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  • Exam Name: Microsoft Azure Data Fundamentals
  • Last Update: Nov 7, 2025
  • Questions and Answers: 313
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DP-900 Practice Exam Questions with Answers Microsoft Azure Data Fundamentals Certification

Question # 6

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 answer

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Question # 7

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 answer

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Question # 8

What is a difference between structured data and semi-structured data?

A.

Structured data has a fixed schema and semi-structured data has a flexible schema.

B.

Only Structured data supports entities.

C.

Structured data has a flexible schema and semi-structured data has a fixed schema.

D.

Only Structured data supports attributes.

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Question # 9

Which type of non-relational data store supports a flexible schema, stores data as JSON files, and stores the all the data for an entity in the same document?

A.

document

B.

columnar

C.

graph

D.

time series

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Question # 10

correctly completes the sentence.

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Question # 11

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 12

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

DP-900 question answer

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Question # 13

You have data saved in the following format.

DP-900 question answer\

Which format was used?

A.

XML

B.

yaml

C.

JSON

D.

HTML

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Question # 14

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 answer

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Question # 15

Select the answer that correctly completes the sentence.

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Question # 16

Select the answer that correctly completes the sentence.

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Question # 17

Select the answer that correctly completes the sentence.

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Question # 18

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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Question # 19

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.

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Question # 20

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 answer

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Question # 21

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.

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Question # 22

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 answer

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Question # 23

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

DP-900 question answer

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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

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Question # 25

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 26

Which type of database contains nodes and edges?

A.

graph

B.

columnar

C.

key/value

D.

time series

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Question # 27

You have an application that runs on Windows and requires access to a mapped drive.

Which Azure service should you use?

A.

Azure Files

B.

Azure Blob storage

C.

Azure Cosmos DB

D.

Azure Table storage

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Question # 28

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

A.

XML

B.

KQL

C.

YAML

D.

SQL

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Question # 29

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

DP-900 question answer

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Question # 30

Your company is designing a data store tor 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.

columnar

C.

graph

D.

time series

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Question # 31

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

A.

Azure Data Explorer

B.

Azure Synapse Analytics

C.

Azure Databricks

D.

Azure Stream Analytics

E.

Azure HDInsight

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Question # 32

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 answer

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Question # 33

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 answer

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Question # 34

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?

A.

key/value

B.

graph

C.

columnar

D.

document

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Question # 35

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

NOTE: Each correct selection is worth one point.

A.

Azure Databricks

B.

Azure Log Analytics

C.

Azure Time Series Insights

D.

Azure HDinsight

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Question # 36

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

A.

REVOKE

B.

DISABLE

C.

CREATE

D.

UPDATE

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Question # 37

Which Azure Data Factory component initiates the execution of a pipeline?

A.

a control flow

B.

a trigger

C.

a parameter

D.

an activity

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Question # 38

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

A.

soft delete

B.

archive storage

C.

the change feed

D.

a lifecycle management policy

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Question # 39

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

DP-900 question answer

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Question # 40

You need to store event log data that is semi-structured and received as the logs occur. What should you use?

A.

Azure Table storage

B.

Azure Queue storage

C.

Azure Files

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Question # 41

Select the answer that correctly completes the sentence.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 answer

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Question # 42

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

A.

funnel chart

B.

pie chart

C.

table

D.

line chart

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Question # 43

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

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Question # 44

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 45

Which type of database is Azure Database for PostgreSQL?

A.

Platform as a service (PaaS)

B.

Infrastructure as a service (laaS)

C.

Microsoft SQL Server

D.

on-premises

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Question # 46

You have data saved in the following format:

DP-900 question answer

Which format was used?

A.

YAML

B.

HTML

C.

XML

D.

JSON

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Question # 47

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

You need to persist the SQL query so that other users can use the query. What should you create?

A.

a table

B.

an index

C.

scalar function

D.

a view

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Question # 48

A data engineer is responsible for which task?

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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Question # 49

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

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Question # 50

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 51

You are reviewing the data model shown in the following exhibit.

DP-900 question answer

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

NOTE: Each correct selection is worth one point

DP-900 question answer

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Question # 52

Select the answer that correctly completes the sentence.

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Question # 53

Select the answer that correctly completes the sentence.

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Question # 54

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

DP-900 question answer

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Question # 55

Which language is used to define queries in Azure Synapse Data Explorer?

A.

Bash

B.

PowerShell

C.

KQL

D.

SQL

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Question # 56

You have an inventory management database that contains the following table.

DP-900 question answer

Which statement should you use in a SQL query to change the inventory quantity of Product1 to 270?

A.

INSERT

B.

MERGE

C.

UPDATE

D.

CREATE

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Question # 57

Select the answer that correctly completes the sentence.

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Question # 58

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 59

What Is a benefit of hosting a database on Azure SQL managed instance as compared to an Azure SQL database?

A.

native support for cross-database queries and transactions

B.

built-in high availability

C.

system-Initiated automatic backups

D.

support for encryption at rest

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Question # 60

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

DP-900 question answer

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Question # 61

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 62

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 63

You have data saved in the following format.

DP-900 question answer

Which format was used?

A.

HTML

B.

CSV

C.

JSON

D.

YAML

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Question # 64

Select the answer that correctly completes the sentence.

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Question # 65

Select the answer that correctly completes the sentence.

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Question # 66

You have an application that runs on Windows and requires across to a mapped drive.

Which Azure service should you use?

A.

Azure Cosmos DB

B.

Azure Table storage

C.

Azure Files

D.

Azure Blob Storage

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Question # 67

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

backups, and maintenance tasks?

A.

Azure SQL Managed Instance

B.

SQL Server on Azure Virtual Machines

C.

Azure SQL Edge

D.

Azure SQL Database

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Question # 68

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.

DP-900 question answer

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Question # 69

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

DP-900 question answer

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Question # 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 answer

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Question # 71

Which two activities 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.

A.

report and dashboard creation

B.

report sharing and distribution

C.

data modeling

D.

data acquisition and preparation

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Question # 72

What is a characteristic of non-relational data?

A.

a well-defined schema

B.

no indexes

C.

self-describing entities

D.

no unique key values

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Question # 73

You have a transactional application that stem 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).

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Question # 74

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

A.

database

B.

partition

C.

collection

D.

account

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Question # 75

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 answer

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Question # 76

You have an e-commerce application that reads and writes data to an Azure SQL database. Which type of processing does the application use?

A.

stream processing

B.

batch processing

C.

Online Analytical Processing (OLTP)

D.

Online Transaction Processing (OLTP)

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Question # 77

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 answer

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Question # 78

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 answer

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Question # 79

You need to modify a view in a relational database by adding a new column.

Which statement should you use?

A.

MERGE

B.

ALTER

C.

INSERT

D.

UPDATE

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Question # 80

Match the Azure services to the appropriate locations in the architecture.

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

NOTE: Each correct match is worth one point.

DP-900 question answer

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Question # 81

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 answer

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Question # 82

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

A.

control flow

B.

linked services

C.

datasets

D.

the integration runtime

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Question # 83

What is a characteristic of a non-relational database?

A.

a fixed schema

B.

self-describing entities

C.

full support for Transact-SQL

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Question # 84

You need to create a visualization of running sales totals per quarter as shown in the following exhibit.

DP-900 question answer

What should you create in Power BI Desktop?

A.

a waterfall chart

B.

a ribbon chart

C.

a bar chart

D.

a decomposition tree

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Question # 85

Match the Azure services to the appropriate locations in the architecture.

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

NOTE: Each correct match is worth one point.

DP-900 question answer

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Question # 86

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 answer

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Question # 87

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

DP-900 question answer

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Question # 88

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 answer

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Question # 89

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 answer

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Question # 90

Match the job roles to the appropriate tasks.

To answer, drag the appropriate job 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 answer

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Question # 91

Select the answer that correctly completes the sentence.

DP-900 question answer

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Question # 92

Select the answer that correctly completes the sentence.

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Question # 93

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

DP-900 question answer

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