Expert Answers to Databricks Exam Databricks-Certified-Data-Engineer-Associate Questions

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Databricks Certification Databricks Certified Data Engineer Associate Exam

Databricks Certified Data Engineer Associate Exam

Last Update Feb 1, 2026
Total Questions : 153

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Questions 2

Which of the following describes a scenario in which a data engineer will want to use a single-node cluster?

Options:

When they are working interactively with a small amount of data

When they are running automated reports to be refreshed as quickly as possible

When they are working with SQL within Databricks SQL

When they are concerned about the ability to automatically scale with larger data

When they are manually running reports with a large amount of data

Discussion 0

Questions 3

A data engineer is attempting to drop a Spark SQL table my_table and runs the following command:

DROP TABLE IF EXISTS my_table;

After running this command, the engineer notices that the data files and metadata files have been deleted from the file system.

Which of the following describes why all of these files were deleted?

Options:

The table was managed

The table's data was smaller than 10 GB

The table's data was larger than 10 GB

The table was external

The table did not have a location

Discussion 0

Questions 4

Which of the following data workloads will utilize a Gold table as its source?

Options:

A job that enriches data by parsing its timestamps into a human-readable format

A job that aggregates uncleaned data to create standard summary statistics

A job that cleans data by removing malformatted records

A job that queries aggregated data designed to feed into a dashboard

A job that ingests raw data from a streaming source into the Lakehouse

Discussion 0

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Questions 5

Which of the following is hosted completely in the control plane of the classic Databricks architecture?

Options:

Worker node

JDBC data source

Databricks web application

Databricks Filesystem

Driver node