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DP-900 Microsoft Azure Data Fundamentals Questions and Answers

Questions 4

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

Options:

A.

an Azure SQL Database elastic pool

B.

Azure SQL Managed Instance

C.

Azure Database for MySQL

D.

Azure SQL Database

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Questions 5

Select the answer that correctly completes the sentence.

DP-900 Question 5

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Questions 6

Match the data storage options to the appropriate types of data.

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

NOTE: Each correct match is worth one point.

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Questions 7

Which Azure SQL offering supports automatic database scaling and automatic pausing of the database during inactive periods?

Options:

A.

Azure SQL Database Hyperscale

B.

Azure SQL managed instance

C.

Azure SQL Database serveless

D.

Azure SQL Database elastic pod

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Questions 8

Select the answer that correctly completes the sentence.

DP-900 Question 8

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Questions 9

Match the 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.

DP-900 Question 9

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Questions 10

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

Options:

A.

Azure Cosmos DB for Apache Gremlin

B.

Azure Cosmos DB for NoSQL

C.

Azure Cosmos DB for Apache Cassandra

D.

Azure Cosmos DB for Table

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Questions 11

You have a SQL pool in Azure Synapse Analytics that is only used actively every night for eight hours.

You need to minimize the cost of the SQL pool during idle times. The solution must ensure that the data

remains intact.

What should you do on the SQL pool?

Options:

A.

Scale down the data warehouse units (DWUs).

B.

Pause the pool.

C.

Create a user-defined restore point.

D.

Delete the pool

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Questions 12

Match the 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.

DP-900 Question 12

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Questions 13

Select the answer that correctly completes the sentence.

DP-900 Question 13

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Questions 14

Select the answer that correctly completes the sentence.

DP-900 Question 14

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Questions 15

You need to use Transact-SQL to query files in Azure Data Lake Storage from an Azure Synapse Analytics data warehouse.

What should you use to query the files?

Options:

A.

Azure Functions

B.

Microsoft SQL Server Integration Services (SSIS)

C.

PolyBase

D.

Azure Data Factory

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Questions 16

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 16

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Questions 17

Select the answer that correctly completes the sentence.

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Questions 18

Select the answer that correctly completes the sentence.

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Questions 19

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 Managed Instance

B.

SQL Server on Azure Virtual Machines

C.

Azure SQL Edge

D.

Azure SQL Database

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Questions 20

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

DP-900 Question 20

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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

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

DP-900 Question 23

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Questions 24

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 24

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Questions 25

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 25

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Questions 26

Which type of Azure resource supports the serverless configuration of an Azure SQL database?

Options:

A.

Azure SQL Managed Instance

B.

SQL Server on Azure Virtual Machines

C.

a single database in Azure SQL Database

D.

an Azure SQL Database elastic pool

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Questions 27

Select the answer that correctly completes the sentence.

DP-900 Question 27

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Questions 28

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

DP-900 Question 28

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Questions 29

Which Azure Data Factory component provides the compute environment for activities?

Options:

A.

a linked service

B.

an integration runtime

C.

a control flow

D.

a pipeline

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Questions 30

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

DP-900 Question 30

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Questions 31

Which component of Azure Data Factory enables you to define a sequence of activities including for each iterators?

Options:

A.

control flow

B.

linked services

C.

datasets

D.

the integration runtime

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Questions 32

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 33

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

DP-900 Question 33

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Questions 34

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 34

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Questions 35

Select the answer that correctly completes the sentence.

Options:

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Questions 36

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 37

Select the answer that correctly completes the sentence.

DP-900 Question 37

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Questions 38

Select the answer that correctly completes the sentence.

Options:

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Questions 39

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. (Choose three.)

NOTE: Each correct selection is worth one point.

Options:

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.

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Questions 40

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

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Questions 41

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

DP-900 Question 41

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Questions 42

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 42

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Questions 43

Select the answer that correctly completes the sentence.

Options:

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Questions 44

Blob rehydration occurs in Azure Blob storage when a blob moves between which access tiers?

Options:

A.

Archive to Cool

B.

Hot to Cool

C.

Cool to Archive

D.

Hot to Archive

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Questions 45

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

DP-900 Question 45

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Questions 46

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?

Options:

A.

Microsoft SQL Server Management Studio (SSMS)

B.

Azure Data Studio

C.

Azure CLI

D.

Azure PowerShell

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Questions 47

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 47

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Questions 48

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 49

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 50

Match the 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.

DP-900 Question 50

Options:

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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

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

Options:

A.

INSERT

B.

DISABLE

C.

ALTER

D.

DROP

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Questions 53

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 54

You need to gather real-time telemetry data from a mobile application.

Which type of workload describes this scenario?

Options:

A.

Online Transaction Processing (OLTP)

B.

batch

C.

massively parallel processing (MPP)

D.

streaming

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Questions 55

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 55

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Questions 56

Select the answer that correctly completes the sentence.

DP-900 Question 56

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Questions 57

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 58

You have the following JSON document.

DP-900 Question 58

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the JSON document.

NOTE: Each correct selection is worth one point.

DP-900 Question 58

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Questions 59

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 59

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Questions 60

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

DP-900 Question 60

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Questions 61

Select the answer that correctly completes the sentence.

DP-900 Question 61

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Questions 62

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 63

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 63

Options:

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Questions 64

You have data saved in the following format.

DP-900 Question 64

Which format was used?

Options:

A.

HTML

B.

CSV

C.

JSON

D.

YAML

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Questions 65

You have a SQL query that combines customer data and order data. The query includes calculated columns.

You need to create a database object that would allow other users to rerun the same SQL query.

What should you create?

Options:

A.

a scalar function

B.

a table

C.

an index

D.

a view

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Questions 66

Which type of database is Azure Database for PostgreSQL?

Options:

A.

Platform as a service (PaaS)

B.

Infrastructure as a service (laaS)

C.

Microsoft SQL Server

D.

on-premises

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Questions 67

What ate three characteristics of an Online Transaction Processing (OLTP) workload? Each correct answer presents a complete solution NOTE: Each correct selection is worth one point.

Options:

A.

normalized data

B.

schema defined in a database

C.

schema defined when reading unstructured data from a database

D.

normalized data

E.

light writes and heavy reads

F.

heavy writes and moderate reads

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Questions 68

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 68

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Questions 69

Which statement accurately describes data processing?

Options:

A.

Batch processing requires that data be processed immediately upon arrival.

B.

Stream processing is typically used for time-critical operations that require an instant response.

C.

Stream processing is typically used for analyzing larger datasets in less time.

D.

Batch processing is typically used for scenarios that require continuous, real-time insights from rapidly arriving data.

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Questions 70

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 70

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Questions 71

Match the Azure Data Lake Storage terms to the appropriate levels in the hierarchy.

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

NOTE: Each correct match is worth one point.

DP-900 Question 71

Options:

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Questions 72

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 72

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Questions 73

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.

DP-900 Question 73

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Questions 74

You have an Azure subscription that contains an Azure Data Lake Storage Gen2 account named accounts account1 stores raw sales transaction data from multiple regions.

You need to create an analytical data store that will ingest and analyze the data.

What should you use?

Options:

A.

account1

B.

a relational data warehouse

C.

a NoSQL database

D.

a semantic model

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Questions 75

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

DP-900 Question 75

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Questions 76

Select the answer that correctly completes the sentence.

DP-900 Question 76

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Questions 77

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 78

Select the answer that correctly completes the sentence.

DP-900 Question 78

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Questions 79

Your company is designing a database that will 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 80

Select the answer that correctly completes the sentence.

DP-900 Question 80

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Questions 81

Which statement is an example of Data Definition Language (DDL)?

Options:

A.

SELECT

B.

JOIN

C.

MERGE

D.

CREATE

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Questions 82

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 83

Select the answer that correctly completes the sentence.

DP-900 Question 83

Options:

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Questions 84

Which statement is an example of Data Definition Language (DDL)?

Options:

A.

SELECT

B.

INSERT

C.

DELETE

D.

DROP

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Questions 85

Match The Types of data stores to The appropriate scenarios.

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

NOTE: Each correct match is worth one point

DP-900 Question 85

Options:

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Questions 86

Which service is optimized for loT scenarios that involve streaming time series data?

Options:

A.

SQL Server on Azure Virtual Machines

B.

Azure SQL Managed Instance

C.

Azure SQL Database

D.

Azure SQL Edge

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Questions 87

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 87

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Questions 88

What is a characteristic of a non-relational database?

Options:

A.

a fixed schema

B.

self-describing entities

C.

full support for Transact-SQL

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Questions 89

What are three characteristics of an Online Transaction Processing (OLTP) workload? Each correct answer presents a complete solution. (Choose three.)

NOTE: Each correct selection is worth one point.

Options:

A.

denormalized data

B.

schema defined when reading unstructured data from a database

C.

light writes and heavy reads

D.

normalized data

E.

schema defined in a database

F.

heavy writes and moderate reads

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Questions 90

At which two levels can you set the throughput for an Azure Cosmos DB account? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

container

B.

item

C.

database

D.

partition

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Questions 91

Select the answer that correctly completes the sentence.

DP-900 Question 91

Options:

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Questions 92

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 92

Options:

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Questions 93

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 94

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 94

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Questions 95

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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Exam Code: DP-900
Exam Name: Microsoft Azure Data Fundamentals
Last Update: Jul 29, 2026
Questions: 319

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