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Guide for dbt Analytics Engineering Certification

Quiz dbt Analytics Engineering Certification

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/ 10

Quiz

1/10
What is the role of the dbt snapshot command in dbt workflows?
Select the answer
1 correct answer
A.
To generate documentation for the dbt project
B.
To create a backup of the dbt project
C.
To execute specific dbt models
D.
To capture a snapshot of the data in the warehouse

Quiz

2/10
Describe the purpose and functionality of the dbt source freshness command.
Select the answer
1 correct answer
A.
To generate documentation for the dbt project
B.
To execute specific dbt models
C.
To create a backup of the dbt project
D.
To calculate freshness information for all of the sources in your project

Quiz

3/10
Select the valid methods for configuring incremental models in dbt. (Select all that apply)
Select the answer
3 correct answers
A.
Using the partition_by field to partition the data by a specific column
B.
Defining a where clause to filter incremental updates
C.
Using the materialized field with the value incremental
D.
Specifying the unique_key field to determine uniqueness in the data

Quiz

4/10
What is the purpose of the dbt deps command in the dbt workflow?
Select the answer
1 correct answer
A.
To deploy dbt models to
B.
To download and install dependencies required for a dbt project
C.
To check for syntax errors in dbt models
D.
To generate documentation for dbt models

Quiz

5/10
How are dbt hooks utilized in the dbt workflow?
Select the answer
1 correct answer
A.
Generating documentation for dbt models
B.
Executing pre- and post-model actions
C.
Scheduling and executing dbt jobs
D.
Defining column-level transformations

Quiz

6/10
How is the {{ config(...) }} syntax utilized within dbt models files?
Select the answer
1 correct answer
A.
To execute SQL queries within the model
B.
To define custom macros for the model
C.
To create specific configurations for that model
D.
To specify column-level transformations in the model

Quiz

7/10
How do dbt Packages contribute to the dbt ecosystem?
Select the answer
1 correct answer
A.
To install additional dependencies for dbt
B.
To modularize and share reusable code across dbt projects
C.
To schedule and execute dbt jobs
D.
To generate automated documentation for dbt models

Quiz

8/10
How is the {{ source(...) }} syntax used in a dbt model?
Select the answer
1 correct answer
A.
Executes a SQL query within the model
B.
Defines the columns for the model
C.
References a specific source defined in the sources.yml file
D.
Generates documentation for the model

Quiz

9/10
In a dbt project, you need to create an intermediate model that calculates complex metrics for use in multiple other models. Which materialization option should you use for this intermediate model?
Select the answer
1 correct answer
A.
incremental
B.
ephemeral
C.
view
D.
table

Quiz

10/10
What is a semantic layer in the context of dbt?
Select the answer
1 correct answer
A.
A layer that contains SQL queries for data transformation
B.
A logical abstraction that defines business concepts and relationships
C.
A physical layer that stores raw data in its original form
D.
A layer used for scheduling and executing dbt jobs
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Info quiz:

  • Quiz name:dbt Analytics Engineering Certification
  • Total number of questions:344
  • Number of questions for the test:50
  • Pass score:80%

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