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Databricks Updated Databricks-Certified-Data-Engineer-Associate Exam Questions and Answers by brianna

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Databricks Databricks-Certified-Data-Engineer-Associate Exam Overview :

Exam Name: Databricks Certified Data Engineer Associate Exam
Exam Code: Databricks-Certified-Data-Engineer-Associate Dumps
Vendor: Databricks Certification: Databricks Certification
Questions: 176 Q&A's Shared By: brianna
Question 32

A data engineer wants to reduce costs and optimize cloud spending. The data engineer has decided to use Databricks Serverless for lowering cloud costs while maintaining existing SLAs.

What is the first step in migrating to Databricks Serverless?

Options:

A.

Legacy Ingestion pipelines that include ingestion from sources API ' s, files, JDBC/ODBC connections

B.

Low frequency Bl Dashboarding and Adhoc SQL Analytics

C.

A frequently running and efficient Python-based data transformation pipeline compatible with the latest Databricks runtime and Unity Catalog

D.

A frequently running and efficient Scala-based data transformation pipeline compatible with the latest Databricks runtime and Unity Catalog

Discussion
Question 33

A data engineer that is new to using Python needs to create a Python function to add two integers together and return the sum?

Which of the following code blocks can the data engineer use to complete this task?

A)

Questions 33

B)

Questions 33

C)

Questions 33

D)

Questions 33

E)

Questions 33

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

E.

Option E

Discussion
Question 34

A data engineering project involves processing large batches of data on a daily schedule using ETL. The jobs are resource-intensive and vary in size, requiring a scalable, cost-efficient compute solution that can automatically scale based on the workload.

Which compute approach will satisfy the needs described?

Options:

A.

Databricks SQL Serverless

B.

Dedicated Cluster

C.

All-Purpose Cluster

D.

Job Cluster

Discussion
Question 35

Which of the following data workloads will utilize a Gold table as its source?

Options:

A.

A job that enriches data by parsing its timestamps into a human-readable format

B.

A job that aggregates uncleaned data to create standard summary statistics

C.

A job that cleans data by removing malformatted records

D.

A job that queries aggregated data designed to feed into a dashboard

E.

A job that ingests raw data from a streaming source into the Lakehouse

Discussion
Ayra
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Damian May 8, 2026
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Osian
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Azaan May 23, 2026
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Lois
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Ernie May 2, 2026
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Mariam
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Katie May 10, 2026
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