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dbt Labs dbt Analytics Engineering Certification Exam Sample Questions (Q341-Q346):

NEW QUESTION # 341
(Multiple Select)

Answer: B,D

Explanation:
YAML cares about spelling and indentation. The others are valid parts of source definition syntax.


NEW QUESTION # 342
You receive a comment on your pull request that says, "This change could be implemented more efficiently." What are some effective ways to respond while keeping the code review process constructive?

Answer: B

Explanation:
A: Transparency about your thought process fosters collaboration. B: Requesting examples helps ensure you understand the suggestion and explore alternatives. C- Discussing trade-offs shows a well-rounded understanding of the code's impact.


NEW QUESTION # 343
You encounter the following source configuration in a dbt_project.yml file. What kind of data source does this represent?

Answer: C

Explanation:
This configuration indicates a standard data warehouse table with a freshness check and a loaded_at_field.


NEW QUESTION # 344
You've added new tests but notice they aren't failing even though you've intentionally introduced errors. What's a LIKELY cause?

Answer: B

Explanation:
Compilation is necessary for new tests to be recognized. Others are less likely, though severity thresholds could be a factor if misconfigured.


NEW QUESTION # 345
Your development environment uses a smaller-scale version of the production warehouse. You often debug issues that depend on data volume, requiring a way to temporarily "scale up" your development environment. Which strategies are feasible?

Answer: B,C,D

Explanation:
A directly addresses the resource limitation, if possible. C offers a controlled way to bring in real data. D creates a sandboxed environment within production. B is clever, but unlikely to be truly representative.


NEW QUESTION # 346
......

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