1|Page
DATABRICKS DATA ANALYST ASSOCIATE EXAM
NEWEST 2025 ACTUAL EXAM TEST BANK| 2
VERSIONS (VERSION A & B) WITH COMPLETE 600
REAL EXAM QUESTIONS AND CORRECT VERIFIED
ANSWERS/ ALREADY GRADED A+ (BRAND NEW!!)
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. Delta Lake
B. Databricks Notebooks
C. Tableau
D. Databricks Machine Learning
E. Databricks SQL - Correct Answer - E. Databricks SQL
Which of the following is an advantage of using a Delta Lake-based data
Lakehouse over common data lake solutions?
A. ACID transactions
B. Flexible schemas
C. Data deletion
D. Scalable storage - Correct Answer - A. ACID transactions
pg. 1
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A data analyst creates a Databricks SQL Query where the result set has
the following schema: region STRING number_of_customer INT When
the analyst clicks on the "Add visualization" button on the SQL Editor
page, which of the following types of visualizations will be selected by
default?
A. Violin Chart
B. Line Chart
C. Bar Chart
D. Histogram
E. There is no default. The user must choose a visualization type. -
Correct Answer - C. Bar Chart
A data analyst has been asked to produce a visualization that shows the
flow of users through a website. Which of the following is used for
visualizing this type of flow?
A. Heatmap
B. Choropleth
C. Word Cloud
D. Pivot Table
E. Sankey - Correct Answer - E. Sankey
The data analysis team wants to perform a rapid analysis of data on the
tableau from 2 different data sources and their behavior together, what
activity would they be performing
pg. 2
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A) Data integration
B) last-mile ETL
C) Data enhancement
D) Data Blending - Correct Answer - D) Data Blending
Which layer in the medallion architecture is best suited for ad-hoc
reporting, advanced analytics, and ML?
A) Diamond Layer
B) Bronze Layer
C) Gold Layer
D) Silver Layer - Correct Answer - D) Silver Layer
What are various warehouse types available in Databricks SQL when
creating SQL Warehouse?
A) Serverless warehouse only
B) Serverless, Classic, and Pro
C) Enterprise, OnPrem and Classic
D) Classic and Pro Warehouse - Correct Answer - B) Serverless, Classic,
and Pro
For Data Ingestion in Databricks SQL using existing files, which of the
following format is not supported by Databricks?
A) Delta
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B) JSON
C) Parquet
D) Microsoft Word
E) CSV - Correct Answer - D) Microsoft Word
Which of the following option is not available on the Databricks SQL
landing page?
A) Query history
B) Partner Connect
C) Recent Queries and Dashboards
D) Blog posts
E) Documentation - Correct Answer - A) Query history
Which warehouse type supports entry-level performance features and a
limited set of Databricks SQL functionality?
A) Unity Catalog
B) Pro
C) Classic
D) Serverless - Correct Answer - C) Classic
Other than Databricks UI, what are other ways to interact with
Databricks?
A) Databricks CLI
pg. 4
DATABRICKS DATA ANALYST ASSOCIATE EXAM
NEWEST 2025 ACTUAL EXAM TEST BANK| 2
VERSIONS (VERSION A & B) WITH COMPLETE 600
REAL EXAM QUESTIONS AND CORRECT VERIFIED
ANSWERS/ ALREADY GRADED A+ (BRAND NEW!!)
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. Delta Lake
B. Databricks Notebooks
C. Tableau
D. Databricks Machine Learning
E. Databricks SQL - Correct Answer - E. Databricks SQL
Which of the following is an advantage of using a Delta Lake-based data
Lakehouse over common data lake solutions?
A. ACID transactions
B. Flexible schemas
C. Data deletion
D. Scalable storage - Correct Answer - A. ACID transactions
pg. 1
,2|Page
A data analyst creates a Databricks SQL Query where the result set has
the following schema: region STRING number_of_customer INT When
the analyst clicks on the "Add visualization" button on the SQL Editor
page, which of the following types of visualizations will be selected by
default?
A. Violin Chart
B. Line Chart
C. Bar Chart
D. Histogram
E. There is no default. The user must choose a visualization type. -
Correct Answer - C. Bar Chart
A data analyst has been asked to produce a visualization that shows the
flow of users through a website. Which of the following is used for
visualizing this type of flow?
A. Heatmap
B. Choropleth
C. Word Cloud
D. Pivot Table
E. Sankey - Correct Answer - E. Sankey
The data analysis team wants to perform a rapid analysis of data on the
tableau from 2 different data sources and their behavior together, what
activity would they be performing
pg. 2
,3|Page
A) Data integration
B) last-mile ETL
C) Data enhancement
D) Data Blending - Correct Answer - D) Data Blending
Which layer in the medallion architecture is best suited for ad-hoc
reporting, advanced analytics, and ML?
A) Diamond Layer
B) Bronze Layer
C) Gold Layer
D) Silver Layer - Correct Answer - D) Silver Layer
What are various warehouse types available in Databricks SQL when
creating SQL Warehouse?
A) Serverless warehouse only
B) Serverless, Classic, and Pro
C) Enterprise, OnPrem and Classic
D) Classic and Pro Warehouse - Correct Answer - B) Serverless, Classic,
and Pro
For Data Ingestion in Databricks SQL using existing files, which of the
following format is not supported by Databricks?
A) Delta
pg. 3
, 4|Page
B) JSON
C) Parquet
D) Microsoft Word
E) CSV - Correct Answer - D) Microsoft Word
Which of the following option is not available on the Databricks SQL
landing page?
A) Query history
B) Partner Connect
C) Recent Queries and Dashboards
D) Blog posts
E) Documentation - Correct Answer - A) Query history
Which warehouse type supports entry-level performance features and a
limited set of Databricks SQL functionality?
A) Unity Catalog
B) Pro
C) Classic
D) Serverless - Correct Answer - C) Classic
Other than Databricks UI, what are other ways to interact with
Databricks?
A) Databricks CLI
pg. 4
