Data Engineering: Pipelines, Orchestration & Reliability
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Quiz: Ingestion Mechanics — Change Data Capture

The decision tree for ingestion. Most pipelines use batch; CDC for relational sources; streaming reserved for narrow use cases.

7 minutesInteractive tutorial
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Why is Change Data Capture (CDC) superior to incremental batch querying for OLTP databases with frequent UPDATEs and DELETEs?