Databricks Databricks-Certified-Data-Analyst-Associate Actual Free Exam Questions & Community Discussion

Exam Code/Number: Databricks-Certified-Data-Analyst-Associate
Exam Name/Title: Databricks Certified Data Analyst Associate Exam
Certification Provider: Databricks
Corresponding Certification: Data Analyst

Exam Questions: 67
Updated On: Jun 02, 2026

Question #22

How can a data analyst determine if query results were pulled from the cache?

A. Go to the Query History tab and click on the text of the query. The slideout shows if the results came from the cache.

B. Go to the Queries tab and click on Cache Status. The status will be green if the results from the last run came from the cache.

C. Go to the Data tab and click Last Query. The details of the query will show if the results came from the cache.

D. Go to the Alerts tab and check the Cache Status alert.

E. Go to the SQL Warehouse (formerly SQL Endpoints) tab and click on Cache. The Cache file will show the contents of the cache.

Discussion 0

Correct Answer: A Vote an answer

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Question #23

Delta Lake stores table data as a series of data files, but it also stores a lot of other information.
Which of the following is stored alongside data files when using Delta Lake?

A. None of these

B. Table metadata

C. Data summary visualizations

D. Owner account information

E. Table metadata, data summary visualizations, and owner account information

Discussion 0

Correct Answer: B Vote an answer

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Question #24

A data analyst has recently joined a new team that uses Databricks SQL, but the analyst has never used Databricks before. The analyst wants to know where in Databricks SQL they can write and execute SQL queries.
On which of the following pages can the analyst write and execute SQL queries?

A. Queries page

B. Alerts page

C. Data page

D. SQL Editor page

E. Dashboards page

Discussion 0

Correct Answer: D Vote an answer

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Question #25

Which of the following statements about a refresh schedule is incorrect?

A. Refresh schedules can be configured in the Query Editor.

B. You must have workspace administrator privileges to configure a refresh schedule

C. A refresh schedule is not the same as an alert.

D. A query can be refreshed anywhere from 1 minute lo 2 weeks

E. A query being refreshed on a schedule does not use a SQL Warehouse (formerly known as SQL Endpoint).

Discussion 0

Correct Answer: B Vote an answer

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Question #26

A data analyst needs to use the Databricks Lakehouse Platform to quickly create SQL queries and data visualizations. It is a requirement that the compute resources in the platform can be made serverless, and it is expected that data visualizations can be placed within a dashboard.
Which of the following Databricks Lakehouse Platform services/capabilities meets all of these requirements?

A. Databricks SQL

B. Databricks Notebooks

C. Delta Lake

D. Databricks Machine Learning

E. Tableau

Discussion 0

Correct Answer: A Vote an answer

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Question #27

A data analyst is working with gold-layer tables to complete an ad-hoc project. A stakeholder has provided the analyst with an additional dataset that can be used to augment the gold-layer tables already in use.
Which of the following terms is used to describe this data augmentation?

A. Ad-hoc improvements

B. Last-mile ETL

C. Last-mile

D. Data enhancement

E. Data testing

Discussion 0

Correct Answer: D Vote an answer

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Question #28

The stakeholders.customers table has 15 columns and 3,000 rows of dat
a. The following command is run:

After running SELECT * FROM stakeholders.eur_customers, 15 rows are returned. After the command executes completely, the user logs out of Databricks.
After logging back in two days later, what is the status of the stakeholders.eur_customers view?

A. The view has been converted into a table.

B. The view is not available in the metastore, but the underlying data can be accessed with SELECT * FROM delta. `stakeholders.eur_customers`.

C. The view remains available but attempting to SELECT from it results in an empty result set because data in views are automatically deleted after logging out.

D. The view remains available and SELECT * FROM stakeholders.eur_customers will execute correctly.

E. The view has been dropped.

Discussion 0

Correct Answer: D Vote an answer

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