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Practice like it's production: flags, state/defer, snapshots, materializations, and the usual gotchas.
Inline commands render as code. ASCII DAGs stay monospaced. Explanations reference real CLI flags.
Questions mirror actual dbt projects: incremental models, seeds, snapshots, sources, contracts.
Squeeze progress into coffee breaks. 10–15 minute sessions with instant feedback.
Straight answers with why it's right and why the others aren't.
Interface mimics the actual certification exam, so you get comfortable before test day.
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