Statistical Methods for Anomaly Detection — Roadmap Step & Resources
Threshold-based and distribution-based approaches
- Level: beginner
- Estimated time: 1 days
- Roadmap: Data Quality, Governance & Observability
Before this step
Study resources
- dbt Documentation (Article) — Official documentation for dbt, including its built-in data testing and lineage features. Background reading/viewing for: Statistical Methods for Anomaly Detection.
- Great Expectations Documentation (Article) — Official documentation relevant to statistical data quality checks. Relevant to: Statistical Methods for Anomaly Detection.
Part of
- Anomaly Detection for Data — section
- Data Quality, Governance & Observability roadmap — the full learning path