Microsoft Azure

Implementing Analytics Solutions Using Microsoft Fabric

DP-600

Learn to implement analytics solutions with the DP-600 exam focused on Microsoft Fabric.

150 questions 0 views Free
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Questions 11–20 of 150

Q11

A company needs to store large amounts of semi-structured data for analytics. Which Azure service is best suited for this?

  • A Azure SQL Database
  • B Azure Cosmos DB
  • C Azure Data Lake Storage
  • D Azure Table Storage
Explanation Azure Data Lake Storage is optimized for big data analytics on semi-structured data, unlike the other options.
Q12

You are configuring data transformation in Azure Data Factory. What happens when you set 'RemoveDuplicates' to true in a Copy Activity?

  • A Only unique records are copied.
  • B All records are copied without change.
  • C Records are copied with original duplicates.
  • D Transformations are skipped during the copy.
Explanation Setting 'RemoveDuplicates' to true ensures only unique records are copied, while other options describe incorrect behaviors.
Q13

Which service would you use to visualize real-time data in Microsoft Fabric?

  • A Power BI
  • B Azure Logic Apps
  • C Azure Batch
  • D Azure Data Factory
Explanation Power BI is designed for data visualization, unlike the others.
Q14

A company needs to analyze large data sets without building an infrastructure. What Azure service should they use?

  • A Azure Synapse Analytics
  • B Azure Blob Storage
  • C Azure Virtual Machines
  • D Azure Functions
Explanation Azure Synapse integrates storage and analytics without infrastructure.
Q15

You are configuring data ingestion in Microsoft Fabric. What happens if the data source becomes unavailable?

  • A Ingestion continues with cached data.
  • B Ingestion fails and retries only twice.
  • C Ingestion fails and proceeds to next source.
  • D Ingestion suspends until availability is restored.
Explanation Continuing with cached data is standard behavior for ingestion.
Q16

Which service is best for real-time data streaming?

  • A Azure Stream Analytics
  • B Azure Data Lake Storage
  • C Azure Synapse Analytics
  • D Azure Blob Storage
Explanation Azure Stream Analytics provides real-time analytics capabilities, while the others are for data storage or batch processing.
Q17

A company needs to analyze IoT data with a low-latency requirement, which tool should they use?

  • A Azure Data Factory
  • B Azure Event Hubs
  • C Azure SQL Database
  • D Azure Blob Storage
Explanation Azure Event Hubs is optimized for handling real-time big data streams such as IoT data, whereas the others are more suited for batch processing or storage.
Q18

You are configuring data security for Azure Synapse. What happens if you enable Managed Private Endpoints?

  • A Increased data transfer speed
  • B Enhanced security via private connection
  • C Reduced storage costs
  • D Easier public internet access
Explanation Managed Private Endpoints provide secure connectivity to Azure services over a private network, increasing security; the other options do not pertain to endpoint management benefits.
Q19

Which service in Microsoft Azure is used for large-scale data integration?

  • A Azure Data Factory
  • B Azure Functions
  • C Azure Blob Storage
  • D Azure Kubernetes Service
Explanation Azure Data Factory is specifically designed for large-scale data integration, while the other options serve different purposes.
Q20

A company needs to analyze streams of data in real time. Which service should they implement?

  • A Azure Synapse Analytics
  • B Azure Data Lake Storage
  • C Azure Stream Analytics
  • D Azure SQL Database
Explanation Azure Stream Analytics is optimized for real-time data analysis, unlike the other services.