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Lakehouse Monitoring - Profiling, Diagnosing, and Enforcing Data Quality with Intelligence

Offered By: Databricks via YouTube

Tags

Databricks Courses Data Governance Courses Data Pipelines Courses Machine Learning Models Courses Data Profiling Courses Unity Catalog Courses

Course Description

Overview

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Discover how to monitor data pipelines and ML models effectively using Databricks Lakehouse Monitoring in this 42-minute conference talk. Learn about the integration with Unity Catalog for tracking quality alongside governance, and explore continuous data profiling to stay ahead of potential issues. Gain insights into democratizing and establishing trust in your data through intelligent prevention of quality issues. Presented by Jacqueline Li and Kasey Uhlenhuth from Databricks, this talk demonstrates the simplicity of implementing monitoring for smoother pipeline runs and sustained ML model effectiveness. Explore additional resources on Data, Analytics, and AI Governance, and connect with Databricks through various social media platforms for more information.

Syllabus

Lakehouse Monitoring GA: Profiling, Diagnosing, and Enforcing Data Quality with Intelligence


Taught by

Databricks

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