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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:
99
Last Updated:
Apr 3, 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

A single Job runs two notebooks as two separate tasks. A data engineer has noticed that one of the notebooks is running slowly in the Job’s current run. The data engineer asks a tech lead for help in identifying why this might be the case.

Which of the following approaches can the tech lead use to identify why the notebook is running slowly as part of the Job?

Options:

A.

They can navigate to the Runs tab in the Jobs UI to immediately review the processing notebook.

B.

They can navigate to the Tasks tab in the Jobs UI and click on the active run to review the processing notebook.

C.

They can navigate to the Runs tab in the Jobs UI and click on the active run to review the processing notebook.

D.

There is no way to determine why a Job task is running slowly.

E.

They can navigate to the Tasks tab in the Jobs UI to immediately review the processing notebook.

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Question 2

An engineering manager uses a Databricks SQL query to monitor ingestion latency for each data source. The manager checks the results of the query every day, but they are manually rerunning the query each day and waiting for the results.

Which of the following approaches can the manager use to ensure the results of the query are updated each day?

Options:

A.

They can schedule the query to refresh every 1 day from the SQL endpoint's page in Databricks SQL.

B.

They can schedule the query to refresh every 12 hours from the SQL endpoint's page in Databricks SQL.

C.

They can schedule the query to refresh every 1 day from the query's page in Databricks SQL.

D.

They can schedule the query to run every 1 day from the Jobs UI.

E.

They can schedule the query to run every 12 hours from the Jobs UI.

Question 3

Which query is performing a streaming hop from raw data to a Bronze table?

A)

B)

C)

D)

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D