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Great Expectations

MLOps Freemium

Great Expectations is an open-source data quality and validation framework for data pipelines and ML workflows. Define expectations about your data as tests, run them against any data source, and generate human-readable documentation of data quality results. Integrates with Airflow, dbt, Spark, and cloud data warehouses. Used by data engineering and ML teams to prevent bad data from corrupting model training runs and production predictions, catching data quality issues before they impact downstream systems.

💰 Pricing
Freemium
📂 Category
MLOps
🏷️ Tags
data quality, data validation, open-source, data pipelines, ML data
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