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tutorialsDatabricks·July 25, 2023

Learn How to Reliably Monitor Your Data and Model Quality in the Lakehouse

Summary

Databricks announced lake house monitoring, a universal public preview solution designed to track data and AI asset quality directly within the unity catalog. The demonstration showed how the platform automatically generates metrics, custom dashboards, lineage-based root cause analysis, pii detection, and automated alerts for both data engineering and machine learning pipelines.

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