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DP-900 Exam Prep Free

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  • DP-900 Exam Prep Free – 50 Practice Questions to Get You Ready for Exam Day
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DP-900 Exam Prep Free – 50 Practice Questions to Get You Ready for Exam Day

Getting ready for the DP-900 certification? Our DP-900 Exam Prep Free resource includes 50 exam-style questions designed to help you practice effectively and feel confident on test day

Effective DP-900 exam prep free is the key to success. With our free practice questions, you can:

  • Get familiar with exam format and question style
  • Identify which topics you’ve mastered—and which need more review
  • Boost your confidence and reduce exam anxiety

Below, you will find 50 realistic DP-900 Exam Prep Free questions that cover key exam topics. These questions are designed to reflect the structure and challenge level of the actual exam, making them perfect for your study routine.

Question 1

A bank has a system that manages financial transactions.
When transferring money between accounts. the system must never retrieve a value for the source account that reflects the balance before the transfer and a value for the destination account that reflects the balance after the transfer.
Of which ACID semantic is this an example?

A. atomicity

B. durability

C. consistency

D. isolation

 


Suggested Answer: A

 

Question 2

HOTSPOT -
Select the answer that correctly completes the sentence.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

A database view is a subset of a database and is based on a query that runs on one or more database tables.
Reference:
https://www.ibm.com/docs/SSWT9A_7.6.0/com.ibm.mbs.doc/configur/c_views.html

Question 3

You need to recommend a data store service that meets the following requirements:
✑ Native SQL API access
✑ Configurable indexes
What should you recommend?

A. Azure Files

B. Azure Blob storage

C. Azure Table storage

D. Azure Cosmos DB

 


Suggested Answer: D

Azure Cosmos DB comes with native Core (SQL) API support.
In Azure Cosmos DB, data is indexed following indexing policies that are defined for each container. The default indexing policy for newly created containers enforces range indexes for any string or number. This policy can be overridden with your own custom indexing policy.
Reference:
https://docs.microsoft.com/en-us/azure/cosmos-db/sql/how-to-manage-indexing-policy

Question 4

You plan to deploy an app. The app requires a nonrelational data service that will provide latency guarantees of less than 10-ms for reads and writes.
What should you include in the solution?

A. Azure Blob storage

B. Azure Files

C. Azure Table storage

D. Azure Cosmos DB

 


Suggested Answer: D

 

Question 5

Which Azure service provides the highest compatibility for databases migrated from Microsoft SQL Server 2019 Enterprise edition?

A. Azure SQL Database

B. Azure Database for MySQL

C. Azure SQL Managed Instance

D. an Azure SQL Database elastic pool

 


Suggested Answer: C

SQL Managed Instance has near 100% compatibility with the latest SQL Server (Enterprise Edition) database engine, providing a native virtual network (VNet) implementation that addresses common security concerns, and a business model favorable for existing SQL Server customers.
Note: Azure SQL Managed Instance is the intelligent, scalable cloud database service that combines the broadest SQL Server database engine compatibility with all the benefits of a fully managed and evergreen platform as a service.
Reference:
https://docs.microsoft.com/en-us/azure/azure-sql/managed-instance/sql-managed-instance-paas-overview?view=azuresql

Question 6

Which Azure Cosmos DB API should you use for a graph database?

A. Table

B. Cassandra

C. Core (SQL)

D. Gremlin

 


Suggested Answer: D

 

Question 7

DRAG DROP -
Match the types of analytics that can be used to answer the business questions.
To answer, drag the appropriate analytics type from the column on the left to its question on the right. Each analytics type may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.
Select and Place:
 Image

 


Suggested Answer: Incorrect Answer:

Box 1: Diagnostic –
Diagnostic Analytics: At this stage you can begin to answer some of those why questions. Historical data can begin to be measured against other data to answer the question of why something happened in the past. This is the process of gathering and interpreting different data sets to identify anomalies, detect patters, and determine relationships.
Box 2: Prescriptive –
Prescriptive analytics is a combination of data, mathematical models, and various business rules to infer actions to influence future desired outcomes.
Predictive analytics, broadly speaking, is a category of business intelligence that uses descriptive and predictive variables from the past to analyze and identify the likelihood of an unknown future outcome
Box 3: Cognitive –
Reference:
https://demand-planning.com/2020/01/20/the-differences-between-descriptive-diagnostic-predictive-cognitive-analytics/
https://azure.microsoft.com/en-us/blog/answering-whats-happening-whys-happening-and-what-will-happen-with-iot-analytics/

Question 8

Which type of database contains nodes and edges?

A. graph

B. key/value

C. columnar

D. time series

 


Suggested Answer: A

A graph database stores two types of information, nodes and edges. Edges specify relationships between nodes. Nodes and edges can have properties that provide information about that node or edge, similar to columns in a table. Edges can also have a direction indicating the nature of the relationship.
Reference:
https://docs.microsoft.com/en-us/azure/architecture/guide/technology-choices/data-store-overview

Question 9

You have a data store that has the structure shown in the following exhibit.
 Image
Which type of data store is this?

A. key/value

B. object data

C. graph

D. time series

 


Suggested Answer: C

A graph database stores two types of information, nodes and edges. Edges specify relationships between nodes. Nodes and edges can have properties that provide information about that node or edge, similar to columns in a table. Edges can also have a direction indicating the nature of the relationship.
Reference:
https://docs.microsoft.com/en-us/azure/architecture/guide/technology-choices/data-store-overview

Question 10

You have an Azure Cosmos DB account that uses the Core (SQL) API.
Which two settings can you configure at the container level? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A. the throughput

B. the read region

C. the partition key

D. the API

 


Suggested Answer: AC

Reference:
https://www.sqlshack.com/start-your-journey-with-azure-cosmos-db/

Question 11

Which Azure Cosmos DB API should you use for a graph database?

A. Table

B. Cassandra

C. NoSQL

D. Gremlin

 


Suggested Answer: D

 

Question 12

You need to query a table named Products in an Azure SQL database.
Which three requirements must be met to query the table from the internet? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A. You must be assigned the Reader role for the resource group that contains the database.

B. You must have SELECT access to the Products table.

C. You must have a user in the database.

D. You must be assigned the Contributor role for the resource group that contains the database.

E. Your IP address must be allowed to connect to the database.

 


Suggested Answer: BCE

Incorrect Answers:
A, D: Resource group permissions is not required to query an Azure SQL database table.
Reference:
https://docs.microsoft.com/en-us/sql/relational-databases/security/authentication-access/getting-started-with-database-engine-permissions?view=sql-server-ver15

Question 13

HOTSPOT -
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

Box 1: No –
You can duplicate a dashboard. The duplicate ends up in the same Power BI workspace.
There is no current functionality that allows you to move reports from one workspace to another.
Box 2: No –
Box 3: Yes –
Reference:
https://docs.microsoft.com/en-us/power-bi/connect-data/service-datasets-across-workspaces
https://docs.microsoft.com/en-us/power-bi/consumer/end-user-dashboards
https://powerbi.microsoft.com/en-us/excel-and-power-bi/

Question 14

HOTSPOT -
To complete the sentence, select the appropriate option in the answer area.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

Reference:
https://azure.microsoft.com/en-us/services/cognitive-services/speech-services/

Question 15

HOTSPOT -
To complete the sentence, select the appropriate option in the answer area.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

Reference:
https://docs.microsoft.com/en-us/azure/azure-sql/database/transparent-data-encryption-tde-overview?tabs=azure-portal

Question 16

You have a transactional application that stores data in an Azure SQL managed instance.
When should you implement a read-only database replica?

A. You need to generate reports without affecting the transactional workload.

B. You need to audit the transactional application.

C. You need to implement high availability in the event of a regional outage.

D. You need to improve the recovery point objective (RPO).

 


Suggested Answer: A

Use read-only replicas to offload read-only query workloads.
Reference:
https://docs.microsoft.com/en-us/azure/azure-sql/database/read-scale-out

Question 17

DRAG DROP -
Match the datastore services to the appropriate descriptions.
To answer, drag the appropriate service from the column on the left to its description on the right. Each service may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.
Select and Place:
 Image

 


Suggested Answer:
Correct Answer Image

Box 1: Azure Cosmos DB –
In Azure Cosmos DB’s SQL (Core) API, items are stored as JSON. The type system and expressions are restricted to deal only with JSON types.
Box 2: Azure Files –
Azure Files offers native cloud file sharing services based on the SMB protocol.
Reference:
https://docs.microsoft.com/en-us/azure/cosmos-db/sql-query-working-with-json
https://cloud.netapp.com/blog/azure-smb-server-message-block-in-the-cloud-for-azure-files

Question 18

Which storage solution supports role-based access control (RBAC) at the file and folder level?

A. Azure Disk Storage

B. Azure Data Lake Storage

C. Azure Blob storage

D. Azure Queue storage

 


Suggested Answer: B

Reference:
https://docs.microsoft.com/en-us/azure/storage/blobs/data-lake-storage-access-control

Question 19

Which statement is an example of Data Manipulation Language (DML)?

A. GRANT

B. INSERT

C. REVOKE

D. DROP

 


Suggested Answer: B

 

Question 20

HOTSPOT
-
Select the answer that correctly completes the sentence.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 21

You are writing a set of SQL queries that administrators will use to troubleshoot an Azure SQL database.
You need to embed documents and query results into a SQL notebook.
What should you use?

A. Microsoft SQL Server Management Studio (SSMS)

B. Azure Data Studio

C. Azure CLI

D. Azure PowerShell

 


Suggested Answer: B

Reference:
https://www.mssqltips.com/sqlservertip/5997/create-sql-server-notebooks-in-azure-data-studio/

Question 22

HOTSPOT -
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

Reference:
https://docs.microsoft.com/en-us/azure/azure-sql/database/sql-database-paas-overview

Question 23

HOTSPOT -
To complete the sentence, select the appropriate option in the answer area.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

Reference:
https://docs.microsoft.com/en-us/sql/relational-databases/views/views

Question 24

You need to design and model a database by using a graphical tool that supports project-oriented offline database development.
What should you use?

A. Microsoft SQL Server Data Tools (SSDT)

B. Microsoft SQL Server Management Studio (SSMS)

C. Azure Databricks

D. Azure Data Studio

 


Suggested Answer: A

Reference:
https://docs.microsoft.com/en-us/sql/ssdt/project-oriented-offline-database-development?view=sql-server-ver15

Question 25

HOTSPOT -
Select the answer that correctly completes the sentence.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 26

HOTSPOT
-
Select the answer that correctly completes the sentence.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 27

You manage an application that stores data in a shared folder on a Windows server.
You need to move the shared folder to Azure Storage.
Which type of Azure Storage should you use?

A. queue

B. blob

C. file

D. table

 


Suggested Answer: C

Azure file shares can be mounted concurrently by cloud or on-premises deployments of Windows, Linux, and macOS. Azure file shares can also be cached on
Windows Servers with Azure File Sync for fast access near where the data is being used.
Reference:
https://azure.microsoft.com/en-us/services/storage/files/

Question 28

HOTSPOT -
Select the answer that correctly completes the sentence.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 29

You need to store data in Azure Blob storage for seven years to meet your company's compliance requirements. The retrieval time of the data is unimportant. The solution must minimize storage costs.
Which storage tier should you use?

A. Archive

B. Hot

C. Cool

 


Suggested Answer: A

Reference:
https://cloud.netapp.com/blog/azure-blob-storage-pricing-the-complete-guide-azure-cvo-blg#H1_4

Question 30

HOTSPOT -
Select the answer that correctly completes the sentence.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 31

HOTSPOT
-
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 32

What can be used with native notebook support to query and visualize data by using a web-based interface?

A. Azure Databricks

B. pgAdmin

C. Microsoft Power BI

 


Suggested Answer: A

 

Question 33

HOTSPOT -
Select the answer that correctly completes the sentence.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

A data analyst’s primary skill set revolves around data acquisition, handling, and processing.
Incorrect:
* A data engineer requires an intermediate level understanding of programming to build thorough algorithms along with a mastery of statistics and math.
* A data scientist needs to be a master of both worlds. Data, stats, and math along with in-depth programming knowledge for Machine Learning and Deep
Learning.
Reference:
https://www.edureka.co/blog/data-analyst-vs-data-engineer-vs-data-scientist/

Question 34

HOTSPOT -
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

Box 1: Yes –
Batch processing refers to processing of high volume of data in batch within a specific time span. It processes large volume of data all at once. Batch processing is used when data size is known and finite. It takes little longer time to processes data.
Box 2: Yes –
Stream processing refers to processing of continuous stream of data immediately as it is produced. It analyzes streaming data in real time. Stream processing is used when the data size is unknown and infinite and continuous.
Box 3: No –
Reference:
https://www.geeksforgeeks.org/difference-between-batch-processing-and-stream-processing/

Question 35

DRAG DROP -
Match the ACID terms to the appropriate descriptions.
To answer, drag the appropriate term from the column on the left to its description on the right. Each term may be used once, more than once or not at all.
NOTE: Each correct match is worth one point.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 36

HOTSPOT
-
Select the answer that correctly completes the sentence.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 37

DRAG DROP -
Match the Azure services to the appropriate requirements.
To answer, drag the appropriate service from the column on the left to its requirement on the right. Each service may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.
Select and Place:
 Image

 


Suggested Answer:
Correct Answer Image

Box 1: Azure Data Factory –
Box 2: Azure Data Lake Storage –
Azure Data Lake Storage (ADLA) now natively supports Parquet files. ADLA adds a public preview of the native extractor and outputter for the popular Parquet file format
Box 3: Azure Synapse Analytics –
Use Azure Synapse Analytics Workspaces.
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/supported-file-formats-and-compression-codecs

Question 38

HOTSPOT -
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 39

HOTSPOT -
Select the answer that correctly completes the sentence.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 40

HOTSPOT -
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 41

You are deploying a software as a service (SaaS) application that requires a relational database for Online Transaction Processing (OLTP).
Which Azure service should you use to support the application?

A. Azure Cosmos DB

B. Azure HDInsight

C. Azure SQL Database

D. Azure Synapse Analytics

 


Suggested Answer: C

Azure SQL Database is relational database and a managed service.
Incorrect Answers:
A, B: Cosmos DB, HDInsight are non-relational databases.
D: Azure Synapse Analytics is for data warehousing, not for Online Transaction Processing
Reference:
https://cloud.netapp.com/blog/azure-cvo-blg-azure-database-review-your-guide-for-database-assessment

Question 42

HOTSPOT -
To complete the sentence, select the appropriate option in the answer area.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

When to use batch processing.
You might expect latencies when using batch processing. For many situations, however, this type of delay before the transfer of data begins is not a big issue – the processes that use this function are not mission critical at the exact moment.
Reference:
https://www.bmc.com/blogs/what-is-batch-processing-batch-processing-explained/

Question 43

You need to gather real-time telemetry data from a mobile application.
Which type of workload describes this scenario?

A. Online Transaction Processing (OLTP)

B. batch

C. massively parallel processing (MPP)

D. streaming

 


Suggested Answer: D

Reference:
https://docs.microsoft.com/en-in/azure/azure-monitor/overview

Question 44

A bar chart showing year-to-date sales by region is an example of which type of analytics?

A. predictive

B. prescriptive

C. descriptive

D. diagnostic

 


Suggested Answer: D

 

Question 45

HOTSPOT -
Select the answer that correctly completes the sentence.
 Image

 


Suggested Answer:
Correct Answer Image

 

Question 46

You have a quality assurance application that reads data from a data warehouse.
Which type of processing does the application use?

A. Online Transaction Processing (OLTP)

B. batch processing

C. Online Analytical Processing (OLAP)

D. stream processing

 


Suggested Answer: A

Reference:
https://docs.microsoft.com/en-us/azure/architecture/data-guide/relational-data/online-transaction-processing

Question 47

You have an on-premises Microsoft SQL Server database.
You need to migrate the database to the cloud. The solution must meet the following requirements:
* Minimize maintenance effort.
* Support the Database Mail and Service Broker features.
What should you include in the solution?

A. Azure SQL Database single database

B. an Azure SQL Database elastic pool

C. Azure SQL Managed instance

D. SQL Server on Azure virtual machines

 


Suggested Answer: C

 

Question 48

Your company is designing a data store for internet-connected temperature sensors.
The collected data will be used to analyze temperature trends.
Which type of data store should you use?

A. relational

B. time series

C. graph

D. columnar

 


Suggested Answer: B

Time series data is a set of values organized by time. Time series databases typically collect large amounts of data in real time from a large number of sources.
Updates are rare, and deletes are often done as bulk operations. Although the records written to a time-series database are generally small, there are often a large number of records, and total data size can grow rapidly.
Reference:
https://docs.microsoft.com/en-us/azure/architecture/guide/technology-choices/data-store-overview

Question 49

HOTSPOT -
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:
 Image

 


Suggested Answer:
Correct Answer Image

Box 1: Yes –
Azure Data Studio is a cross-platform database tool for data professionals using on-premises and cloud data platforms on Windows, macOS, and Linux.
You can use Azure Data Studio to connect to an Azure SQL Database server. You’ll then run Transact-SQL (T-SQL) statements to create and query Azure SQL databases.
Box 2: No –
SQL Server Management Studio is for configuring, managing, and administering all components within Microsoft SQL Server, not to create SQL notebooks.
Instead use Azure Data Studio to create SQL notebook.
Box 3: Yes –
You can use the Azure Data Studio to restore databases.
Reference:
https://docs.microsoft.com/en-us/sql/azure-data-studio/what-is-azure-data-studio

Question 50

DRAG DROP -
Match the types of workloads to the appropriate scenarios.
To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.
Select and Place:
 Image

 


Suggested Answer:
Correct Answer Image

Box 1: Batch –
The batch processing model requires a set of data that is collected over time while the stream processing model requires data to be fed into an analytics tool, often in micro-batches, and in real-time.
The batch Processing model handles a large batch of data while the Stream processing model handles individual records or micro-batches of few records.
In Batch Processing, it processes over all or most of the data but in Stream Processing, it processes over data on a rolling window or most recent record.
Box 2: Batch –
Box 3: Streaming –
Reference:
https://k21academy.com/microsoft-azure/dp-200/batch-processing-vs-stream-processing

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