Introducing transforms in Elastic machine learning

Version 7.3 of the Elastic Stack introduced a powerful new feature — continuous index transforms! Transforms let you convert existing Elasticsearch indices into new summarized secondary indices, which opens doors to new insights and analytics. In the beta release, you can utilize pivot transforms to create entity-centric indices that summarize behavior by entity.


  • How to create entity-centric indices for tracking user behavior
  • Demo of transaction transform for multi-event tracking
  • Understand when transforms can be useful
  • Review the new transforms UI in Kibana and Elasticsearch APIs

Additional resources:

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Steve Dodson

Tech Lead, Distinguished Engineer


Thomas Grabowski

Product Manager


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