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DP-900 Microsoft Azure Data Fundamentals Questions and Answers

Questions 4

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 5

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 6

Select the answer that correctly completes the sentence.

Options:

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Questions 7

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

Options:

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Questions 8

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.

Options:

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Questions 9

Select the answer that correctly completes the sentence.

Options:

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Questions 10

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 11

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

Options:

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Questions 12

You have the following T-SQL statement.

What is the function of the ON clause?

Options:

A.

to update data in the Order table

B.

to define an alias for the Customer table

C.

to match data in the Customer table to data in the Order Table

D.

to update data in the Customer table

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Questions 13

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

Options:

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Questions 14

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 15

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

NOTE: Each correct selection is worth one point.

Options:

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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.

Options:

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Questions 17

Your company recently reported sales from the third quarter.

You have the chart shown in the following exhibit.

Which type of analysis is shown for the fourth quarter?

Options:

A.

predictive

B.

prescription

C.

descriptive

D.

diagnostic

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Questions 18

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.

Options:

A.

Azure Databricks

B.

Azure Log Analytics

C.

Azure Time Series Insights

D.

Azure HDinsight

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Questions 19

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

Options:

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Questions 20

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

Options:

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Questions 21

SELECT, INSERT, and UPDATE are examples of which type of SQL statement?

Options:

A.

Data Definition Language (DDL)

B.

Data Control Language (DCL)

C.

Data Manipulation Language (DML)

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Questions 22

Select the answer that correctly completes the sentence.

Options:

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Questions 23

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.

Options:

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Questions 24

Which T-SQL statement should be used to instruct a database management system to use an index instead of performing a full table scan?

Options:

A.

WHERE

B.

SELECT

C.

JOIN

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Questions 25

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 26

Select the answer that correctly completes the sentence.

Options:

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Questions 27

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

Options:

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Questions 28

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 29

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 30

Select the answer that correctly completes the sentence.

Options:

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Questions 31

In an analytical data model, which type of table contains entities that are used to aggregate numeric values, where each entity is represented by a row with a unique key value?

Options:

A.

bridge

B.

dimension

C.

fact

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Questions 32

Select the answer that correctly completes the sentence.

Options:

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Questions 33

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

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

Options:

A.

INSERT

B.

MERGE

C.

UPDATE

D.

CREATE

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Questions 34

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 35

You have a banking application that transfers money in to and out of accounts.

Of which type of solution is this is an example?

Options:

A.

extract transform, and load (ETL)

B.

a data warehouse

C.

online analytical processing (OLAP)

D.

online transaction processing (OLTP)

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Questions 36

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 37

What are two uses of data visualization? Each correct answer present a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Represent trends and patterns over time.

B.

Communicate the significance of data.

C.

implement machine learning to predict future values.

D.

Consistently implement business logic across reports

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Questions 38

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

Options:

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Questions 39

Select the answer that correctly completes the sentence.

Options:

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Questions 40

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 41

match the Azure data factory components to the appropriate descriptions.

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

NOTE: Each correct match is worth one point.

Options:

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Questions 42

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

Options:

A.

Bash

B.

PowerShell

C.

KQL

D.

SQL

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Questions 43

Match the types of activities to the appropriate Azure Data Factory activities.

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

NOTE: Each correct match is worth one point.

Options:

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Questions 44

You need to implement a visual that will display the stages of a sales pipeline and the number of leads from each stage. Which type of visual should you use?

Options:

A.

funnel chart

B.

ribbon chart

C.

decomposition tree

D.

area chart

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Questions 45

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

What should you create in Power BI Desktop?

Options:

A.

a waterfall chart

B.

a ribbon chart

C.

a bar chart

D.

a decomposition tree

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Questions 46

Which command-line tool can you use to query Azure SQL databases?

Options:

A.

sqlcmd

B.

bcp

C.

azdata

D.

Azure CLI

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Questions 47

You need to create an Azure resource to store data in Azure Table storage.

Which command should you run?

Options:

A.

az scorage share create

B.

az scorage account creace

C.

az cosmosdb creace

D.

az scorage concainer creace

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Questions 48

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

Options:

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Questions 49

Select the answer that correctly completes the sentence.

Options:

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Questions 50

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 51

Select the answer that correctly completes the sentence.

Options:

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Questions 52

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 53

Match the types of visualizations to the appropriate descriptions.

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

NOTE: Each correct match is worth one point.

Options:

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Questions 54

Which clause should you use in a select statement to combine rows in one table with rows in another table?

Options:

A.

JOIN

B.

VALUES

C.

set

D.

KEY

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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.

Options:

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Questions 56

Select the answer that correctly completes the sentence.

Options:

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Questions 57

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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Questions 58

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 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.

Options:

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Questions 60

Select the answer that correctly completes the sentence.

Options:

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Questions 61

What is an example of rehydrating a blob in an Azure Storage account?

Options:

A.

changing the access tier of a blob from Archive to Cool

B.

changing the access tier of a blob from Cool to Archive

C.

splitting a blob into multiple files

D.

appending data to a blob

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Questions 62

What is a characteristic of batch processing?

Options:

A.

The data ingested during batch processing must be processed 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 63

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 64

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

Options:

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Questions 65

Select the answer that correctly completes the sentence.

Options:

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Questions 66

Select the answer that correctly completes the sentence.

Options:

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Questions 67

You have the following SQL query.

NOTE: Each correct selection is worth one point.

Options:

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Questions 68

Select the answer that correctly completes the sentence.

Options:

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Questions 69

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

Options:

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Questions 70

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?

Options:

A.

relational

B.

columnar

C.

graph

D.

time series

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Questions 71

Which three objects can be added to a Microsoft Power BI dashboard? Each correct answer presents a

complete solution. (Choose three.)

NOTE: Each correct selection is worth one point.

Options:

A.

a report page

B.

a Microsoft PowerPoint slide

C.

a visualization from a report

D.

a dataflow

E.

a text box

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Questions 72

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

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

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.

Options:

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Questions 73

You have a quality assurance application that reads data from a data warehouse.

Which type of processing does the application use?

Options:

A.

Online Transaction Processing (OLTP)

B.

batch processing

C.

Online Analytical Processing (OLAP)

D.

stream processing

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Questions 74

Select the answer that correctly completes the sentence.

Options:

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Questions 75

Select the answer that correctly completes the sentence.

Options:

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Questions 76

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

Which Azure service should you use?

Options:

A.

Azure Files

B.

Azure Blob storage

C.

Azure Cosmos DB

D.

Azure Table storage

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Questions 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.

Options:

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Questions 78

Select the answer that correctly completes the sentence.

Options:

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Questions 79

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

Options:

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Questions 80

Match the types of data to the appropriate Azure data services.

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

NOTE: Each correct match is worth one point.

Options:

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Questions 81

Select the answer that correctly completes the sentence.

Options:

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Questions 82

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 83

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 84

Select the answer that correctly completes the sentence.

Options:

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Questions 85

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 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.

Options:

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Questions 87

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 88

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

Options:

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Questions 89

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.

Options:

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Questions 90

Select the answer that correctly completes the sentence.

Options:

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Questions 91

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 92

Select the answer that correctly completes the sentence.

Options:

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Questions 93

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 94

Which setting can only be configured during the creation of an Azure Cosmos DB account?

Options:

A.

geo-redundancy

B.

multi-region writes

C.

production or non-reduction account type

D.

API

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Questions 95

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 96

Select the answer that correctly completes the sentence.

Options:

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Questions 97

Which activity is most common for transactional workloads?

Options:

A.

aggregating massive amounts of data

B.

recording small units of work events in real time

C.

performing sett-service data exploration

D.

producing complex reports

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Questions 98

Which type of database contains nodes and edges?

Options:

A.

graph

B.

columnar

C.

key/value

D.

time series

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Questions 99

You have an online store that is hosted in Azure. The store generates millions of transaction records daily.

You need to build a data analytics solution that detects fraudulent transactions in real time and enables analysts to run large-scale queries for deeper insights.

Which two services should you include in the solution? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Azure Data Explorer

B.

Azure Analysis Services

C.

Azure HDInsight

D.

Real-Time Intelligence

E.

Azure Synapse Analytics

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Questions 100

Select the answer that correctly completes the sentence.

Options:

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Questions 101

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 102

Select the answer that correctly completes the sentence.

Options:

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Exam Code: DP-900
Exam Name: Microsoft Azure Data Fundamentals
Last Update: Oct 4, 2026
Questions: 341
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