in this unit to unlock.