Microsoft Azure Data Fundamentals
Last Update Oct 24, 2026
Total Questions : 341
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You have the following two tables of customer data.

Which type of data do the tables contain?
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.

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

What are two characteristics of real-time data processing? Each correct answer present a complete solution.
NOTE: Each correct selection is worth one point.
To complete the sentence, select the appropriate option in the answer area.

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

You need to store data by using Azure Table storage.
What should you create first?
Match the Azure services to the appropriate requirements.
To answer, drag the appropriate service 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.

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

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

Which service can be used to build extract, transform, and load (ETL) pipelines?
To complete the sentence, select the appropriate option in the answer area.

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?
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.
Which component of Azure Data Factory enables you to define a sequence of activities including for each iterators?
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?
You need to recommend a data store service that meets the following requirements:
Native SQL API access
Configurable indexes
What should you recommend?
You have a banking application that transfers money in to and out of accounts.
Of which type of solution is this is an example?
You have an e-commerce application that reads and writes data to an Azure SQL database. Which type of processing does the application use?
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.

Your company is designing a data store that will contain student data. The data has the following format.

Which type of data store should you use?
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?
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 ?
To complete the sentence select the appropriate option in the answer area.

Which Azure Data Factory component provides the compute environment for activities?
You have structured data in tabular format.
What represents an individual instance of a data entity?
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

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

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?
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.

Which Azure SQL offering supports automatic database scaling and automatic pausing of the database during inactive periods?
When provisioning an Azure Cosmos DB account, which feature provides redundancy within an Azure region?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Which Azure SQL offering provides near-IOO percent compatibility with on-premises Microsoft SQL Server instances, while providing automated updates,
backups, and maintenance tasks?
Match the data storage options to the appropriate types of data.
To answer, drag the appropriate data storage option from the column on the left to its data type on the right. Each data storage option may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.

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

You need to design and model a database by using a graphical tool that supports project-oriented offline
database development.
What should you use?
Match the job roles to the appropriate tasks.
To answer, drag the appropriate job role from the column on the left to its task on the right Each role may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.

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

You have data in a tabular format as shown in the following table.

Of which type of data is this an example?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

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

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

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.

You need to modify a view in a relational database by adding a new column.
Which statement should you use?
In Azure Table storage, each row in a table must be uniquely identified by which two components?
Each correct answer presents pan of the solution. NOTE: Each correct selection is worth one point.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

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.

Which property of a transactional workload guarantees that each transaction is treated as a single unit that either succeeds completely or fails completely?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Which Azure storage solution provides native support for POSIX-compliant access control lists (ACLs)?
Which setting can only be configured during the creation of an Azure Cosmos DB account?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

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

What are three characteristics of an Online Transaction Processing (OLTP) workload? Each correct answer presents a complete solution. (Choose three.)
NOTE: Each correct selection is worth one point.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

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

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

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

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.

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

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.

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.

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