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Databricks Databricks-Certified-Data-Engineer-Associate Exam Dumps - Actual Questions Answers


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  • Last Update: Jun 25, 2025
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Databricks-Certified-Data-Engineer-Associate Questions and Answers

Question # 1

A data engineer has left the organization. The data team needs to transfer ownership of the data engineer’s Delta tables to a new data engineer. The new data engineer is the lead engineer on the data team.

Assuming the original data engineer no longer has access, which of the following individuals must be the one to transfer ownership of the Delta tables in Data Explorer?

A.

Databricks account representative

B.

This transfer is not possible

C.

Workspace administrator

D.

New lead data engineer

E.

Original data engineer

Question # 2

A data analysis team has noticed that their Databricks SQL queries are running too slowly when connected to their always-on SQL endpoint. They claim that this issue is present when many members of the team are running small queries simultaneously.They ask the data engineering team for help. The data engineering team notices that each of the team’s queries uses the same SQL endpoint.

Which of the following approaches can the data engineering team use to improve the latency of the team’s queries?

A.

They can increase the cluster size of the SQL endpoint.

B.

They can increase the maximum bound of the SQL endpoint’s scaling range.

C.

They can turn on the Auto Stop feature for the SQL endpoint.

D.

They can turn on the Serverless feature for the SQL endpoint.

E.

They can turn on the Serverless feature for the SQL endpoint and change the Spot Instance Policy to “Reliability Optimized.”

Question # 3

Which of the following describes the relationship between Bronze tables and raw data?

A.

Bronze tables contain less data than raw data files.

B.

Bronze tables contain more truthful data than raw data.

C.

Bronze tables contain aggregates while raw data is unaggregated.

D.

Bronze tables contain a less refined view of data than raw data.

E.

Bronze tables contain raw data with a schema applied.

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Databricks Databricks-Certified-Data-Engineer-Associate Exam Dumps FAQs

1. What is the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate Exam is a certification exam that assesses an individual’s ability to use the Databricks Lakehouse Platform to complete introductory data engineering tasks using SQL, Python, and tools like Delta Lake and Delta Live Tables.

2. What are the prerequisites for taking the Databricks-Certified-Data-Engineer-Associate Exam?

There are no prerequisites for taking the Databricks-Certified-Data-Engineer-Associate Exam. However, related training is highly recommended. It is also recommended that individuals have at least 6 months of hands-on experience performing the data engineering tasks outlined in the exam guide.

3. What are the key topics covered in the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate exam focuses on four main areas:

  • Databricks Lakehouse Platform: Understanding the platform's architecture, components, and capabilities.
  • ELT with Spark SQL and Python: Performing data transformations and manipulations using Spark SQL and Python for both batch and incremental processing.
  • Incremental Data Processing: Implementing strategies for efficiently processing new and updated data.
  • Production Pipelines: Building and deploying reliable data pipelines in production environments.
  • Data Governance: Understanding data security, access control, and governance best practices within Databricks.

4. How many questions are there in the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate exam consists of 45 multiple-choice questions.

5. What is the time limit for the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate exam has a time limit of 90 minutes.

6. What is the passing score for Databricks-Certified-Data-Engineer-Associate Exam?

The passing score for the Databricks-Certified-Data-Engineer-Associate exam is 70%.

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