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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: 153 Q&A's Shared By: brianna
Question 32

A data engineer needs to ingest from both streaming and batch sources for a firm that relies on highly accurate data. Occasionally, some of the data picked up by the sensors that provide a streaming input are outside the expected parameters. If this occurs, the data must be dropped, but the stream should not fail.

Which feature of Delta Live Tables meets this requirement?

Options:

A.

Monitoring

B.

Change Data Capture

C.

Expectations

D.

Error Handling

Discussion
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Cian Oct 25, 2025
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Question 33

A data engineer needs to combine sales data from an on-premises PostgreSQL database with customer data in Azure Synapse for a comprehensive report. The goal is to avoid data duplication and ensure up-to-date information

How should the data engineer achieve this using Databricks?

Options:

A.

Develop custom ETL pipelines to ingest data into Databricks

B.

Use Lakehouse Federation to query both data sources directly

C.

Manually synchronize data from both sources into a single database

D.

Export data from both sources to CSV files and upload them to Databricks

Discussion
Question 34

A data engineer is processing ingested streaming tables and needs to filter out NULL values in the order_datetime column from the raw streaming table orders_raw and store the results in a new table orders_valid using DLT.

Which code snippet should the data engineer use?

A)

Questions 34

B)

Questions 34

C)

Questions 34

D)

Questions 34

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

Discussion
Question 35

A data engineer needs access to a table new_table, but they do not have the correct permissions. They can ask the table owner for permission, but they do not know who the table owner is.

Which of the following approaches can be used to identify the owner of new_table?

Options:

A.

Review the Permissions tab in the table's page in Data Explorer

B.

All of these options can be used to identify the owner of the table

C.

Review the Owner field in the table's page in Data Explorer

D.

Review the Owner field in the table's page in the cloud storage solution

E.

There is no way to identify the owner of the table

Discussion
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