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DP-900 Microsoft Azure Data Fundamentals Questions and Answers

Questions 4

Match the data processing languages to the appropriate real-time analytics services.

To answer, drag the appropriate language from the column on the left to its service on the right. Each language may be used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

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Questions 5

Match the types of workloads the appropriate scenario.

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.

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Questions 6

Select the answer that correctly completes the sentence.

DP-900 Question 6

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Questions 7

You have a table named Sales that contains the following data.

DP-900 Question 7

You need to query the table to return the average sales amount day. The output must produce the following results.

DP-900 Question 7

How should you complete the query? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

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Questions 8

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

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Questions 9

Select the answer that correctly completes the sentence.

DP-900 Question 9

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Questions 10

Your company needs to implement a relational database in Azure. The solution must minimize ongoing

maintenance.

Which Azure service should you use?

Options:

A.

Azure HDInsight

B.

Azure SQL Database

C.

Azure Cosmos DB

D.

SQL Server on Azure virtual machines

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Questions 11

You have data saved in the following format.

DP-900 Question 11

Which format was used?

Options:

A.

HTML

B.

CSV

C.

JSON

D.

YAML

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Questions 12

What is the primary purpose of a data warehou se?

Options:

A.

to provide answers to complex queries that rely on data from multiple sources

B.

to provide transformation services between source and target data stores

C.

to provide read-only storage of relational and non-relational historical data

D.

to provide storage for transactional line-of-business (LOB) applications

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Questions 13

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 13

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Questions 14

Which two Azure services can be used to provision Apache Spark clusters? Each correct answer presents a complete solution. (Choose two.)

NOTE: Each correct selection is worth one point.

Options:

A.

Azure Time Series Insights

B.

Azure HDInsight

C.

Azure Databricks

D.

Azure Log Analytics

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Questions 15

Select the answer that correctly completes the sentence.

DP-900 Question 15

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Questions 16

Select the answer that correctly completes the sentence.

DP-900 Question 16

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Questions 17

What is used to define a query in a stream processing jobs in Azure Stream Analytics?

Options:

A.

XML

B.

KQL

C.

YAML

D.

SQL

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Questions 18

Select the answer that correctly completes the sentence.

DP-900 Question 18

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Questions 19

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

Options:

A.

descriptive

B.

diagnostic

C.

predictive

D.

prescriptive

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Questions 20

You have data saved in the following format:

DP-900 Question 20

Which format was used?

Options:

A.

YAML

B.

HTML

C.

XML

D.

JSON

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Questions 21

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 21

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Questions 22

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 22

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Questions 23

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.

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Questions 24

To complete the sentence, select the appropriate option in the answer area.

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Questions 25

Select the answer that correctly completes the sentence.

DP-900 Question 25

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Questions 26

When can you use an Azure Resource Manager template?

Options:

A.

to automate the creation of an interdependent group of Azure resources in a repeatable way

B.

to automate the creation of an interdependent and develop can deploy from the Azure portal

C.

To provision Azure subscriptions and apply policies for multi-tenant deployments

D.

To set complex permissions automatically on existing objects in an Azure subscription

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Questions 27

Which type of Microsoft Power Bl visual can you use to examine trends over time for one or more series of values?

Options:

A.

funnel chart

B.

pie chart

C.

table

D.

line chart

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Questions 28

Which three services support Apache Spark? Each correct answer presents a complete solution NOTE: Each correct selection is worth one point.

Options:

A.

Azure Data Explorer

B.

Azure Synapse Analytics

C.

Azure Databricks

D.

Azure Stream Analytics

E.

Azure HDInsight

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Questions 29

What should you use to automatically delete blobs from Azure Blob Storage?

Options:

A.

soft delete

B.

archive storage

C.

the change feed

D.

a lifecycle management policy

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Questions 30

To complement the sentence, select the appropriate option in the answer area.

DP-900 Question 30

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Questions 31

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 31

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Questions 32

You have structured data in tabular format.

What represents an individual instance of a data entity?

Options:

A.

a column

B.

a cell

C.

a row

D.

a table

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Questions 33

Select the answer that correctly completes the sentence.

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Questions 34

Select the answer that correctly completes the sentence.

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Questions 35

Select the answer that correctly completes the sentence.

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Questions 36

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 36

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Questions 37

Your company has a reporting solution that has paginated reports. The reports query a dimensional model in a data warehouse. Which type of processing does the reporting solution use?

Options:

A.

stream processing

B.

Online Transaction Processing (OLTP)

C.

batch processing

D.

Online Analytical Processing (OLAP)

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Questions 38

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 38

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Questions 39

Which database transaction property ensures that transactional changes to a database are preserved during unexpected operating system restarts?

Options:

A.

consistency

B.

durability

C.

isolation

D.

atomicity

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Questions 40

What is a characteristic of batch processing?

Options:

A.

The data ingested during batch processing must be pr ocessed as soon as the data is received.

B.

Large datasets must be split into batches of less than 1 GB before the data can be processed.

C.

There is a noticeable time delay between ingesting data and obtaining the data processing results.

D.

Batch processing can only process data that is structured.

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Questions 41

To complete the sentence, select the appropriate option in the answer area.

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Questions 42

What is the responsibility of a database administrator?

Options:

A.

applying data cleaning routines

B.

creating data visualizations

C.

managing data integration processes

D.

storing backup copies of data

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Questions 43

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 43

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Questions 44

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 44

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Questions 45

A data engineer is responsible for which task?

Options:

A.

Design and build analytical models.

B.

Design and implement data stores for analytical workloads.

C.

Explore data to identify trends.

D.

Implement policies, tools. and processes for backup and recovery plans.

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Questions 46

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 46

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Questions 47

For each of the following statements, select Yes if the s tatement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 47

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Questions 48

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?

Options:

A.

Archive

B.

Hot

C.

Cool

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Questions 49

Your company is designing a database that wil l contain session data for a website. The data will include

notifications, personalization attributes, and products that are added to a shopping cart.

Which type of data store will provide the lowest latency to retrieve the data?

Options:

A.

key/value

B.

graph

C.

columnar

D.

document

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Questions 50

Select the answer that correctly completes the sentence.

DP-900 Question 50

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Questions 51

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 51

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Questions 52

What is a benefit of the Azure Cosmos DB Table API as compared to Azure Table storage?

Options:

A.

supports partitioning

B.

provides resiliency if art Azure region fads

C.

provides a higher storage capacity

D.

supports a multi-master model

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Questions 53

Which Azure SQL offering provides near-IOO percent compatibility with on-premises Microsoft SQL Server instances, while providing automated updates,

backups, and maintenance tasks?

Options:

A.

Azure SQL M anaged Instance

B.

SQL Server on Azure Virtual Machines

C.

Azure SQL Edge

D.

Azure SQL Database

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Questions 54

What is a characteristic of non-relational data?

Options:

A.

a well-defined schema

B.

no indexes

C.

self-describing entities

D.

no unique key values

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Questions 55

You need to store data by using Azure Table storage.

What should you create first?

Options:

A.

an Azure Cosmos DB instance

B.

a storage account

C.

a blob container

D.

a table

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Questions 56

For each of the following statements, select yes if the statement is true, Otherwise, select No.

Note: Each correct selection is worth one point.

DP-900 Question 56

Options:

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Questions 57

Which database transaction property ensures that individual transactions are executed only once and either succeed in their entirety or roll back?

Options:

A.

isolation

B.

durability

C.

atomicity

D.

consistency

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Questions 58

Select the answer that correctly completes the sentence.

DP-900 Question 58

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Questions 59

Which Azure Cosmos DB API stores data in the BSON format and uses MQL to query the data?

Options:

A.

MongoDB

B.

PostgreSQL

C.

Apache Gremlin

D.

Table

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Questions 60

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 60

Options:

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Questions 61

You have a data store that has the structure shown in the following exhibit.

DP-900 Question 61

Which type of data store is this?

Options:

A.

object data

B.

graph

C.

key/value

D.

time series

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Questions 62

You need to ensure that users use multi-factor authentication (MFA) when connecting to an Azure SQL

database.

Which type of authentication should you use?

Options:

A.

service principal authentication

B.

Azure Active Directory (Azure AD) authentication

C.

SQL authentication

D.

certificate authentication

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Questions 63

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

Options:

A.

Azure Databricks

B.

pgAdmin

C.

Microsoft Power Bl

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Questions 64

At which level in Azure Cosmos DB can you configure multiple write regions and read regions?

Options:

A.

database

B.

partition

C.

collection

D.

account

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Questions 65

What are two benefits of platform as a service (PaaS) relational database offerings in Azure, such as Azure SQL Database? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

Options:

A.

complete control over backup and restore processes

B.

access to the latest features

C.

in-database machine learning services

D.

reduced administrative effort for managing the server infrastructure

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Questions 66

Select the answer that correctly completes the sentence.

DP-900 Question 66

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Questions 67

Select the answer that correctly completes the sentence.

DP-900 Question 67

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Questions 68

Select the answer that correctly completes the sentence.

DP-900 Question 68

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Questions 69

What is required to provision Azure Data Lake Storage in an Azure Storage account?

Options:

A.

Versioning must be enabled.

B.

Hierarchical namespace must be enabled.

C.

Hierarchical namespace must be disabled.

D.

Versioning must be disabled.

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Questions 70

Which two act ivities can be performed entirely by using the Microsoft Power BI service? Each correct answer presents a complete solution. (Choose two.)

NOTE: Each correct selection is worth one point.

Options:

A.

report and dashboard creation

B.

report sharing and distribution

C.

data modeling

D.

data acquisition and preparation

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Questions 71

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?

Options:

A.

atomicity

B.

isolation

C.

durability

D.

consistency

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Questions 72

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 72

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Questions 73

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 73

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Questions 74

Your company needs to ensure that in Azure virtual machine can connect to Azure SQL databases without exposing the databases to the internet. What should you use?

Options:

A.

Azure DNS

B.

Azure Application Gateway

C.

Azure Private link

D.

Azure Traffic Manager

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Questions 75

Select the answer that correctly completes the sentence.

Options:

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Questions 76

To complete the sentence, select the appropriate option in the answer area.

DP-900 Question 76

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Questions 77

Match the processes to the appropriate scenarios.

To answer, drag the appropriate process from the column on the left to its scenario on the right. Each process may be used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

DP-900 Question 77

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Questions 78

Select the answer the correctly completes the sentence.

DP-900 Question 78

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Questions 79

Select the answer that correctly completes the sentence.

Options:

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Questions 80

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.

DP-900 Question 80

Options:

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Questions 81

Select the answer that correctly completes the sentence.

DP-900 Question 81

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Questions 82

Which Azure storage solution provides native support for POSIX-compliant access control lists (ACLs)?

Options:

A.

Azure Queue storage

B.

Azure Data Lake Storage

C.

Azure table storage

D.

Azure Files

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Questions 83

To complete the sentence, select the appropriate o ption in the answer area.

DP-900 Question 83

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Questions 84

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 84

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Questions 85

For each of the following statements. select Yes if the statement is true. Otherwise, select No.

NOTE Each correct selection is worth one point.

DP-900 Question 85

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Questions 86

Select the answer that correctly completes the sentence.

DP-900 Question 86

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Questions 87

Match the job roles to the appropriate tasks.

To answer, drag the appropriate role from the column on the left to its task on the right. Each role may be used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

DP-900 Question 87

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Questions 88

When you create an Azure SQL database, which account can always connect to the database ?

Options:

A.

the Azure Active director/ (Azure AO) account that created the database

B.

the Azure Active Directly Azure AD) administrator account

C.

the sa account

D.

the server admin login account of the logical server

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Questions 89

You need to recommend a data store service that meets the following requirements:

    Native SQL API access

    Configurable indexes

What should you recommend?

Options:

A.

Azure Files

B.

Azure Blob storage

C.

Azure Table storage

D.

Azure Cosmos DB

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Questions 90

To complete the sente nce, select the appropriate option in the answer area.

DP-900 Question 90

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Questions 91

Select the answer that correctly completes the sentence.

Options:

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Questions 92

Select the answer that correctly completes the sentence.

DP-900 Question 92

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Questions 93

For each of the following statements, select yes if he statement is true, Otherwise select No.

NOTE: Each correct selection is worth one point.

DP-900 Question 93

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Questions 94

What are two characteristics of real-time data processing? Each correct answer present a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Data is processed as it is created.

B.

Low latency is expected

C.

High latency acceptable

D.

Data is processed periodically

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Exam Code: DP-900
Exam Name: Microsoft Azure Data Fundamentals
Last Update: May 16, 2026
Questions: 316

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