DATABRICKS DATA ANALYST –
ASSOCIATE UPDATED EXAM 2025 PREP
COMPLETE MULTIPLE CHOICE
QUESTION BANK WITH VERIFIED
ANSWERS,DETAILED EXPLANATIONS
AND 100% GUARANTEE PASS A+ GRADE
(LATEST EDITION!!!!!!)
Which of the following approaches can be used to connect
Databricks to Fivetran for data ingestion?
A. Use Workflows to establish a SQL warehouse (formerly
known as a SQL endpoint) for Fivetran to interact with
B. Use Delta Live Tables to establish a cluster for Fivetran to
interact with
C. Use Partner Connect's automated workflow to establish a
cluster for Fivetran to interact with
D. Use Partner Connect's automated workflow to establish a
SQL warehouse (formerly known as a SQL endpoint) for
Fivetran to interact with
E. Use Workflows to establish a cluster for Fivetran to interact
with - THE CORRECT ANSWER-C. Use Partner Connect's automated
workflow to establish a cluster for Fivetran to interact with
Data professionals with varying titles use the Databricks SQL
service as the primary touchpoint with the Databricks
Lakehouse Platform. However, some users will use other
services like Databricks Machine Learning or Databricks Data
,Science and Engineering. Which of the following roles uses
Databricks SQL as a secondary service while primarily using
one of the other services?
A. Business analyst
B. SQL analyst
C. Data engineer
D. Business intelligence analyst
E. Data analyst - THE CORRECT ANSWER-C. Data engineer
A data analyst has set up a SQL query to run every four hours
on a SQL endpoint, but the SQL endpoint is taking too long to
start up with each run. Which of the following changes can the
data analyst make to reduce the start-up time for the endpoint
while managing costs?
A. Reduce the SQL endpoint cluster size
B. Increase the SQL endpoint cluster size
C. Turn off the Auto stop feature
D. Increase the minimum scaling value
E. Use a Serverless SQL endpoint - THE CORRECT ANSWER-E. Use a
Serverless SQL endpoint
A data engineering team has created a Structured Streaming
pipeline that processes data in micro-batches and populates
gold-level tables. The micro batches are triggered every minute.
A data analyst has created a dashboard based on this gold-level
data. The project stakeholders want to see the results in the
dashboard updated within one minute or less of new data
becoming available within the gold-level tables. Which of the
,following cautions should the data analyst share prior to setting
up the dashboard to complete this task?
A. The required compute resources could be costly
B. The gold-level tables are not appropriately clean for business
reporting
C. The streaming data is not an appropriate data source for a
dashboard
D. The streaming cluster is not fault tolerant
E. The dashboard cannot be refreshed that quickly - THE CORRECT
ANSWER-A. The required compute resources could be costly
Which of the following approaches can be used to ingest data
directly from cloud-based object storage?
A. Create an external table while specifying the DBFS storage
path to FROM
B. Create an external table while specifying the DBFS storage
path to PATH
C. It is not possible to directly ingest data from cloud-based
object storage
D. Create an external table while specifying the object storage
path to FROM
E. Create an external table while specifying the object storage
path to LOCATION - THE CORRECT ANSWER-E. Create an external
table while specifying the object storage path to LOCATION
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?
A. Separate endpoints for each section
B. Separate queries for each section
C. Markdown-based text boxes
D. Direct text written into the dashboard in editing mode
E. Separate color palettes for each section - THE CORRECT ANSWER-C.
Markdown-based text boxes
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 - THE CORRECT ANSWER-E. Databricks SQL
A data analyst is attempting to drop a table my_table. The
analyst wants to delete all table metadata and data. They run
the following command: DROP TABLE IF EXISTS my_table;
While the object no longer appears when they run SHOW
TABLES, the data files still exist. Which of the following
describes why the data files still exist and the metadata files
were deleted?
ASSOCIATE UPDATED EXAM 2025 PREP
COMPLETE MULTIPLE CHOICE
QUESTION BANK WITH VERIFIED
ANSWERS,DETAILED EXPLANATIONS
AND 100% GUARANTEE PASS A+ GRADE
(LATEST EDITION!!!!!!)
Which of the following approaches can be used to connect
Databricks to Fivetran for data ingestion?
A. Use Workflows to establish a SQL warehouse (formerly
known as a SQL endpoint) for Fivetran to interact with
B. Use Delta Live Tables to establish a cluster for Fivetran to
interact with
C. Use Partner Connect's automated workflow to establish a
cluster for Fivetran to interact with
D. Use Partner Connect's automated workflow to establish a
SQL warehouse (formerly known as a SQL endpoint) for
Fivetran to interact with
E. Use Workflows to establish a cluster for Fivetran to interact
with - THE CORRECT ANSWER-C. Use Partner Connect's automated
workflow to establish a cluster for Fivetran to interact with
Data professionals with varying titles use the Databricks SQL
service as the primary touchpoint with the Databricks
Lakehouse Platform. However, some users will use other
services like Databricks Machine Learning or Databricks Data
,Science and Engineering. Which of the following roles uses
Databricks SQL as a secondary service while primarily using
one of the other services?
A. Business analyst
B. SQL analyst
C. Data engineer
D. Business intelligence analyst
E. Data analyst - THE CORRECT ANSWER-C. Data engineer
A data analyst has set up a SQL query to run every four hours
on a SQL endpoint, but the SQL endpoint is taking too long to
start up with each run. Which of the following changes can the
data analyst make to reduce the start-up time for the endpoint
while managing costs?
A. Reduce the SQL endpoint cluster size
B. Increase the SQL endpoint cluster size
C. Turn off the Auto stop feature
D. Increase the minimum scaling value
E. Use a Serverless SQL endpoint - THE CORRECT ANSWER-E. Use a
Serverless SQL endpoint
A data engineering team has created a Structured Streaming
pipeline that processes data in micro-batches and populates
gold-level tables. The micro batches are triggered every minute.
A data analyst has created a dashboard based on this gold-level
data. The project stakeholders want to see the results in the
dashboard updated within one minute or less of new data
becoming available within the gold-level tables. Which of the
,following cautions should the data analyst share prior to setting
up the dashboard to complete this task?
A. The required compute resources could be costly
B. The gold-level tables are not appropriately clean for business
reporting
C. The streaming data is not an appropriate data source for a
dashboard
D. The streaming cluster is not fault tolerant
E. The dashboard cannot be refreshed that quickly - THE CORRECT
ANSWER-A. The required compute resources could be costly
Which of the following approaches can be used to ingest data
directly from cloud-based object storage?
A. Create an external table while specifying the DBFS storage
path to FROM
B. Create an external table while specifying the DBFS storage
path to PATH
C. It is not possible to directly ingest data from cloud-based
object storage
D. Create an external table while specifying the object storage
path to FROM
E. Create an external table while specifying the object storage
path to LOCATION - THE CORRECT ANSWER-E. Create an external
table while specifying the object storage path to LOCATION
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?
A. Separate endpoints for each section
B. Separate queries for each section
C. Markdown-based text boxes
D. Direct text written into the dashboard in editing mode
E. Separate color palettes for each section - THE CORRECT ANSWER-C.
Markdown-based text boxes
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 - THE CORRECT ANSWER-E. Databricks SQL
A data analyst is attempting to drop a table my_table. The
analyst wants to delete all table metadata and data. They run
the following command: DROP TABLE IF EXISTS my_table;
While the object no longer appears when they run SHOW
TABLES, the data files still exist. Which of the following
describes why the data files still exist and the metadata files
were deleted?
