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Databricks Databricks-Certified-Data-Analyst-Associate Practice Test Questions Answers

Exam Code: Databricks-Certified-Data-Analyst-Associate (Updated 118 Q&As with Explanation)
 Exam Name: Databricks Certified Data Analyst Associate Exam
 Last Update: 03-Sep-2026
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Questions Include:

  • Single Choice: 118 Q&A's

    • Databricks-Certified-Data-Analyst-Associate Overview

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    Databricks-Certified-Data-Analyst-Associate Questions and Answers

    Question # 1

    A data analyst has a series of queries in a SQL program. The data analyst wants this program to run every day. They only want the final query in the program to run on Sundays. They ask for help from the data engineering team to complete this task.

    Which of the following approaches could be used by the data engineering team to complete this task?

    A.

    They could submit a feature request with Databricks to add this functionality.

    B.

    They could wrap the queries using PySpark and use Python’s control flow system to determine when to run the final query.

    C.

    They could only run the entire program on Sundays.

    D.

    They could automatically restrict access to the source table in the final query so that it is only accessible on Sundays.

    E.

    They could redesign the data model to separate the data used in the final query into a new table.

    Question # 2

    What is used as a compute resource for Databricks SQL?

    A.

    Single-node clusters

    B.

    Downstream BI tools integrated with Databricks SQL

    C.

    SQL warehouses

    D.

    Standard clusters

    Question # 3

    A data analyst filters rows where the tags array includes the value ' sql ' using this query:

    SELECT *

    FROM main.analytics.articles

    WHERE tags = ' sql ' ;

    This query returns no results.

    How should the analyst query to filter for rows where the tags array contains ' sql ' ?

    A.

    SELECT * FROM main.analytics.articles WHERE tags IN ( ' sql ' );

    B.

    SELECT * FROM main.analytics.articles WHERE tags LIKE ' %sql% ' ;

    C.

    SELECT * FROM main.analytics.articles WHERE ' sql ' IN tags;

    D.

    SELECT * FROM main.analytics.articles WHERE array_contains(tags, ' sql ' );

    Question # 4

    Which of the following layers of the medallion architecture is most commonly used by data analysts?

    A.

    None of these layers are used by data analysts

    B.

    Gold

    C.

    All of these layers are used equally by data analysts

    D.

    Silver

    E.

    Bronze

    Question # 5

    What describes the variance of a set of values?

    A.

    Variance is a measure of how far a single observed value is from a set ot va IN

    B.

    Variance is a measure of how far an observed value is from the variable ' s maximum or minimum value.

    C.

    Variance is a measure of central tendency of a set of values.

    D.

    Variance is a measure of how far a set of values is spread out from the sets central value.

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