
Amazon SageMaker Data Wrangler now supports role-based access control with AWS Lake Formation for EMR Hive and Presto connections, enabling secure data access and ML dataset creation.


<div><p>This article announces that Amazon SageMaker Data Wrangler now supports role-based access control for Amazon EMR using AWS Lake Formation.</p><ul><li>Enables role-based access control with AWS Lake Formation in EMR Hive and Presto connections</li><li>Administrators configure EMR role-based access and provide data access to IAM roles</li><li>Connect from SageMaker Data Wrangler to EMR using IAM role authentication and authorization</li><li>Browse S3 data lake data managed by Lake Formation and create ML datasets</li><li>Use visual interface with 300+ built-in analysis and data transformations backed by Spark</li><li>Integrate with SageMaker Autopilot for model training and SageMaker Pipeline for operationalization</li><li>Available in all regions currently supported by Data Wrangler</li></ul><p>This enhancement simplifies secure data access and preparation for machine learning by integrating Lake Formation's fine-grained access controls with SageMaker Data Wrangler's visual data preparation capabilities.</p></div>


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