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AI Foundations
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Ch 38: Data Catalogs & Table Formats
Azure AI/ML Platform
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In this chapter
Why Catalogs Matter
Apache Iceberg
Delta Lake
Apache Hudi
DuckLake
Format Decision Framework
Metadata Layer
Catalog Architectures
AWS+Databricks+Snowflake
Multi-Cloud Sovereignty
Migration Paths
External Vendors
Case Studies
Lakehouse-on-Catalog
Exercise
Answers