Statistical Data Quality Checks — Roadmap Step & Resources
Detecting distributional shifts and outliers automatically
- Level: beginner
- Estimated time: 1 days
- Roadmap: Data Quality, Governance & Observability
Before this step
Study resources
- Great Expectations Documentation (Article) — Official documentation for Great Expectations, a widely used open-source data quality testing framework. Background reading/viewing for: Statistical Data Quality Checks.
Part of
- Data Quality Testing Techniques — section
- Data Quality, Governance & Observability roadmap — the full learning path