DataEng Lab

Apache Iceberg: The Complete Guide

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About Course

Apache Iceberg is a modern table format designed for large-scale analytic datasets.
This course provides a complete, practical guide to Apache Iceberg, from core concepts to advanced features, helping you understand how Iceberg enables reliable data lakes with schema evolution, time travel, and concurrent writes.

What Will You Learn?

  • Understand Apache Iceberg’s architecture and core components
  • Learn how Iceberg manages metadata, manifests, and snapshots
  • Use schema evolution safely without breaking existing queries
  • Implement time travel and rollback using snapshots
  • Handle concurrent reads and writes reliably
  • Optimize performance with partitioning, file sizing, and compaction
  • Integrate Iceberg with Spark, Athena, and AWS Glue
  • Compare Iceberg with Hive and other legacy table formats

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