Microsoft Azure Data Fundamentals (DP-900)
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Chapter 1Describe core data concepts2 Simulators
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Chapter 2Identify considerations for relational data on Azure2 Simulators
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Chapter 3Describe considerations for working with non-relational data on Azure2 Simulators
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Chapter 4Describe an analytics workload on Azure2 Simulators
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REAL EXAM SIMULATORSExam Simulators5 Simulators
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Microsoft Azure Data Fundamentals (DP-900) Exam Simulator #1
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Microsoft Azure Data Fundamentals (DP-900) Exam Simulator #2
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Microsoft Azure Data Fundamentals (DP-900) Exam Simulator #1
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Question 1 of 50
1. Question
You want to retrieve the maximum value from a specific column in a table in a relational database on Azure. Which SQL statement should you use?
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Question 2 of 50
2. Question
A retail company wants to analyze its sales data stored in Azure SQL Database using Power BI. They want to create a calculated column in Power BI to calculate the profit margin for each product sold. Which feature of data models in Power BI should be used to achieve this?
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Question 3 of 50
3. Question
A company needs to ingest and process real-time telemetry data from IoT devices into Azure for their analytics workload. They require a service that can handle high data ingestion rates, perform real-time data processing, and trigger automated actions based on predefined rules. Which Azure service should they choose?
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Question 4 of 50
4. Question
You are designing a database solution in Azure that requires the ability to enforce complex business rules and constraints, such as triggers and stored procedures. Which Azure service would be the most suitable choice for this scenario?
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Question 5 of 50
5. Question
You need to perform real-time analytics on streaming data using Apache Spark. The analytics workload requires advanced analytics capabilities and machine learning integration. Which technology in Azure should you consider?
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Question 6 of 50
6. Question
You are designing an analytics workload on Azure for a retail company that wants to monitor customer purchasing patterns in real-time. They require immediate insights to optimize product recommendations. Which data processing method is most suitable for this scenario?
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Question 7 of 50
7. Question
A company wants to migrate its existing on-premises SQL Server database to Azure and ensure high availability and automatic backups. They want to offload management tasks and minimize administrative overhead. Which Azure service should they choose?
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Question 8 of 50
8. Question
A company wants to build a data warehouse solution on Azure that can handle both structured and unstructured data. They require a service that offers built-in advanced analytics capabilities and integration with various data sources. Which Azure service should they consider for this workload?
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Question 9 of 50
9. Question
A retail company wants to visualize the sales performance of different product categories across multiple stores in Microsoft Power BI. The visualization should display the total sales amount for each product category in a single view. Which visualization should the company use?
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Question 10 of 50
10. Question
A company wants to migrate its existing SQL Server database to Azure and take advantage of a fully managed service that offers automatic backups, high availability, and scalability. They also require support for advanced SQL Server features and minimal maintenance. Which Azure service should they choose?
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Question 11 of 50
11. Question
You are working on a project that requires running complex analytical queries on a large amount of data. The project involves aggregating and analyzing data from various sources, and the performance of the queries is a critical factor. Which Azure service should you choose to achieve optimal query performance in this scenario?
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Question 12 of 50
12. Question
You are developing a human resources management system on Azure for a company. The system needs to store employee data, including employee IDs, names, and job positions. One of the main considerations is to ensure data consistency and avoid data anomalies. How can normalization help address these considerations?
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Question 13 of 50
13. Question
You need to design a relational database in Azure that can handle high throughput and low latency for read-heavy workloads. Which Azure service would be the most suitable choice for this scenario?
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Question 14 of 50
14. Question
You are developing a new web application that requires a relational database for storing and managing data. The application will have a high volume of read and write operations, and it needs to scale seamlessly to accommodate growing user demands. Which Azure service is the most appropriate choice for this scenario?
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Question 15 of 50
15. Question
You are developing a sales management system on Azure for a retail company. The system needs to store product information, including product IDs, names, and prices. One of the key considerations is to minimize data redundancy and improve data storage efficiency. How can normalization contribute to addressing these considerations?
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Question 16 of 50
16. Question
A company wants to build a data warehousing solution on Azure to store and analyze large volumes of unstructured data from various sources. They need a service that provides scalability, supports complex data transformations, and offers integration with popular open-source frameworks like Apache Spark and Hadoop. Which Azure service should they consider for this workload?
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Question 17 of 50
17. Question
A company is using Azure Data Lake Storage Gen2 to store a large volume of data collected from various sources. They want to perform exploratory data analysis and visualizations using Power BI. Which data connectivity option in Power BI should they use to access and analyze the data in Azure Data Lake Storage Gen2?
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Question 18 of 50
18. Question
You want to retrieve a subset of rows from a table in a relational database on Azure based on specific conditions. Which SQL statement should you use?
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Question 19 of 50
19. Question
You are working with a relational database on Azure and need to remove specific rows from a table. Which SQL statement should you use?
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Question 20 of 50
20. Question
You are developing a human resources application for a company on Azure. The application needs to store employee records, including their personal details, job title, and department. The application should also support efficient querying of employee data based on different criteria, such as department or job title. Which of the following database objects would be most appropriate for storing and querying employee records?
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Question 21 of 50
21. Question
You need to ensure high availability and disaster recovery for your relational database in Azure. Which Azure service provides automated backups, point-in-time restore, and geo-replication features for relational data?
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Question 22 of 50
22. Question
A company wants to migrate its existing SQL Server database to Azure while minimizing the impact on its application code. They also need a managed service that offers automatic patching, backups, and high availability. Which Azure service should they choose?
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Question 23 of 50
23. Question
You are building a human resources management system on Azure. The system needs to store employee information, including employee ID, name, department, and salary. The system requires a data storage solution that can efficiently handle querying and reporting employee data based on different criteria, such as department or salary range. Which of the following database objects would be the most suitable for storing and querying employee information?
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Question 24 of 50
24. Question
You want to modify existing data in a table by replacing certain values with new values in a relational database on Azure. Which SQL statement should you use?
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Question 25 of 50
25. Question
You are designing a database for a university that needs to store information about students, courses, and instructors. One of the main objectives is to ensure data consistency and minimize data duplication. Which of the following options best describes how normalization can help achieve these goals?
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Question 26 of 50
26. Question
You are designing a relational database in Azure that requires high scalability to handle rapidly increasing data volume and user demand. Which Azure service provides a fully managed relational database solution with automatic scaling capabilities?
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Question 27 of 50
27. Question
You are developing a new web application that requires a relational database to store customer information, order details, and product inventory. The application needs to handle a large number of concurrent users and requires high scalability. Which Azure service should you choose for this scenario?
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Question 28 of 50
28. Question
You are building an e-commerce application on Azure that needs to store customer orders. Each order includes information such as customer name, order date, and total amount. The application requires a data storage solution that can efficiently handle high transaction volumes and ensure data consistency. Which of the following database objects would be the best choice for storing customer orders?
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Question 29 of 50
29. Question
You are planning to migrate an existing open-source PostgreSQL database to Azure. You require a fully managed service that provides compatibility with PostgreSQL and offers high availability. Which Azure database service should you choose?
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Question 30 of 50
30. Question
You are developing a customer relationship management (CRM) system on Azure. The system needs to store customer information, including customer ID, name, contact details, and purchase history. The system requires a data storage solution that can efficiently handle querying and analyzing customer data based on different criteria, such as customer ID or purchase date range. Which of the following database objects would be the most suitable for storing and querying customer information in the CRM system?
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Question 31 of 50
31. Question
You are developing an application that requires hosting an open-source relational database system with the ability to scale horizontally across multiple nodes to handle increasing workloads. The application needs to ensure high performance and low latency for read and write operations. Which Azure database service should you choose?
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Question 32 of 50
32. Question
A company is running a legacy SQL Server database on-premises and wants to move to the cloud to reduce infrastructure costs and simplify management. They have specific customization requirements and need full control over the underlying server environment. Which Azure service should they choose?
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Question 33 of 50
33. Question
You are developing an application that requires a relational database with the ability to pause and resume to minimize costs during periods of inactivity. Which Azure service would be the most appropriate choice for this scenario?
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Question 34 of 50
34. Question
You are working on a project to develop a customer relationship management (CRM) system for a company. The CRM system needs to handle a large volume of customer data and provide efficient query processing. Which of the following options describes how normalization can contribute to achieving efficient query processing?
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Question 35 of 50
35. Question
A company needs to migrate its existing SQL Server database to Azure while minimizing downtime and ensuring compatibility with its current application. They also want to take advantage of automated patching and maintenance. Which Azure service should they choose?
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Question 36 of 50
36. Question
You are tasked with building a new application that requires a relational database with the ability to scale quickly to accommodate unpredictable increases in data volume and user demand. Which Azure service would be the most suitable choice for this scenario?
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Question 37 of 50
37. Question
You need to add a new column to an existing table in a relational database on Azure. Which SQL statement should you use?
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Question 38 of 50
38. Question
You are developing a customer relationship management (CRM) system for a company on Azure. The system needs to store customer information, including names, addresses, and contact details. One of the objectives is to ensure data consistency and avoid data duplication. How can normalization help achieve these goals?
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Question 39 of 50
39. Question
You are developing an application that requires seamless integration with Microsoft Excel and supports complex queries involving multiple tables. Which Azure service provides a relational data solution that fulfills these requirements?
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Question 40 of 50
40. Question
You are developing an application that requires a globally distributed, highly scalable, and schema-agnostic database for storing open-source NoSQL data. Which Azure database service should you choose?
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Question 41 of 50
41. Question
You want to retrieve all rows from a table in a relational database on Azure. Which SQL statement should you use?
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Question 42 of 50
42. Question
You are tasked with implementing a globally distributed open-source relational database system that requires multi-master replication and automatic conflict resolution. Which Azure database service should you choose?
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Question 43 of 50
43. Question
You are designing a data solution in Azure and need to ensure that your relational database can scale horizontally to handle increased workload demands. Which Azure service provides the capability to automatically scale a relational database horizontally?
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Question 44 of 50
44. Question
You are designing a healthcare management system on Azure that needs to store patient medical records. The system should allow for efficient searching and retrieval of records based on patient names or medical conditions. Which of the following database objects would be the most appropriate for storing and querying patient medical records?
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Question 45 of 50
45. Question
You are developing an e-commerce platform on Azure that needs to store product data, including product ID, name, category, and price. The platform requires a data storage solution that can efficiently handle product catalog management and support searching for products based on different attributes, such as category or price range. Which of the following database objects would be the best choice for storing and querying product data?
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Question 46 of 50
46. Question
You are building an online banking application on Azure that needs to store customer account information, including account numbers, balances, and transaction history. The application requires a data storage solution that can handle high-volume transactions and ensure data consistency. Which of the following database objects would be the best choice for storing customer account information?
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Question 47 of 50
47. Question
A company needs to migrate its existing SQL Server database to Azure while maintaining full administrative control over the database and operating system. They also require the ability to leverage SQL Server Integration Services (SSIS) for data integration workflows. Which Azure service should they choose?
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Question 48 of 50
48. Question
You are developing a new e-commerce application that requires real-time data synchronization between multiple locations. The application needs to support offline data access and conflict resolution. Which Azure service should you choose for this scenario?
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Question 49 of 50
49. Question
You want to retrieve specific columns from a table in a relational database on Azure. Which SQL statement should you use?
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Question 50 of 50
50. Question
You are designing a database for a human resources management system on Azure. The database needs to store employee information, including personal details, job history, and performance reviews. One of the main objectives is to minimize data redundancy and ensure efficient data storage. Which of the following options best describes how normalization can help achieve these goals?
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