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Building a Student 360 View with SageMaker Data Agent, Databricks Unity Catalog and S3 Tables -- Without Moving a Single Row of Data

  • Writer: David McAmis
    David McAmis
  • Mar 11
  • 1 min read

Updated: 4 days ago



Universities can build a Student 360 view, combining student information system data in Databricks Unity Catalog with learning management data in Amazon S3 tables — without moving or duplicating data. Using catalog federation and Amazon SageMaker Unified Studio, institutions can query across federated datasets through natural language with Data Agent, enabling early intervention, improved retention, and personalized learning at scale.


From the AWS Builder Center blog:

 
 

© 2026 by David McAmis

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