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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:
230
Last Updated:
Aug 18, 2026
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 data engineer streams customer orders into a Kafka topic (orders_topic) and is currently writing the ingestion script of a DLT pipeline. The data engineer needs to ingest the data from Kafka brokers to DLT using Databricks

What is the correct code for ingesting the data?

A)

B)

C)

D)

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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Question 2

Which Databricks SQL predicate correctly performs a null-safe equality comparison so that rows are matched when both sides are NULL or when both are equal non-NULL values?

Options:

A.

WHERE customer_id < = > :cid

B.

WHERE customer_id = :cid

C.

WHERE customer_id < > :cid OR customer_id IS NULL

D.

WHERE COALESCE(customer_id, ' ' ) = COALESCE(:cid, ' ' )

Question 3

A data engineer has developed a Python notebook in a Databricks workspace and configured it to run as a scheduled job to process daily sales data.

How are the storage and execution of this notebook managed within the Databricks architecture?

Options:

A.

The notebook is stored securely and encrypted in the compute plane, and the code executes in the control plane when the job runs.

B.

The notebook is stored securely and encrypted in Unity Catalog, and the code executes in Delta Lake when the job runs.

C.

The notebook is stored securely and encrypted in the control plane, and the code executes in the compute plane when the job runs.

D.

The notebook is stored unencrypted in the workspace storage bucket, and the code executes on the cluster driver node in the compute plane when the job runs.