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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
Esmae
I highly recommend Cramkey Dumps to anyone preparing for the certification exam.
Mollie Apr 10, 2026
Absolutely. They really make it easier to study and retain all the important information. I'm so glad I found Cramkey Dumps.
Lois
I passed my exam with wonderful score. Their dumps are 100% valid and I felt confident during the exam.
Ernie Apr 23, 2026
Absolutely. The best part is, the answers in the dumps were correct. So, I felt confident and well-prepared for the exam.
Faye
Yayyyy. I passed my exam. I think all students give these dumps a try.
Emmeline Apr 19, 2026
Definitely! I have no doubt new students will find them to be just as helpful as I did.
Everleigh
I must say that they are updated regularly to reflect the latest exam content, so you can be sure that you are getting the most accurate information. Plus, they are easy to use and understand, so even new students can benefit from them.
Huxley Apr 12, 2026
That's great to know. So, you think new students should buy these dumps?
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