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Databricks Databricks-Certified-Data-Engineer-Associate Exam With Confidence Using Practice Dumps

Exam Code:
Databricks-Certified-Data-Engineer-Associate
Exam Name:
Databricks Certified Data Engineer Associate Exam
Certification:
Vendor:
Questions:
153
Last Updated:
Dec 28, 2025
Exam Status:
Stable
Databricks Databricks-Certified-Data-Engineer-Associate

Databricks-Certified-Data-Engineer-Associate: Databricks Certification Exam 2025 Study Guide Pdf and Test Engine

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Question 1

An engineering manager wants to monitor the performance of a recent project using a Databricks SQL query. For the first week following the project’s release, the manager wants the query results to be updated every minute. However, the manager is concerned that the compute resources used for the query will be left running and cost the organization a lot of money beyond the first week of the project’s release.

Which of the following approaches can the engineering team use to ensure the query does not cost the organization any money beyond the first week of the project’s release?

Options:

A.

They can set a limit to the number of DBUs that are consumed by the SQL Endpoint.

B.

They can set the query’s refresh schedule to end after a certain number of refreshes.

C.

They cannot ensure the query does not cost the organization money beyond the first week of the project’s release.

D.

They can set a limit to the number of individuals that are able to manage the query’s refresh schedule.

E.

They can set the query’s refresh schedule to end on a certain date in the query scheduler.

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Question 2

A data engineer has a Python variable table_name that they would like to use in a SQL query. They want to construct a Python code block that will run the query using table_name.

They have the following incomplete code block:

____(f"SELECT customer_id, spend FROM {table_name}")

Which of the following can be used to fill in the blank to successfully complete the task?

Options:

A.

spark.delta.sql

B.

spark.delta.table

C.

spark.table

D.

dbutils.sql

E.

spark.sql

Question 3

What is the primary function of the Silver layer in the Databricks medallion architecture?

Options:

A.

lngest raw data in its original state

B.

Validate, clean, and deduplicate data for further processing

C.

Aggregate and enrich data for business analytics

D.

Store historical data solely for auditing purposes