Amazon SageMaker Unified Studio now supports data profiling and anomaly detection
News
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.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Aug 3
2026
2026
Amazon SageMaker Unified Studio now supports Teradata Vantage
May 21
2026
2026
Amazon SageMaker Unified Studio now supports data quality rule authoring and evaluation
Jul 22
2026
2026
Amazon SageMaker Unified Studio now supports Amazon OpenSearch
Jul 21
2026
2026
Amazon SageMaker Unified Studio adds custom visual transforms
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.