Download Certified Data Analyst Associate.CERTIFIED-DATA-ANALYST-ASSOCIATE.ExamTopics.2025-11-07.76q.vcex

Vendor: Databricks
Exam Code: CERTIFIED-DATA-ANALYST-ASSOCIATE
Exam Name: Certified Data Analyst Associate
Date: Nov 07, 2025
File Size: 1 MB
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Demo Questions

Question 1
Which of the following layers of the medallion architecture is most commonly used by data analysts?
  1. None of these layers are used by data analysts
  2. Gold
  3. All of these layers are used equally by data analysts
  4. Silver
  5. Bronze
Correct answer: B
Explanation:
B: 7 - Mosted
B: 7 - Mosted
Question 2
Which of the following approaches can be used to connect Databricks to Fivetran for data ingestion?
  1. Use Workflows to establish a SQL warehouse (formerly known as a SQL endpoint) for Fivetran to interact with
  2. Use Delta Live Tables to establish a cluster for Fivetran to interact with
  3. Use Partner Connect's automated workflow to establish a cluster for Fivetran to interact with
  4. Use Partner Connect's automated workflow to establish a SQL warehouse (formerly known as a SQL endpoint) for Fivetran to interact with
  5. Use Workflows to establish a cluster for Fivetran to interact with
Correct answer: D
Explanation:
D: 7 - Mosted
D: 7 - Mosted
Question 3
Which of the following describes how Databricks SQL should be used in relation to other business intelligence (BI) tools like Tableau, Power BI, and looker?
  1. As an exact substitute with the same level of functionality
  2. As a substitute with less functionality
  3. As a complete replacement with additional functionality
  4. As a complementary tool for professional-grade presentations
  5. As a complementary tool for quick in-platform BI work
Correct answer: E
Explanation:
E: 5 - Mosted
E: 5 - Mosted
Question 4
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?
  1. Data page
  2. Dashboards page
  3. Queries page
  4. Alerts page
  5. SQL Editor page
Correct answer: E
Explanation:
C: 1E: 8 - Mosted
C: 1E: 8 - Mosted
Question 5
A data analyst wants to create a dashboard with three main sections: Development, Testing, and Production. They want all three sections on the same dashboard, but they want to clearly designate the sections using text on the dashboard.
Which of the following tools can the data analyst use to designate the Development, Testing, and Production sections using text?
  1. Separate endpoints for each section
  2. Separate queries for each section
  3. Markdown-based text boxes
  4. Direct text written into the dashboard in editing mode
  5. Separate color palettes for each section
Correct answer: C
Explanation:
C: 5 - MostedD: 2
C: 5 - MostedD: 2
Question 6
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?
  1. Delta Lake
  2. Databricks Notebooks
  3. Tableau
  4. Databricks Machine Learning
  5. Databricks SQL
Correct answer: E
Explanation:
E: 4 - Mosted
E: 4 - Mosted
Question 7
Which of the following should data analysts consider when working with personally identifiable information (PII) data?
  1. Organization-specific best practices for PII data
  2. Legal requirements for the area in which the data was collected
  3. None of these considerations
  4. Legal requirements for the area in which the analysis is being performed
  5. All of these considerations
Correct answer: E
Explanation:
E: 2 - Mosted
E: 2 - Mosted
Question 8
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?
  1. None of these
  2. Table metadata, data summary visualizations, and owner account information
  3. Table metadata
  4. Data summary visualizations
  5. Owner account information
Correct answer: C
Explanation:
C: 2 - Mosted
C: 2 - Mosted
Question 9
Which of the following benefits of using Databricks SQL is provided by Data Explorer?
  1. It can be used to run UPDATE queries to update any tables in a database.
  2. It can be used to view metadata and data, as well as view/change permissions.
  3. It can be used to produce dashboards that allow data exploration.
  4. It can be used to make visualizations that can be shared with stakeholders.
  5. It can be used to connect to third party BI cools.
Correct answer: B
Explanation:
B: 2 - Mosted
B: 2 - Mosted
Question 10
A data analyst created and is the owner of the managed table my_ table. They now want to change ownership of the table to a single other user using Data Explorer.
Which of the following approaches can the analyst use to complete the task?
  1. Edit the Owner field in the table page by removing their own account
  2. Edit the Owner field in the table page by selecting All Users
  3. Edit the Owner field in the table page by selecting the new owner's account
  4. Edit the Owner field in the table page by selecting the Admins group
  5. Edit the Owner field in the table page by removing all access
Correct answer: C
Explanation:
C: 3 - Mosted
C: 3 - Mosted
Question 11
A data analyst has a managed table table_name in database database_name. They would now like to remove the table from the database and all of the data files associated with the table. The rest of the tables in the database must continue to exist.
Which of the following commands can the analyst use to complete the task without producing an error?
  1. DROP DATABASE database_name;
  2. DROP TABLE database_name.table_name;
  3. DELETE TABLE database_name.table_name;
  4. DELETE TABLE table_name FROM database_name;
  5. DROP TABLE table_name FROM database_name;
Correct answer: B
Explanation:
B: 2 - Mosted
B: 2 - Mosted
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