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Amazon SageMaker Unified Studio now supports data profiling and anomaly detection

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Amazon SageMaker Unified Studio now supports data profiling and anomaly detection powered by AWS Glue Data Quality.

  • Generate statistical profiles to understand data shape and completeness
  • Track how data statistics change over time
  • Anomaly detection identifies data drift without predefined thresholds
  • Dedicated Data profile tab provides on-demand and scheduled profiling
  • Available for catalog tables and data in Visual ETL jobs
  • Builds baseline of expected behavior and flags outliers

These capabilities help data stewards, engineers, and analysts monitor data quality across all AWS Regions where SageMaker Unified Studio is available.



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