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YouTube

Unified Data Governance with Azure Purview

PASS Data Community Summit via YouTube

Overview

Explore Microsoft's journey in enabling cloud-scale data governance through this on-demand keynote by Raghu Ramakrishnan. Delve into the development of Azure Purview, a solution designed to accelerate organizations' data governance efforts. Learn how Azure Purview creates a comprehensive, up-to-date map of data landscapes across on-premises, multi-cloud, and SaaS systems through automated data discovery, sensitive data classification, end-to-end data lineage, and centrally managed data access controls. Discover Purview's innovations, including automated lineage extraction from SQL Server and other systems, ML training and scoring, and centralized data access control technology for cloud-scale data estates. Witness live demonstrations of Azure Purview in action, covering topics such as the Digital Feedback Loop, interdisciplinary data governance, Microsoft's GDPR compliance journey, automated data discovery and classification approaches, self-service data catalogs, Apache Atlas compatible APIs, lineage importance, SQL query static analysis, ML provenance vision, proactive governance controls, and central RBAC query workflow.

Syllabus

Intro
Digital Feedback Loop
Data Governance is becoming increasingly interdisciplinary
Microsoft Data Platform
Microsoft's Governance Journey
Microsoft GDPR Compliance with Data Map in 2021
Unified Data Governance with Azure Purview
Automated Data Discovery and Classification Approach
Purview Data Catalog for Self-Service by Knowledge Workers
Vision: Data in Microsoft Cloud is Always-Governed
Apache Atlas Compatible APIs Purview Interop and Extensibility
Why do I Care About Lineage?
SQL Query Static Analysis
Static Analysis Challenges
Static versus Runtime Query Analysis
ML Provenance Vision
Proactive Governance Controls
Central RBAC
Query Workflow

Taught by

PASS Data Community Summit

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