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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:
Databricks Certification
Vendor:
Databricks
Questions:
108
Last Updated:
Sep 17, 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

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Question 1

Which of the following statements regarding the relationship between Silver tables and Bronze tables is always true?

Options:

A.

Silver tables contain a less refined, less clean view of data than Bronze data.

B.

Silver tables contain aggregates while Bronze data is unaggregated.

C.

Silver tables contain more data than Bronze tables.

D.

Silver tables contain a more refined and cleaner view of data than Bronze tables.

E.

Silver tables contain less data than Bronze tables.

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Question 2

A data analysis team has noticed that their Databricks SQL queries are running too slowly when connected to their always-on SQL endpoint. They claim that this issue is present when many members of the team are running small queries simultaneously.They ask the data engineering team for help. The data engineering team notices that each of the team’s queries uses the same SQL endpoint.

Which of the following approaches can the data engineering team use to improve the latency of the team’s queries?

Options:

A.

They can increase the cluster size of the SQL endpoint.

B.

They can increase the maximum bound of the SQL endpoint’s scaling range.

C.

They can turn on the Auto Stop feature for the SQL endpoint.

D.

They can turn on the Serverless feature for the SQL endpoint.

E.

They can turn on the Serverless feature for the SQL endpoint and change the Spot Instance Policy to “Reliability Optimized.”

Question 3

A data engineer needs to create a table in Databricks using data from a CSV file at location /path/to/csv.

They run the following command:

Which of the following lines of code fills in the above blank to successfully complete the task?

Options:

A.

None of these lines of code are needed to successfully complete the task

B.

USING CSV

C.

FROM CSV

D.

USING DELTA

E.

FROM "path/to/csv"

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