Work through 65 original scenarios in 120 minutes. The scope follows the public dbt Analytics Engineering study guide for Core 1.11, covering model development, governance, debugging, pipeline operations, tests, dependencies, and state.
These questions ask you to choose one answer from project evidence. They're selected-response practice, not official exam questions or a reproduction of every exam interaction. The official assessment uses several formats. This mock uses four-option questions in the lesson player and a shared lesson clock.
Python execution, native unit tests, grants, YAML snapshots, microbatch jobs, versioned releases, clone, retry, and the --empty and --sample flags are checked as operational scenarios here. They don't run as remote services in this browser. Read every constraint before choosing the action that addresses it.