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dbt Labs dbt Analytics Engineering Certification Sample Questions:

1. (Multiple Select)

A) Switch to a different dbt package offering similar functionality.
B) Temporarily override the buggy macro or model within your dbt project.
C) Update the packages_yml file to point to your forked version of the package.
D) Submit an issue to the package's GitHub repository if its open-source.

2. While working on a feature branch, you need to incorporate some critical bug fixes that were merged into the main branch. Which Git commands, or combination of commands, would you use?

A) git checkout main followed by git pull
B) git rebase main
C) git merge main
D) Both B and C are viable options.

3. You want to use a YAML anchor to reuse a standard block of descriptive text within multiple models. How would you implement this?

A) YAML anchors are not directly supported in the context of dbt model and source descriptions-
B) Define a Jinja macro for the text block, and then call the macro within your descriptions.
C) Insert a YAML anchor (&) in your dbt_projectyml file and reference it in your model files.
D) Create a YAML anchor within the relevant model file where the text should be reused.

4. You're ready to integrate your feature branch into the main branch. Which scenarios would necessitate a pull request and code review process?

A) You are the only contributor to the dbt project.
B) In all dbt projects, pull requests should be mandatory.
C) You are working in a collaborative team environment with established quality control practices.
D) You are working on a personal dbt project.

5. You need a way to document relationships between raw source tables, dbt models, and downstream Bl dashboards. What type of tool would be best suited for this task?

A) A version control system
B) A data catalog
C) dbt's built-in documentation (dbt docs)
D) A data profiling tool

Solutions: