Microsoft Azure

Microsoft Certified: Fabric Data Engineer Associate

DP-700

Achieve the Fabric Data Engineer Associate certification with the DP-700 exam.

150 questions 0 views Free
Start Mock Test Timed · Full-length · Scored

Questions 41–50 of 150

Q41

A company needs to monitor data pipeline performance. Which Azure service should they use?

  • A Azure Log Analytics
  • B Azure Event Hubs
  • C Data Lake Analytics
  • D Azure Data Share
Explanation Azure Log Analytics provides comprehensive monitoring and insights for data pipelines.
Q42

You are configuring a data access policy in Fabric. What happens if conditions are not met?

  • A Access is granted to all users
  • B Access is denied to all users
  • C Access is granted only to admins
  • D Access is enforced only for some users
Explanation If conditions are not met, the policy defaults to denying access to all users for security.
Q43

Which service is primarily used for real-time analytics in Azure Fabric?

  • A Azure Stream Analytics
  • B Azure Blob Storage
  • C Azure Data Factory
  • D Azure Functions
Explanation Azure Stream Analytics is designed for real-time data processing, unlike the others which serve different purposes.
Q44

A company needs to store unstructured data. Which Azure service should they choose?

  • A Azure SQL Database
  • B Azure Table Storage
  • C Azure Blob Storage
  • D Azure Archive Storage
Explanation Azure Blob Storage is optimal for unstructured data storage, while the others primarily handle structured data.
Q45

You are configuring a data pipeline that involves large datasets. What happens if you improperly set the dataset size limits?

  • A Pipeline runs successfully without issues
  • B Pipeline fails due to exceeded limits
  • C Data is automatically truncated
  • D Performance improves with larger datasets
Explanation Improper dataset size settings can cause pipeline failures, while the other options do not accurately describe outcomes of exceeding limits.
Q46

Which service is used for data integration in Azure Fabric?

  • A Azure Data Factory
  • B Azure Blob Storage
  • C Azure SQL Database
  • D Azure Functions
Explanation Azure Data Factory is designed for data integration; others serve different purposes.
Q47

A company needs to store large datasets and analyze them with minimal latency. Which option should be prioritized?

  • A Batch processing with Data Lake
  • B Real-time processing with Stream Analytics
  • C Data archiving in Blob Storage
  • D Cold storage in Cosmos DB
Explanation Real-time processing minimizes latency, unlike batch options.
Q48

You are configuring data governance in Azure Fabric. What happens if data classification is incorrectly set?

  • A No impact on querying data
  • B Increased costs for data storage
  • C Sensitive data may be exposed
  • D Faster data retrieval times
Explanation Incorrect classification can lead to data exposure, making it a security risk.
Q49

Which service would you use for real-time analytics on streaming data?

  • A Azure Stream Analytics
  • B Azure Blob Storage
  • C Azure SQL Database
  • D Azure Functions
Explanation Azure Stream Analytics is designed for real-time data processing, while the others serve different purposes.
Q50

A company needs to securely store sensitive information and allow controlled access to it. What Azure service should they use?

  • A Azure Data Lake Storage
  • B Azure Blob Storage
  • C Azure Key Vault
  • D Azure SQL Data Warehouse
Explanation Azure Key Vault is specifically designed for storing and managing sensitive information securely, unlike the other options.