Data Engineering: Pipelines, Orchestration & Reliability
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Quiz: Streaming Fundamentals & Kafka Architecture

Streaming concepts (topics, partitions, consumer groups, offsets) and when streaming is justified vs batch.

7 minutesInteractive tutorial
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Under which operational condition does adopting a scheduled micro-batch pipeline represent superior engineering judgment over deploying a Kafka cluster?