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It's Your Data, Master It.
Data Versioning and Schema Evolution with Iceberg
Overview
Skills Needed
Learn to manage data versioning and schema evolution with Iceberg. Explore rollback mechanisms, schema updates, and data consistency with Iceberg.
Intermediate knowledge of data management concepts
Understanding of schema management
Outline
Introduction to Data Versioning
Implementing Rollback Mechanisms
Handling Schema Changes
Ensuring Data Consistency
Versioned Data Querying
Managing Backward and Forward Compatibility
Integrating with Schema Registries
Schema Evolution Best Practices
Testing and Validating Schema Changes
Case Studies in Data Versioning with Iceberg
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