Atlas · GenAI 2026
Data Quality Management
Data quality & governance (Great Expectations, Soda)
conceptPeak: 2023Data Quality & ContractsAI consensus: 2/3
Prerequisites
- mediumSQL
Data quality checks often run as SQL assertions against data warehouses
Recommended reference
Reis, Housley (2022) Fundamentals of Data Engineering — Ch.8 on data quality; plus docs.greatexpectations.io
Notes from AI deep research
Anthropic Opus
Great Expectations, Soda. W GenAI: garbage in = hallucinations out jest dosadnie prawdziwe
OpenAI Deep Research
Zmniejsza 'garbage in → hallucinations out' [OA#40]
Related skills
- → is subcategory of: Data Engineering(1/3)
- ← is an instance of: Databricks Unity Catalog(1/3)