You work for an organization as a data engineer. The organization wants to introduce an e-commerce website that would be a marketplace. Different vendors will be selling their products on the platform. There are arbitrary number of products with each seller. There are five different attributes for products. For example, VendorA offers a product named Watch Z and is has these attributes price, description, brand, part-number, and size. VendorB offers a similar product named Watch Z that contains attributes price, description, weight, and model. You are expected to implement a solution that does not restrict the product attributes each vendor is using for its respective product. You must use .NET to query product data in your solution. Solution: There needs to be an Azure SQL Database account created and it uses a managed instance. Do you think this is the right solution in this situation?

You work for an organization as a data engineer. The organization wants to introduce an e-commerce website that would be a marketplace. Different vendors will be selling their products on the platform. There are arbitrary number of products with each seller. There are five different attributes for products. For example, VendorA offers a product named Watch Z and is has these attributes price, description, brand, part-number, and size. VendorB offers a similar product named Watch Z that contains attributes price, description, weight, and model. You are expected to implement a solution that does not restrict the product attributes each vendor is using for its respective product. You must use .NET to query product data in your solution. Solution: A table storage account is created by you. Do you think this is the right solution in this situation?

You work for an organization as a data engineer. The organization wants to introduce an e-commerce website that would be a marketplace. Different vendors will be selling their products on the platform. There are arbitrary number of products with each seller. There are five different attributes for products. For example, VendorA offers a product named Watch Z and is has these attributes price, description, brand, part-number, and size. VendorB offers a similar product named Watch Z that contains attributes price, description, weight, and model. You are expected to implement a solution that does not restrict the product attributes each vendor is using for its respective product. You must use .NET to query product data in your solution. Solution: There needs to be a Cosmos DB account created and it uses the SQL API. Do you think this is the right solution in this situation?

An organization has hired you as a data engineer. You are required to develop a solution that takes in data contained in large pipe-delimited text files in an Azure Data Lake Gen 1 storage account and ingests it in Azure Data Warehouse. You now have to load the data. Solution: Following are the steps you take -Create an external file format and external data source -Create an external table that uses the external data source -Load the data from the external table Do you think this is the right solution in this situation?

You work for an organization as a data engineer. The organization wants to introduce an e-commerce website that would be a marketplace. Different vendors will be selling their products on the platform. There are arbitrary number of products with each seller. There are five different attributes for products. For example, VendorA offers a product named Watch Z and is has these attributes price, description, brand, part-number, and size. VendorB offers a similar product named Watch Z that contains attributes price, description, weight, and model. You are expected to implement a solution that does not restrict the product attributes each vendor is using for its respective product. You must use .NET to query product data in your solution. Solution: There needs to be a Cosmos DB account created and it uses the Table API. Do you think this is the right solution in this situation?

An organization has hired you as a data engineer. You are required to develop a solution that takes in data contained in large pipe-delimited text files in an Azure Data Lake Gen 1 storage account and ingests it in Azure Data Warehouse. You now have to load the data. Solution: Following are the steps you take -Create an external file format and external data source -Create an external table that uses the external data source -Load the data from the external table. Do you think this is the right solution in this situation?

An organization has hired you as a data engineer. You are required to develop a solution that takes in data contained in large pipe-delimited text files in an Azure Data Lake Gen 1 storage account and ingests it in Azure Data Warehouse. You now have to load the data. Solution: Following are the steps you take: -Create an external file format and external data source -Create an external table that uses the external data source -Load the data from the external table. Do you think this is the right solution in this situation?

An organization has hired you as a data engineer. You are required to develop a solution that takes in data contained in large pipe-delimited text files in an Azure Data Lake Gen 1 storage account and ingests it in Azure Data Warehouse. You now have to load the data. Solution: Following are the steps you take: -Create an Azure Databricks account and a linked server - Create an external table that points to the Azure Databricks account -Load the data by running the dbutils.fs.cp command Do you think this is the right solution in this situation?

You are hired as a data engineer for a company that manufacturers vehicles. The company is autonomous. The vehicles are manufactured with a transmitter installed in them. The transmitter submits sensor data over Advanced Message Queuing Protocol (AMQP). You are required to take out relevant information from the transmitter and transform it in real time so it could be sent to Power BI. Following are the steps you take to implement the solution: -Create an loT Hub instance -Create a Stream Analytics job that uses a query to extract data Do you think this is the right solution in this situation?

You are hired as a data engineer for a company that manufacturers vehicles. The company is autonomous. The vehicles are manufactured with a transmitter installed in them. The transmitter submits sensor data over Advanced Message Queuing Protocol (AMQP). You are required to take out relevant information from the transmitter and transform it in real time so it could be sent to Power BI. Following are the steps you take to implement the solution: -Create an Azure Relay service -Create an Azure Function app that extracts and queries data from Azure Relay. Do you think this is the right solution in this situation?

You are required to send exam data to Azure via test center web application. Choose from the following you think is the appropriate technology to receive the data.

You want to query data, filter the data and then send the data to Power BI for further use and data analysis. Which of the following technologies will you use?

You are required to select the most appropriate windowing function. Can you identify which one of the following would you use?

Can you identify the two data formats you should use if you need to add test data for analysis in Azure? (opt any TWO)

A company has hired you as a data engineer. You are required store a product catalog that you have, for which you create an Azure Cosmos DB account. The existing product catalog currently exists as a single Oracle database table. There are empty columns in the table. Around 20 percent are empty. There is a possibility of different attribute names and a different attribute count for each product. If you search the catalog, you should be able to do it by product id and category. For clothing, you must be able to search by size and for Laptops, you must be able to search by CPU speed. You also must be able to query data by using the following syntax from a web application:

Your company has hired you as a data engineer who is supposed to manage HDlnsight cluster. You want to use a web user interface to monitor the performance of the cluster. Which tool would you use for that?

Your company has hired you as a data engineer. You copy and transform data from Azure blob storage to an on-premises server using Azure Data Factory. What two actions would you perform to make sure the data is copied successfully? (opt any TWO)

Your company has hired you as a data engineer. Following is the query with which you create a table: CREATE TABLE License ( [ID] int, [Number] char(9) MASKED WITH (FUNCTION = 'partial(3, "xxxxx", 1)') NULL, [GivenName] varchar(20), [SurName] varchar(20) Here is the query you use to insert data: INSERT INTO License (ID, Number, GivenName. SurName) SELECT 1, '111222333', 'Sam'. 'Jack' And here is the query you use to return data: SELECT Number FROM License where ID=1 You need to determine which value is returned from the query. Identify the value that returned?

Your company has hired you as a data engineer. There is an HDlnsight cluster in Azure. What step would take if you want to monitor performance of the cluster?

Your company has hired you as a data engineer. Using Azure portal, you create an Azure Databricks account. There is data that needs to be ingested from blob storage into Databricks. You import a notebook from Github. Now you have to create the next resource in order for you to run code and ingest the data. Choose which of the following will you create next?

You are hired by a company as a data engineer. The company has an Azure Databricks account and the account has an imported notebook. You also create an Azure data factory. You are required to make sure Databricks can be accessed by Data Factory. Identify which of the following will you create?

Your company hires you as a data engineer. In the US East region, your company has an Azure Data Factory pipeline. You get to know that pipeline run-data gets deleted after 45 days. What would you do if the company asks you to keep the run-data from the pipeline for more than 45 days?

There is a Microsoft SQL Server 2019 database in your company and the database is hosted on an Azure virtual machine (VM). There is a web application that uses the database as its data store. It is detected that the page loading speed of shopping cart page on the application is slow as told by a few customers. What would be your step to take if you are required to determine the stored procedure that is being called when this page is accessed?

You have been hired as a data engineer for your company. You have an Azure Databricks account for which Azure Monitor is used to monitor. You are required to opt for a solution so you can send application metrics to Azure Monitor. Identify the library or tool you would opt for.

A new e-commerce solution is planned to be deployed in a Microsoft Azure environment. Azure SQL Database is the relational data store in this environment. Active geo-replication of the primary database is enabled. It is replicated to a secondary database located in another Azure region. It is required by the Marketing team to have updated prices in Azure SQL Database as soon as the new product range launch is announced. You have to make sure the changes in prices in the primary database reflect in the secondary database without a lag. What is the best step of action here?