Databricks Certified Data Analyst Associate Practice Mode

Community Discussion

Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.

• Chose A0

  - Correct answer : A — Lakeflow Jobs, which orchestrates dependent tasks across ingestion, pipelines, notebooks, and ML steps on a schedule, with retries and failure alerts built in. A . Coordinating multiple heterogeneous steps in a fixed order, with retries and alerting, is precisely the orchestration role that this component fills across ingestion, pipelines, notebooks, and model-training tasks. B . Governance metadata and lineage tracking describe a cataloging function, not a scheduler, so this component cannot sequence the ingestion, pipeline, and notebook steps the scenario describes. C . A SQL analytics surface for querying finished results is a downstream consumer of the workflow's output, not the mechanism that schedules or sequences the upstream tasks that produce it. D . A storage format's transaction log records what was written and when, but it has no scheduler or dependency graph, so it cannot coordinate the ordering of separate ingestion, pipeline, and notebook tasks.