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Score Higher on Verified Databricks-Certified-Data-Engineer-Associate | Databricks Certified Data Engineer Associate Exam Questions with Answers

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  • Exam Name: Databricks Certified Data Engineer Associate Exam
  • Last Update: 05-Mar-2026
  • Questions and Answers: 159
  • Single Choice: 155 Q&A's
  • Multiple Choice: 4 Q&A's

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Databricks-Certified-Data-Engineer-Associate Questions and Answers

Question # 1

A data engineer has three tables in a Delta Live Tables (DLT) pipeline. They have configured the pipeline to drop invalid records at each table. They notice that some data is being dropped due to quality concerns at some point in the DLT pipeline. They would like to determine at which table in their pipeline the data is being dropped.

Which of the following approaches can the data engineer take to identify the table that is dropping the records?

A.

They can set up separate expectations for each table when developing their DLT pipeline.

B.

They cannot determine which table is dropping the records.

C.

They can set up DLT to notify them via email when records are dropped.

D.

They can navigate to the DLT pipeline page, click on each table, and view the data quality statistics.

E.

They can navigate to the DLT pipeline page, click on the “Error” button, and review the present errors.

Question # 2

Which method should a Data Engineer apply to ensure Workflows are being triggered on schedule?

A.

Scheduled Workflows require an always-running cluster, which is more expensive but reduces processing latency.

B.

Scheduled Workflows process data as it arrives at configured sources.

C.

Scheduled Workflows can reduce resource consumption and expense since the cluster runs only long enough to execute the pipeline.

D.

Scheduled Workflows run continuously until manually stopped.

Question # 3

A data engineer has been provided a PySpark DataFrame named df with columns product and revenue. The data engineer needs to compute complex aggregations to determine each product's total revenue, average revenue, and transaction count.

Which code snippet should the data engineer use?

A)

Databricks-Certified-Data-Engineer-Associate question answer

B)

Databricks-Certified-Data-Engineer-Associate question answer

C)

Databricks-Certified-Data-Engineer-Associate question answer

D)

Databricks-Certified-Data-Engineer-Associate question answer

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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