DP-900 Online Training Archives

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Page 1 of 36

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

descriptive

diagnostic

predictive

prescriptive

2. HOTSPOT

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

3. DRAG DROP

Your company plans to load data from a customer relationship management (CRM) system to a data warehouse by using an extract load, and transform (ELT) process.

Where does data processing occur for each stage of the ELT process? To answer, drag the appropriate locations to the correct. Each location may be used 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.

4. 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?

predictive

prescription

descriptive

diagnostic

5. DRAG DROP

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.

6. HOTSPOT

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

7. DRAG DROP

Match the types of analytics that can be used to answer the business questions.

To answer, drag the appropriate analytics type from the column on the left to its question on the right. Each analytics type may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

8. HOTSPOT

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

9. What are two uses of data visualization? Each correct answer present a complete solution. NOTE: Each correct selection is worth one point.

Represent trends and patterns over time.

Communicate the significance of data.

implement machine learning to predict future values.

Consistently implement business logic across reports

10. DRAG DROP

Match the types of workloads to the appropriate scenarios.

To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

Page 2 of 36

11. HOTSPOT

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

12. DRAG DROP

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.

13. You have an e-commerce application that reads and writes data to an Azure SQL database.

Which type of processing does the application use?

stream processing

batch processing

Online Analytical Processing (OLTP)

Online Transaction Processing (OLTP)

14. What are two characteristics of real-time data processing? Each correct answer present a complete solution. NOTE: Each correct selection is worth one point.

Data is processed as it is created.

Low latency is expected

High latency acceptable

Data is processed periodically

15. 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.

Azure Databricks

Azure Log Analytics

Azure Time Series Insights

Azure HDinsight

16. You need to develop a solution to provide data to executives. the solution must provide an interactive graphic interface, depict various key performance indications, and support data exploration by using drill down.

What should you use in Microsoft Power BI?

a dashboard

Microsoft Power Apps

a dataflow

a report

17. What should you use to build a Microsoft Power BI paginated report?

Power BI report Builder

Power BI Desktop

Charticulator

the Power BI service

18. HOTSPOT

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

19. DRAG DROP

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.

20. 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?

stream processing

Online Transaction Processing (OLTP)

batch processing

Online Analytical Processing (OLAP)

Page 3 of 36

21. DRAG DROP

Match the Azure services to appropriate requirements.

To answer, drag the appropriate services from the column on the left to its requirement on the right. Each service may be used once. more than once, or not at all. NOTE: Each correct match is worth one point.

22. HOTSPOT

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

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

Azure Queue storage

Azure Data Lake Storage

Azure table storage

Azure Files

24. You have a transactional application that stem data in an Azure SQL managed instance.

When should you implement a read-only database replica?

You need to generate reports without affecting the transactional workload.

You need to audit the transactional application.

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

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

25. HOTSPOT

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

26. HOTSPOT

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

27. HOTSPOT

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

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

Which Azure service should you use?

Azure Cosmos DB

Azure Table storage

Azure Files

Azure Blob Storage

29. HOTSPOT

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

30. Your company needs to design a database that shows how changes traffic in one area of a network affect other components on the network.

Which type of data store should you use?

Key/value

Graph

Document

columnar

Page 4 of 36

31. You need to recommend a non-relational data store that is optimized for storing and retrieving files, videos, audio stream, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file.

Which type of data store should you recommend?

document

key/value

object

columnar

32. You need to create an Azure Storage account.

Data in the account must replica outside the Azure region automatically.

Which two types of replica can you us for the storage account? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one pint.

read-access geo-redundant storage (RA_GRS)

zone-redundant storage (ZRS)

geo-redundant storage (GRS)

locally-redundant storage (LRS)

33. HOTSPOT

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

34. When can you use an Azure Resource Manager template?

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

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

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

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

35. When provisioning an Azure Cosmos DB account, which feature provides redundancy within an Azure region?

multi-master replication

Availability Zones

automatic failover

the strong consistency level

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

database

partition

collection

account

37. Your company if designing an application that will write a high volume of JSON data and will have an application-defined schema.

Which type of data store should you use?

key/value

document

graph

columnar

38. 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.

container

item

database

partition

39. DRAG DROP

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.

40. HOTSPOT

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

Page 5 of 36

41. 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?

relational

columnar

graph

time series

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

supports partitioning

provides resiliency if art Azure region fads

provides a higher storage capacity

supports a multi-master model

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

geo-redundancy

multi-region writes

production or non-reduction account type

API

44. DRAG DROP

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.

45. DRAG DROP

Match the tools to the appropriate descriptions.

To answer, drag the appropriate tool from the column on the left to its description on the right. Each tool may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

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

INSERT

DISABLE

ALTER

DROP

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 table

an index

scalar function

a view

48. HOTSPOT

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

49. HOTSPOT

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

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

Azure SQL Database Hyperscale

Azure SQL managed instance

Azure SQL Database serveless

Azure SQL Database elastic pod

Page 6 of 36

51. HOTSPOT

You have the following SQL query.

NOTE: Each correct selection is worth one point.

52. HOTSPOT

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

53. 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.

complete control over backup and restore processes

access to the latest features

in-database machine learning services

reduced administrative effort for managing the server infrastructure

54. 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?

Azure DNS

Azure Application Gateway

Azure Private link

Azure Traffic Manager

55. You are deploying a software as a service (SaaS) application that requires a relational database for Online Transaction Processing (OLTP).

Which Azure service should you use to support the application?

Azure Cosmos D3

Azure Synapse Analytics

Azure HCMmtghi

Azure SQL Database

56. HOTSPOT

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

57. You have an Azure SQL database that you access directly from the internet.

You recently changed your external IP address.

After changing the IP address, you can no longer access the database. You can connect to other resources in Azure

What is a possible cause of the issue?

a database-level firewall

role-based access control (RSAC)

Dynamic Host Configuration Protocol (DHCP)

Domain Name Service (DNS)

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

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

the Azure Active Directly Azure AD) administrator account

the sa account

the server admin login account of the logical server

59. HOTSPOT

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

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

native support for cross-database queries and transactions

built-in high availability

system-Initiated automatic backups

support for encryption at rest

Page 7 of 36

61. DRAG DROP

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.

62. HOTSPOT

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

63. A team of developers has computers Thai run Windows 10 and Ubuntu Desktop.

The developers need to connect to and query an Azure SQL database from the computers. The developers require code assistance features such as intellSense.

What should the developers use ?

Azure Data Studio

sq1cmd

Microsoft SQL Server Management Studio (SSMS)

Azure Data Explorer

64. HOTSPOT

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

65. HOTSPOT

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

66. HOTSPOT

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

67. HOTSPOT

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

68. HOTSPOT

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

69. HOTSPOT

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

70. HOTSPOT

You have the following JSON document.

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.

Page 8 of 36

71. HOTSPOT

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

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

72. HOTSPOT

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

73. HOTSPOT

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

74. HOTSPOT

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

75. HOTSPOT

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

76. You need to query a table named Products in an Azure SQL database.

Which three requirements must be met to query the table from the internet? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point. (Choose three.)

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

You must have SELECT access to the Products table.

You must have a user in the database.

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

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

77. 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?

INSERT

MERGE

UPDATE

CREATE

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

maintenance.

Which Azure service should you use?

Azure HDInsight

Azure SQL Database

Azure Cosmos DB

SQL Server on Azure virtual machines

79. HOTSPOT

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

80. HOTSPOT

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

Page 9 of 36

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

descriptive

diagnostic

predictive

prescriptive

82. HOTSPOT

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

83. DRAG DROP

Your company plans to load data from a customer relationship management (CRM) system to a data warehouse by using an extract load, and transform (ELT) process.

Where does data processing occur for each stage of the ELT process? To answer, drag the appropriate locations to the correct. Each location may be used 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.

84. 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?

predictive

prescription

descriptive

diagnostic

85. DRAG DROP

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.

86. HOTSPOT

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

87. DRAG DROP

Match the types of analytics that can be used to answer the business questions.

To answer, drag the appropriate analytics type from the column on the left to its question on the right. Each analytics type may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

88. HOTSPOT

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

89. What are two uses of data visualization? Each correct answer present a complete solution. NOTE: Each correct selection is worth one point.

Represent trends and patterns over time.

Communicate the significance of data.

implement machine learning to predict future values.

Consistently implement business logic across reports

90. DRAG DROP

Match the types of workloads to the appropriate scenarios.

To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

Page 10 of 36

91. HOTSPOT

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

92. DRAG DROP

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.

93. You have an e-commerce application that reads and writes data to an Azure SQL database.

Which type of processing does the application use?

stream processing

batch processing

Online Analytical Processing (OLTP)

Online Transaction Processing (OLTP)

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.

Data is processed as it is created.

Low latency is expected

High latency acceptable

Data is processed periodically

95. 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.

Azure Databricks

Azure Log Analytics

Azure Time Series Insights

Azure HDinsight

96. You need to develop a solution to provide data to executives. the solution must provide an interactive graphic interface, depict various key performance indications, and support data exploration by using drill down.

What should you use in Microsoft Power BI?

a dashboard

Microsoft Power Apps

a dataflow

a report

97. What should you use to build a Microsoft Power BI paginated report?

Power BI report Builder

Power BI Desktop

Charticulator

the Power BI service

98. HOTSPOT

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

99. DRAG DROP

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.

100. 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?

stream processing

Online Transaction Processing (OLTP)

batch processing

Online Analytical Processing (OLAP)

Page 11 of 36

101. DRAG DROP

Match the Azure services to appropriate requirements.

To answer, drag the appropriate services from the column on the left to its requirement on the right. Each service may be used once. more than once, or not at all. NOTE: Each correct match is worth one point.

102. HOTSPOT

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

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

Azure Queue storage

Azure Data Lake Storage

Azure table storage

Azure Files

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

You need to generate reports without affecting the transactional workload.

You need to audit the transactional application.

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

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

105. HOTSPOT

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

106. HOTSPOT

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

107. HOTSPOT

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

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

Which Azure service should you use?

Azure Cosmos DB

Azure Table storage

Azure Files

Azure Blob Storage

109. HOTSPOT

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

110. Your company needs to design a database that shows how changes traffic in one area of a network affect other components on the network.

Which type of data store should you use?

Key/value

Graph

Document

columnar

Page 12 of 36

111. You need to recommend a non-relational data store that is optimized for storing and retrieving files, videos, audio stream, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file.

Which type of data store should you recommend?

document

key/value

object

columnar

112. You need to create an Azure Storage account.

Data in the account must replica outside the Azure region automatically.

Which two types of replica can you us for the storage account? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one pint.

read-access geo-redundant storage (RA_GRS)

zone-redundant storage (ZRS)

geo-redundant storage (GRS)

locally-redundant storage (LRS)

113. HOTSPOT

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

114. When can you use an Azure Resource Manager template?

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

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

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

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

115. When provisioning an Azure Cosmos DB account, which feature provides redundancy within an Azure region?

multi-master replication

Availability Zones

automatic failover

the strong consistency level

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

database

partition

collection

account

117. Your company if designing an application that will write a high volume of JSON data and will have an application-defined schema.

Which type of data store should you use?

key/value

document

graph

columnar

118. 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.

container

item

database

partition

119. DRAG DROP

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.

120. HOTSPOT

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

Page 13 of 36

121. 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?

relational

columnar

graph

time series

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

supports partitioning

provides resiliency if art Azure region fads

provides a higher storage capacity

supports a multi-master model

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

geo-redundancy

multi-region writes

production or non-reduction account type

API

124. DRAG DROP

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.

125. DRAG DROP

Match the tools to the appropriate descriptions.

To answer, drag the appropriate tool from the column on the left to its description on the right. Each tool may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

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

INSERT

DISABLE

ALTER

DROP

127. 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 table

an index

scalar function

a view

128. HOTSPOT

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

129. HOTSPOT

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

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

Azure SQL Database Hyperscale

Azure SQL managed instance

Azure SQL Database serveless

Azure SQL Database elastic pod

Page 14 of 36

131. HOTSPOT

You have the following SQL query.

NOTE: Each correct selection is worth one point.

132. HOTSPOT

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

133. 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.

complete control over backup and restore processes

access to the latest features

in-database machine learning services

reduced administrative effort for managing the server infrastructure

134. 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?

Azure DNS

Azure Application Gateway

Azure Private link

Azure Traffic Manager

135. You are deploying a software as a service (SaaS) application that requires a relational database for Online Transaction Processing (OLTP).

Which Azure service should you use to support the application?

Azure Cosmos D3

Azure Synapse Analytics

Azure HCMmtghi

Azure SQL Database

136. HOTSPOT

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

137. You have an Azure SQL database that you access directly from the internet.

You recently changed your external IP address.

After changing the IP address, you can no longer access the database. You can connect to other resources in Azure

What is a possible cause of the issue?

a database-level firewall

role-based access control (RSAC)

Dynamic Host Configuration Protocol (DHCP)

Domain Name Service (DNS)

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

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

the Azure Active Directly Azure AD) administrator account

the sa account

the server admin login account of the logical server

139. HOTSPOT

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

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

native support for cross-database queries and transactions

built-in high availability

system-Initiated automatic backups

support for encryption at rest

Page 15 of 36

141. DRAG DROP

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.

142. HOTSPOT

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

143. A team of developers has computers Thai run Windows 10 and Ubuntu Desktop.

The developers need to connect to and query an Azure SQL database from the computers. The developers require code assistance features such as intellSense.

What should the developers use ?

Azure Data Studio

sq1cmd

Microsoft SQL Server Management Studio (SSMS)

Azure Data Explorer

144. HOTSPOT

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

145. HOTSPOT

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

146. HOTSPOT

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

147. HOTSPOT

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

148. HOTSPOT

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

149. What are two uses of data visualization? Each correct answer present a complete solution. NOTE: Each correct selection is worth one point.

Represent trends and patterns over time.

Communicate the significance of data.

implement machine learning to predict future values.

Consistently implement business logic across reports

150. HOTSPOT

Select the answer that correctly completes the sentence.

Page 16 of 36

151. HOTSPOT

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

152. HOTSPOT

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

153. HOTSPOT

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

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

REVOKE

DISABLE

CREATE

UPDATE

155. HOTSPOT

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

156. HOTSPOT

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

157. DRAG DROP

Match the security components to the appropriate scenarios.

To answer, drag the appropriate component from the column on the left to its scenario on the right. Each component may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

158. 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?

Microsoft SQL Server Management Studio (SSMS)

Azure Data Studio

Azure CLI

Azure PowerShell

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

Which Azure service should you use?

Azure HDInsight

Azure SQL Database

Azure Cosmos DB

SQL Server on Azure virtual machines

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

✑ Native SQL API access

✑ Configurable indexes

What should you recommend?

Azure Files

Azure Blob storage

Azure Table storage

Azure Cosmos DB

Page 17 of 36

161. 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.

complete control over backup and restore processes

access to the latest features

in-database machine learning services

reduced administrative effort for managing the server infrastructure

162. DRAG DROP

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.

163. HOTSPOT

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

164. HOTSPOT

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

165. 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?

Archive

Hot

Cool

166. HOTSPOT

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

167. HOTSPOT

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

168. 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?

predictive

prescription

descriptive

diagnostic

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

Which Azure service should you use?

Azure Cosmos DB

Azure Table storage

Azure Files

Azure Blob Storage

170. HOTSPOT

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

Page 18 of 36

171. HOTSPOT

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

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

Which type of processing does the application use?

Online Transaction Processing (OLTP)

batch processing

Online Analytical Processing (OLAP)

stream processing

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

Which type of workload describes this scenario?

Online Transaction Processing (OLTP)

batch

massively parallel processing (MPP)

streaming

174. HOTSPOT

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

175. HOTSPOT

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

176. HOTSPOT

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

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

native support for cross-database queries and transactions

built-in high availability

system-Initiated automatic backups

support for encryption at rest

178. HOTSPOT

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

179. 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?

a waterfall chart

a ribbon chart

a bar chart

a decomposition tree

180. HOTSPOT

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

Page 19 of 36

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

SELECT

INSERT

DELETE

DROP

182. Your company needs to design a database that shows how changes traffic in one area of a network affect other components on the network.

Which type of data store should you use?

Key/value

Graph

Document

columnar

183. HOTSPOT

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

184. A team of developers has computers Thai run Windows 10 and Ubuntu Desktop.

The developers need to connect to and query an Azure SQL database from the computers.

The developers require code assistance features such as intellSense.

What should the developers use?

Azure Data Studio

sq1cmd

Microsoft SQL Server Management Studio (SSMS)

Azure Data Explorer

185. HOTSPOT

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

186. You are deploying a software as a service (SaaS) application that requires a relational database for Online Transaction Processing (OLTP) .

Which Azure service should you use to support the application?

Azure Cosmos D3

Azure Synapse Analytics

Azure HCMmtghi

Azure SQL Database

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

Azure SQL Database Hyperscale

Azure SQL managed instance

Azure SQL Database serveless

Azure SQL Database elastic pod

188. 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.

container

item

database

partition

189. HOTSPOT

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

190. Which scenario is an example of a streaming workload?

sending transactions that are older than a month to an archive

sending transactions daily from point of sale (POS) devices

sending telemetry data from edge devices

sending cloud infrastructure metadata every 30 minutes

Page 20 of 36

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

geo-redundancy

multi-region writes

production or non-reduction account type

API

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

Which command should you run?

az scorage share create

az scorage account creace

az cosmosdb creace

az scorage concainer creace

193. DRAG DROP

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.

194. HOTSPOT

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

195. You need to perform hybrid transactional and analytical processing (HTAP) queries against Azure Cosmos DB data sources by using Azure Synapse Analytics.

What should you use?

Synapse pipelines

a Synapse SQL pool

Synapse Link

Synapse Studio

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

denormalized data

heavy writes and moderate reads

light writes and heavy reads

schema on write

schema on read

normalized data

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

control flow

linked services

datasets

the integration runtime

198. 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?

document

columnar

graph

time series

199. HOTSPOT

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

200. HOTSPOT

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

Page 21 of 36

201. Which three actions are used when performing diagnostic analytics?

• Identify data anomalies • Collect anomaly-related data • Discover relationships and trends that explain anomalies.

• Identify data anomalies • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Apply serf-learning loops to draw inferences from anomalies. • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Identify data anomalies • Use machine learning to find patterns in large datasets. • Discover relationships and trends that explain anomalies.

202. DRAG DROP

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.

203. You need to design and model a database by using a graphical tool that supports project-oriented offline database development.

What should you use?

Microsoft SQL Server Data Tools (SSDT)

Microsoft SQL Server Management Studio (SSMS)

Azure Databricks

Azure Data Studio

204. HOTSPOT

You have the following SQL query.

NOTE: Each correct selection is worth one point.

205. HOTSPOT

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

206. HOTSPOT

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

207. 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?

INSERT

MERGE

UPDATE

CREATE

208. HOTSPOT

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

209. HOTSPOT

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

210. Which two Azure services can be used to provision Apache Spark clusters? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point. (Choose two.)

Azure Time Series Insights

Azure HDInsight

Azure Databricks

Azure Log Analytics

Page 22 of 36

211. 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.

container

item

database

partition

212. 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?

INSERT

MERGE

UPDATE

CREATE

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

SELECT

JOIN

MERGE

CREATE

214. HOTSPOT

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

215. HOTSPOT

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

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

Azure Queue storage

Azure Data Lake Storage

Azure table storage

Azure Files

217. You manage an application that stores data in a shared folder on a Windows server.

You need to move the shared folder to Azure Storage.

Which type of Azure Storage should you use?

queue

blob

file

table

218. DRAG DROP

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.

219. HOTSPOT

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

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

geo-redundancy

multi-region writes

production or non-reduction account type

API

Page 23 of 36

221. What are two uses of data visualization? Each correct answer present a complete solution. NOTE: Each correct selection is worth one point.

Represent trends and patterns over time.

Communicate the significance of data.

implement machine learning to predict future values.

Consistently implement business logic across reports

222. Which three actions are used when performing diagnostic analytics?

• Identify data anomalies • Collect anomaly-related data • Discover relationships and trends that explain anomalies.

• Identify data anomalies • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Apply serf-learning loops to draw inferences from anomalies. • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Identify data anomalies • Use machine learning to find patterns in large datasets. • Discover relationships and trends that explain anomalies.

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

database

partition

collection

account

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

Azure Disk Storage

Azure Data Lake Storage

Azure Blob storage

Azure Queue storage

225. DRAG DROP

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.

226. DRAG DROP

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.

227. You need to develop a solution to provide data to executives. the solution must provide an interactive graphic interface, depict various key performance indications, and support data exploration by using drill down.

What should you use in Microsoft Power BI?

a dashboard

Microsoft Power Apps

a dataflow

a report

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

INSERT

DISABLE

ALTER

DROP

229. HOTSPOT

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

230. HOTSPOT

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

Page 24 of 36

231. Which storage solution supports access control lists (ACLs) at the file and folder level?

Azure Data Lake Storage

Azure Cosmos DB

Azure Queue storage

Azure Blob storage

232. DRAG DROP

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.

233. Your company needs to design a database that illustrates the relationships between utilization levels of individual network devices across a local area network.

Which type of data store should you use?

graph

key/value

document

columnar

234. 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?

Archive

Hot

Cool

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

Which Azure service should you use?

Azure Cosmos DB

Azure Table storage

Azure Files

Azure Blob Storage

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

control flow

linked services

datasets

the integration runtime

237. HOTSPOT

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

238. DRAG DROP

Match the Azure Cosmos DB APIs to the appropriate data structures.

To answer, drag the appropriate API from the column on the left to its data structure on the right. Each API may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

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

JOIN

VALUES

set

KEY

240. Your company needs to design a database that shows how changes traffic in one area of a network affect other components on the network.

Which type of data store should you use?

Key/value

Graph

Document

columnar

Page 25 of 36

241. A team of developers has computers Thai run Windows 10 and Ubuntu Desktop.

The developers need to connect to and query an Azure SQL database from the computers.

The developers require code assistance features such as intellSense.

What should the developers use?

Azure Data Studio

sq1cmd

Microsoft SQL Server Management Studio (SSMS)

Azure Data Explorer

242. 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.

Azure Databricks

Azure Log Analytics

Azure Time Series Insights

Azure HDinsight

243. HOTSPOT

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

244. Which three actions are used when performing diagnostic analytics?

• Identify data anomalies • Collect anomaly-related data • Discover relationships and trends that explain anomalies.

• Identify data anomalies • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Apply serf-learning loops to draw inferences from anomalies. • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Identify data anomalies • Use machine learning to find patterns in large datasets. • Discover relationships and trends that explain anomalies.

245. When provisioning an Azure Cosmos DB account, which feature provides redundancy within an Azure region?

multi-master replication

Availability Zones

automatic failover

the strong consistency level

246. DRAG DROP

Match the types of analytics that can be used to answer the business questions.

To answer, drag the appropriate analytics type from the column on the left to its question on the right. Each analytics type may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

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

denormalized data

heavy writes and moderate reads

light writes and heavy reads

schema on write

schema on read

normalized data

248. HOTSPOT

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

249. HOTSPOT

You have the following SQL query.

NOTE:Each correct selection is worth one point.

250. HOTSPOT

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

Page 26 of 36

251. HOTSPOT

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

252. HOTSPOT

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

253. DRAG DROP

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.

254. You have an Azure SQL database that you access directly from the internet.

You recently changed your external IP address.

After changing the IP address, you can no longer access the database. You can connect to other resources in Azure

What is a possible cause of the issue?

a database-level firewall

role-based access control (RSAC)

Dynamic Host Configuration Protocol (DHCP)

Domain Name Service (DNS)

255. 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?

key/value

graph

columnar

document

256. You need to recommend a non-relational data store that is optimized for storing and retrieving files, videos, audio stream, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file.

Which type of data store should you recommend?

document

key/value

object

columnar

257. HOTSPOT

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

258. What is the primary purpose of a data warehouse?

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

to provide transformation services between source and target data stores

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

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

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

a linked service

an integration runtime

a control flow

a pipeline

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

Which statement should you use?

MERGE

ALTER

INSERT

UPDATE

Page 27 of 36

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

Which Azure service should you use?

Azure Files

Azure Blob storage

Azure Cosmos DB

Azure Table storage

262. DRAG DROP

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.

263. HOTSPOT

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

264. 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?

Microsoft SQL Server Management Studio (SSMS)

Azure Data Studio

Azure CLI

Azure PowerShell

265. HOTSPOT

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

266. What should you use to build a Microsoft Power BI paginated report?

Power BI report Builder

Power BI Desktop

Charticulator

the Power BI service

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

Azure SQL Database Hyperscale

Azure SQL managed instance

Azure SQL Database serveless

Azure SQL Database elastic pod

268. HOTSPOT

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

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

Which type of processing does the application use?

Online Transaction Processing (OLTP)

batch processing

Online Analytical Processing (OLAP)

stream processing

270. HOTSPOT

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

Page 28 of 36

271. Which two Azure services can be used to provision Apache Spark clusters? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point. (Choose two.)

Azure Time Series Insights

Azure HDInsight

Azure Databricks

Azure Log Analytics

272. 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.

container

item

database

partition

273. 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?

INSERT

MERGE

UPDATE

CREATE

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

SELECT

JOIN

MERGE

CREATE

275. HOTSPOT

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

276. HOTSPOT

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

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

Azure Queue storage

Azure Data Lake Storage

Azure table storage

Azure Files

278. You manage an application that stores data in a shared folder on a Windows server.

You need to move the shared folder to Azure Storage.

Which type of Azure Storage should you use?

queue

blob

file

table

279. DRAG DROP

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.

280. HOTSPOT

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

Page 29 of 36

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

geo-redundancy

multi-region writes

production or non-reduction account type

API

282. What are two uses of data visualization? Each correct answer present a complete solution. NOTE: Each correct selection is worth one point.

Represent trends and patterns over time.

Communicate the significance of data.

implement machine learning to predict future values.

Consistently implement business logic across reports

283. Which three actions are used when performing diagnostic analytics?

• Identify data anomalies • Collect anomaly-related data • Discover relationships and trends that explain anomalies.

• Identify data anomalies • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Apply serf-learning loops to draw inferences from anomalies. • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Identify data anomalies • Use machine learning to find patterns in large datasets. • Discover relationships and trends that explain anomalies.

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

database

partition

collection

account

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

Azure Disk Storage

Azure Data Lake Storage

Azure Blob storage

Azure Queue storage

286. DRAG DROP

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.

287. DRAG DROP

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.

288. You need to develop a solution to provide data to executives. the solution must provide an interactive graphic interface, depict various key performance indications, and support data exploration by using drill down.

What should you use in Microsoft Power BI?

a dashboard

Microsoft Power Apps

a dataflow

a report

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

INSERT

DISABLE

ALTER

DROP

290. HOTSPOT

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

Page 30 of 36

291. HOTSPOT

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

292. Which storage solution supports access control lists (ACLs) at the file and folder level?

Azure Data Lake Storage

Azure Cosmos DB

Azure Queue storage

Azure Blob storage

293. DRAG DROP

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.

294. Your company needs to design a database that illustrates the relationships between utilization levels of individual network devices across a local area network.

Which type of data store should you use?

graph

key/value

document

columnar

295. 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?

Archive

Hot

Cool

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

Which Azure service should you use?

Azure Cosmos DB

Azure Table storage

Azure Files

Azure Blob Storage

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

control flow

linked services

datasets

the integration runtime

298. HOTSPOT

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

299. DRAG DROP

Match the Azure Cosmos DB APIs to the appropriate data structures.

To answer, drag the appropriate API from the column on the left to its data structure on the right. Each API may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

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

JOIN

VALUES

set

KEY

Page 31 of 36

301. Your company needs to design a database that shows how changes traffic in one area of a network affect other components on the network.

Which type of data store should you use?

Key/value

Graph

Document

columnar

302. A team of developers has computers Thai run Windows 10 and Ubuntu Desktop.

The developers need to connect to and query an Azure SQL database from the computers.

The developers require code assistance features such as intellSense.

What should the developers use?

Azure Data Studio

sq1cmd

Microsoft SQL Server Management Studio (SSMS)

Azure Data Explorer

303. 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.

Azure Databricks

Azure Log Analytics

Azure Time Series Insights

Azure HDinsight

304. HOTSPOT

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

305. Which three actions are used when performing diagnostic analytics?

• Identify data anomalies • Collect anomaly-related data • Discover relationships and trends that explain anomalies.

• Identify data anomalies • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Apply serf-learning loops to draw inferences from anomalies. • Predict when anomalies are likely to recur • Use analytical tools such as decision trees and regression.

• Identify data anomalies • Use machine learning to find patterns in large datasets. • Discover relationships and trends that explain anomalies.

306. When provisioning an Azure Cosmos DB account, which feature provides redundancy within an Azure region?

multi-master replication

Availability Zones

automatic failover

the strong consistency level

307. DRAG DROP

Match the types of analytics that can be used to answer the business questions.

To answer, drag the appropriate analytics type from the column on the left to its question on the right. Each analytics type may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.

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

denormalized data

heavy writes and moderate reads

light writes and heavy reads

schema on write

schema on read

normalized data

309. HOTSPOT

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

310. HOTSPOT

You have the following SQL query.

NOTE:Each correct selection is worth one point.

Page 32 of 36

311. HOTSPOT

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

312. HOTSPOT

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

313. HOTSPOT

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

314. DRAG DROP

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.

315. You have an Azure SQL database that you access directly from the internet.

You recently changed your external IP address.

After changing the IP address, you can no longer access the database. You can connect to other resources in Azure

What is a possible cause of the issue?

a database-level firewall

role-based access control (RSAC)

Dynamic Host Configuration Protocol (DHCP)

Domain Name Service (DNS)

316. 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?

key/value

graph

columnar

document

317. You need to recommend a non-relational data store that is optimized for storing and retrieving files, videos, audio stream, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file.

Which type of data store should you recommend?

document

key/value

object

columnar

318. HOTSPOT

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

319. What is the primary purpose of a data warehouse?

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

to provide transformation services between source and target data stores

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

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

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

a linked service

an integration runtime

a control flow

a pipeline

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321. A team of developers has computers Thai run Windows 10 and Ubuntu Desktop.

The developers need to connect to and query an Azure SCX database from the computers.

The developers require code assistance features such as intellSense.

What should the developers use?

Azure Data Studio

sq1cmd

Microsoft SQL Server Management Studio (SSMS)

Azure Data Explorer

322. HOTSPOT

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

323. You have an Azure SQL database that you access directly from the internet.

You recently changed your external IP address.

After changing the IP address, you can no longer access the database. You can connect to other resources in Azure.

What is a possible cause of the issue?

a database-level firewall

role-based access control (RSAC)

Dynamic Host Configuration Protocol (DHCP)

Domain Name Service (DNS)

324. 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.

report and dashboard creation

report sharing and distribution

data modeling

data acquisition and preparation

325. HOTSPOT

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

326. You need to develop a solution to provide data to executives. the solution must provide an interactive graphic interface, depict various key performance indications, and support data exploration by using drill down.

What should you use in Microsoft Power BI?

a dashboard

Microsoft Power Apps

a dataflow

a report

327. 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?

Archive

Hot

Cool

328. When can you use an Azure Resource Manager template?

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

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

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

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

329. HOTSPOT

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

330. HOTSPOT

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

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

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

descriptive

diagnostic

predictive

prescriptive

332. HOTSPOT

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

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

a control flow

a trigger

a parameter

an activity

334. 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?

relational

columnar

graph

time series

335. 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.

container

item

database

partition

336. HOTSPOT

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

337. HOTSPOT

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

338. You need to recommend a non-relational data store that is optimized for storing and retrieving files, videos, audio stream, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file.

Which type of data store should you recommend?

document

key/value

object

columnar

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

Which Azure service should you use?

Azure Cosmos DB

Azure Table storage

Azure Files

Azure Blob Storage

340. 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.

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

You must have SELECT access to the Products table.

You must have a user in the database.

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

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

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341. DRAG DROP

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.

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

Which type of processing does the application use?

Online Transaction Processing (OLTP)

batch processing

Online Analytical Processing (OLAP)

stream processing

343. 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.

a report page

a Microsoft PowerPoint slide

a visualization from a report

a dataflow

a text box

344. 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 table

an index

scalar function

a view

345. 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.

Azure Databricks

Azure Log Analytics

Azure Time Series Insights

Azure HDinsight

346. HOTSPOT

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

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

Which Azure service should you use?

Azure Files

Azure Blob storage

Azure Cosmos DB

Azure Table storage

348. HOTSPOT

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

349. DRAG DROP

Your company plans to load data from a customer relationship management (CRM) system to a data warehouse by using an extract load, and transform (ELT) process.

Where does data processing occur for each stage of the ELT process? To answer, drag the appropriate locations to the correct. Each location may be used 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.

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

Which type of workload describes this scenario?

Online Transaction Processing (OLTP)

batch

massively parallel processing (MPP)

streaming

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351. HOTSPOT

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

352. DRAG DROP

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.

353. HOTSPOT

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

354. HOTSPOT

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

355. HOTSPOT

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

356. 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?

Microsoft SQL Server Management Studio (SSMS)

Azure Data Studio

Azure CLI

Azure PowerShell

357. HOTSPOT

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

358. HOTSPOT

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

359. HOTSPOT

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

360. HOTSPOT

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