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Free Microsoft DP-300 Practice Questions & Answers 2026 Part3

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Question #1
You have a version-8.0 Azure Database for MySQL database.You need to identify which database queries consume the most resources.Which tool should you use?
A. etrics
B. uery Performance Insight
C. lerts
D. uery Store
View answer
Correct Answer: D

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Question #2
You have an Azure SQL database that contains a table named factSales. FactSales contains the columns shown in the following table.FactSales has 6 billion rows and is loaded nightly by using a batch process. You must provide the greatest reduction in space for the database and maximizeperformance.Which type of compression provides the greatest space reduction for the database?
A. page compression
B. row compression
C. columnstore compression
D. columnstore archival compression
View answer
Correct Answer: D
Question #3
You have a Microsoft SQL Server 2019 database named DB1 that uses the following database-level and instance-level features.✑ Clustered columnstore indexes✑ Automatic tuning✑ Change tracking✑ PolyBaseYou plan to migrate DB1 to an Azure SQL database.What feature should be removed or replaced before DB1 can be migrated?
A. Clustered columnstore indexes
B. PolyBase
C. Change tracking
D. Automatic tuning
View answer
Correct Answer: B
Question #4
You plan to deploy an app that includes an Azure SQL database and an Azure web app. The app has the following requirements:The web app must be hosted on an Azure virtual network.The Azure SQL database must be assigned a private IP address.The Azure SQL database must allow connections only from a specific virtual network.You need to recommend a solution that meets the requirements.What should you include in the recommendation?
A. Azure Private Link
B. a network security group (NSG)
C. a database-level firewall
D. a server-level firewall
View answer
Correct Answer: A
Question #5
Your on-premises network contains a server that hosts a 60-TB database named DB1. The network has a 10- Mbps internet connection.You need to migrate DB1 to Azure. The solution must minimize how long it takes to migrate the database.What should you use?
A. Data Migration Assistant (DMA)
B. Azure Migrate
C. Azure Data Studio
D. Azure Data Box
View answer
Correct Answer: D
Question #6
You have an on-premises Microsoft SQL Server 2019 instance that hosts a database named DB1.You have an Azure subscription that contains an Azure SQL database named SQLDB1.You need to replicate DB1 to SQLDB1.Which type of replication should you use?
A. transactional
B. peer-to-peer
C. snapshot
D. merge
View answer
Correct Answer: A
Question #7
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.You have an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1.You have files that are ingested and loaded into an Azure Data Lake Storage Gen2 container named container1.You plan to insert data from the files into Table1 and transform the data. Each row of data in the files will produce one row in the serving layer of Table1.You need to ensure that when the source data files are loaded to container1, the DateTime is stored as an additional column in Table1.Solution: In an Azure Synapse Analytics pipeline, you use a Get Metadata activity that retrieves the DateTime of the files.Does this meet the goal?
A. Yes
B. No
View answer
Correct Answer: A
Question #8
What should you use to migrate the PostgreSQL database?
A. zure Data Box
B. zCopy
C. zure Database Migration Service
D. zure Site Recovery
View answer
Correct Answer: C
Question #9
You have an on-premises datacenter that contains a 2-TB Microsoft SQL Server 2019 database named DB1.You need to recommend a solution to migrate DB1 to an Azure SQL managed instance. The solution must minimize downtime and administrative effort.What should you include in the recommendation?
A. Log Replay Service (LRS)
B. log shipping
C. transactional replication
D. SQL Data Sync
View answer
Correct Answer: A
Question #10
You have an Azure Data Factory pipeline that performs an incremental load of source data to an Azure Data Lake Storage Gen2 account.Data to be loaded is identified by a column named LastUpdatedDate in the source table.You plan to execute the pipeline every four hours.You need to ensure that the pipeline execution meets the following requirements:- Automatically retries the execution when the pipeline run fails dueto concurrency or throttling limits.- Supports backfilling existing data in the table.Which type of trigger should you use?
A. vent
B. n-demand
C. umbling window
D. chedule
View answer
Correct Answer: C
Question #11
You have an Azure subscription that contains an Azure SQL database named DB1.You configure a new data sync group as shown in the exhibit. (Click the Exhibit tab.)You need to minimize how long it takes to perform the first sync.What should you do?
A. From Private endpoint connections, approve the private endpoint connection
B. From Private endpoint connections, create a new private endpoint connection
C. From Database Sync Group, select Sync
D. From Create Data Sync Group, change the sync frequency to 60 seconds
View answer
Correct Answer: A
Question #12
You have 20 Azure SQL databases provisioned by using the vCore purchasing model.You plan to create an Azure SQL Database elastic pool and add the 20 databases.Which three metrics should you use to size the elastic pool to meet the demands of your workload? Each correct answer presents part of the solution.Note: Each correct selection is worth one point.
A. total size of all the databases
B. geo-replication support
C. number of concurrently peaking databases * peak CPU utilization per database
D. maximum number of concurrent sessions for all the databases
E. total number of databases * average CPU utilization per database
View answer
Correct Answer: ACE
Question #13
You have an on-premises Microsoft SQL Server 2019 database named SQL1 that uses merge replication.You need to migrate SQL1 to Azure.Which service should you use?
A. Azure SQL Edge
B. Azure SQL Database
C. SQL Server on Azure Virtual Machines
D. Azure SQL Managed Instance
View answer
Correct Answer: C
Question #14
You have an on-premises Microsoft SQL server that uses the FileTables and Filestream features. You plan to migrate to Azure SQL Which service should you use?
A. SQL Server on Azure VM
B. Azure SQL Database
C. Azure SQL Managed Instance
D. Azure Database for MySQL
View answer
Correct Answer: A
Question #15
What is the minimum time for auto-failover?
A. 1 minute
B. 1 hour
C. 1 day
D. 1 week
View answer
Correct Answer: B
Question #16
You have an Azure subscription.You need to deploy an Azure SQL database by using a BACPAC file.Which command should you run?
A. az sql db create
B. az sql db op
C. az sql db import
D. az sql db copy
View answer
Correct Answer: C
Question #17
Which of the following is true for both Change Data Capture and Change Tracking?
A. They both track the data in previous versions of that row
B. They are both enabled by default
C. They both track whether the column was changed
D. To use it, you don't need to enable it for the database - you only need to enable for a table
View answer
Correct Answer: C
Question #18
You have 20 Azure SQL databases provisioned by using the vCore purchasing model.You plan to create an Azure SQL Database elastic pool and add the 20 databases.Which three metrics should you use to size the elastic pool to meet the demands of your workload? Each correct answer presents part of the solution.NOTE: Each correct selection is worth one point.
A. total size of all the databases
B. geo-replication support
C. number of concurrently peaking databases * peak CPU utilization per database
D. maximum number of concurrent sessions for all the databases
E. total number of databases * average CPU utilization per database
View answer
Correct Answer: ACE
Question #19
You need to recommend a solution that will enable remote developers to access DB1 and DB2. The solution must support the planned changes and meet the security requirements.What should you include in the recommendation?
A. a public endpoint via a database-level firewall rule
B. a Point-to-Site (P2S) VPN
C. a public endpoint via a server-level firewall rule
D. a private endpoint
View answer
Correct Answer: D
Question #20
You have an on-premises Microsoft SQL server that uses the FileTables and Filestream features.You plan to migrate to Azure SQL.Which service should you use?
A. Azure SQL Database
B. SQL Server on an Azure VM
C. Azure SQL Managed Instance
D. Azure Database for MySQL
View answer
Correct Answer: B
Question #21
Which of these is NOT a reason to use normalization?
A. Minimise duplicate data
B. Restrict what type of data can go in a particular column
C. Reduce inconsistent data
D. Simplifying queries
E.
View answer
Correct Answer: B
Question #22
You have a data warehouse in Azure Synapse Analytics.You need to ensure that the data in the data warehouse is encrypted at rest.What should you enable?
A. dvanced Data Security for this database
B. ransparent Data Encryption (TDE)
C. ecure transfer required
D. lways Encrypted for all columns
View answer
Correct Answer: B
Question #23
You have an Azure SQL managed instance.You need to gather the last execution of a query plan and its runtime statistics. The solution must minimize the impact on currently running queries.What should you do?
A. enerate an actual execution plan
B. enerate an estimated execution plan
C. un sys
D. enerate Live Query Statistics
View answer
Correct Answer: C
Question #24
Which of the following statements best describes the process of schema inference in the context of big data processing?
A. anually defining the schema for each dataset before processing
B. ssigning random data types to columns in unstructured data
C. utomatically determining the data structure of a dataset
D. ncrypting data based on its type
View answer
Correct Answer: C
Question #25
You need to recommend a solution that will enable remote developers to access DB1 and DB2. The solution must support the planned changes and meet the security requirements.What should you include in the recommendation?
A. a public endpoint via a database-level firewall rule
B. a Point-to-Site (P2S) VPN
C. a public endpoint via a server-level firewall rule
D. a private endpoint
View answer
Correct Answer: D
Question #26
What is the role of an Operator in an Apache Airflow DAG?A To schedule DAG runs based on time or external triggers
A. o represent a single task or a step within a DAG
B. o store metadata and logs for tasks and DAGs
C. o monitor the execution of DAGs and provide notifications
View answer
Correct Answer: C
Question #27
You need to provide an implementation plan to configure data retention for ResearchDB1. The solution must meet thesecurity and compliance requirements.What should you include in the plan?
A. onfigure the Deleted databases settings for ResearchSrv01
B. eploy and configure an Azure Backup server
C. onfigure the Advanced Data Security settings for ResearchDB1
D. onfigure the Manage Backups settings for ResearchSrv01
View answer
Correct Answer: D
Question #28
You have a Microsoft SQL Server 2019 instance in an on-premises datacenter. The instance contains a 4-TB database named DB1. You plan to migrate DB1 to an Azure SQL Database managed instance. What should you use to minimize downtime and data loss during the migration?
A. Adistributed availability groups
B. Bdatabase mirroring
C. Clog shipping
D. DDatabase Migration Assistant
View answer
Correct Answer: D
Question #29
You have an Azure Stream Analytics job.You need to ensure that the job has enough streaming units provisioned.You configure monitoring of the SU % Utilization metric.Which two additional metrics should you monitor? Each correct answer presents part of the solution.NOTE: Each correct selection is worth one point.
A. Late Input Events
B. Out of order Events
C. Backlogged Input Events
D. Watermark Delay
E. Function Events
View answer
Correct Answer: CD
Question #30
You are designing a streaming data solution that will ingest variable volumes of data.You need to ensure that you can change the partition count after creation.Which service should you use to ingest the data?
A. zure Event Hubs Standard
B. zure Stream Analytics
C. zure Data Factory
D. zure Event Hubs Dedicated
View answer
Correct Answer: D
Question #31
You are designing a streaming data solution that will ingest variable volumes of data. You need to ensure that you can change the partition count after creation. Which service should you use to ingest the data? The partition count for an event hub in a dedicated Event Hubs cluster can be increased after the event hub has been created. https://docs.microsoft.com/en-us/azure/event-hubs/event-hubs-features#partitions
A. Azure Event Hubs Standard
B. Azure Stream Analytics
C. Azure Data Factory
D. Azure Event Hubs Dedicated
View answer
Correct Answer: D
Question #32
You have an on-premises datacenter that contains a 14-TB Microsoft SQL Server database.You plan to create an Azure SQL managed instance and migrate the on-premises database to the new instance.Which three service tiers support the SQL managed instance? Each correct answer presents a complete solution.Note: Each correct selection is worth one point.
A. General Purpose Standard
B. Business Critical Memory Optimized Premium
C. General Purpose Premium
D. Business Critical Premium
E. Business Critical Standard
View answer
Correct Answer: ABC
Question #33
You have a Microsoft SQL Server 2017 server.You need to migrate the server to Azure. The solution must meet the following requirements:Ensure that the latest version of SQL Server is used.Support the SQL Server Agent service.Minimize administrative effort.What should you use?
A. an Azure SQL Database elastic pool
B. Azure SQL Database
C. SQL Server on Azure Virtual Machines
D. Azure SQL Managed Instance
View answer
Correct Answer: D
Question #34
You need to migrate an on-premises Microsoft SQL Server database to Azure SQL Database. The solution must minimize downtime.What should you do?
A. Configure Transaction Log Shipping
B. Implement Always On availability groups
C. Configure transactional replication
D. Import a BACPAC
View answer
Correct Answer: C
Question #35
When writing a DataFrame to a CSV file, what potential issues should you consider and how can you address them?
A. ll of the above
B. nsure proper handling of special characters and delimiters to avoid data corruption
C. hoose an appropriate compression format like Gzip to reduce file size
D. o specific issues need to be considered, as CSV is a simple format
View answer
Correct Answer: A
Question #36
You have an Azure subscription.You plan to provision a single Azure SQL database.You need to ensure that the database supports the autoscaling of compute resources.Which service tier should you choose?
A. Premium
B. General Purpose
C. Business Critical
D. Standard
View answer
Correct Answer: B
Question #37
What is the difference between the Standard version and the Premium version of Azure Key Vault?
A. The Standard version allows for Cryptographic Operations as well as Key Management Operations
B. The Premium version allows for Cryptographic Operations as well as Key Management Operations
C. The Standard version allows for a Hardware Security Module (HSM)
D. The Premium version allows for a Hardware Security Module (HSM)
View answer
Correct Answer: D
Question #38
You have five on-premises servers that have Microsoft SQL Server 2022 Enterprise installed. Each server contains multiple database that store data for web apps and are backed up by using a third-party backup solution.You plan to migrate the databases to Azure.You need to recommend a solution to host the databases. The solution must meet the following requirements:Compute and storage resources must be shared across the databases.Costs must be minimized.What should you include in the recommendation?
A. Azure SQL Managed Instance
B. Azure SQL Database
C. an Azure SQL Database elastic pool
D. SQL Server on Azure Virtual Machines
View answer
Correct Answer: D
Question #39
Which windowing function should you use to perform the streaming aggregation of the sales data?
A. liding
B. opping
C. ession
D. umbling
View answer
Correct Answer: D

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