Mar-2025 DP-900 Study Material, Preparation Guide and PDF Download [Q54-Q68]

Mar-2025 DP-900 Study Material, Preparation Guide and PDF Download

Free DP-900 Certification Sample Questions with Online Practice Test

The Microsoft DP-900 exam is a great starting point for those who are new to Azure and data analytics. It is also an opportunity for professionals who have been working with data and analytics for a while to validate their skills and knowledge. Microsoft Azure Data Fundamentals certification exam serves as a foundation for more advanced certifications, such as the Microsoft Certified: Azure Data Scientist Associate or the Microsoft Certified: Azure Data Engineer Associate. Ultimately, the Microsoft DP-900 exam is an excellent way to demonstrate proficiency in Azure data fundamentals and gain recognition in the industry.

NO.54 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

NO.55 For each of the following statements, select Yes if the statement is true. Otherwise select No.
NOTE: Each correct selection is worth one point.

NO.56 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.

NO.57 For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Explanation:

Box 1: Yes
Azure Databricks can consume data from SQL Databases using JDBC and from SQL Databases using the Apache Spark connector.
The Apache Spark connector for Azure SQL Database and SQL Server enables these databases to act as input data sources and output data sinks for Apache Spark jobs.
Box 2: Yes
You can stream data into Azure Databricks using Event Hubs.
Box 3: Yes
You can run Spark jobs with data stored in Azure Cosmos DB using the Cosmos DB Spark connector. Cosmos can be used for batch and stream processing, and as a serving layer for low latency access.
You can use the connector with Azure Databricks or Azure HDInsight, which provide managed Spark clusters on Azure.

NO.58 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.

Explanation:

Box 1: Azure Cosmos DB
In Azure Cosmos DB’s SQL (Core) API, items are stored as JSON. The type system and expressions are restricted to deal only with JSON types.
Box 2: Azure Files
Azure Files offers native cloud file sharing services based on the SMB protocol.

NO.59 For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Explanation

Box 1: Yes
Big data solutions often use long-running batch jobs to filter, aggregate, and otherwise prepare the data for analysis. Usually these jobs involve reading source files from scalable storage (like HDFS, Azure Data Lake Store, and Azure Storage), processing them, and writing the output to new files in scalable storage.
Box 2: No
Box 3: No

NO.60 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.

Reference:
https://docs.microsoft.com/en-us/azure/cosmos-db/faq

NO.61 For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Reference:
https://docs.microsoft.com/en-us/azure/data-lake-store/data-lake-store-get-started-portal
https://docs.microsoft.com/en-us/azure/storage/common/storage-account-overview
https://azure.microsoft.com/en-us/pricing/details/bandwidth/

NO.62 For each of the following statements, select Yes if the statement is true, Otherwise, select No.
NOTE: Each correct selection is worth one point.

NO.63 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.

Explanation

Box 1: Image files
Azure Blob storage is suitable for image files.
Box 2:Key/value pairs
Azure CosmosDB table API is a key-value storage hosted in the cloud.
Box 3: Relationship between employees
One-to-many relationships between business domain objects occur frequently: for example, one department
has many employees. There are several ways to implement one-to-many relationships in the Azure Table
service.

NO.64 To complete the sentence, select the appropriate option in the answer area.

NO.65 You need to ensure that users use multi-factor authentication (MFA) when connecting to an Azure SQL database.
Which type of authentication should you use?

 service principal authentication

 Azure Active Directory (Azure AD) authentication

 SQL authentication

 certificate authentication

NO.66 You have the following SQL query.

NOTE: Each correct selection is worth one point.

NO.67 Select the answer that correctly completes the sentence.

NO.68 For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Explanation

Box 1: Yes
Compute is separate from storage, which enables you to scale compute independently of the data in your system.
Box 2: Yes
You can use the Azure portal to pause and resume the dedicated SQL pool compute resources.
Pausing the data warehouse pauses compute. If your data warehouse was paused for the entire hour, you will not be charged compute during that hour.
Box 3: No
Storage is sold in 1 TB allocations. If you grow beyond 1 TB of storage, your storage account will automatically grow to 2 TBs.

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Microsoft DP-900 exam consists of 40-60 questions and has a time limit of 60 minutes. The questions are presented in multiple-choice format and are designed to test the candidate’s knowledge and understanding of the subject matter. DP-900 exam is available in several languages and can be taken online or in-person at a testing center.

Who should take the Microsoft DP-900: Microsoft Azure Data Fundamentals Exam

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