Microsoft 70-475 Braindumps 2021

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NEW QUESTION 1
You need to create a new Microsoft Azure data factory by using Azure PowerShell. The data factory will have a pipeline that copies data to and from Azure Storage.
Which four cmdlets should you use in sequence? To answer, move the appropriate cmdlets from the list of cmdlets to the answer area and arrange them in the correct order.
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    Answer:

    Explanation: Perform these operations in the following order:
    70-475 dumps exhibit Create a data factory.
    70-475 dumps exhibit Create linked services.
    70-475 dumps exhibit Create datasets.
    70-475 dumps exhibit Create a pipeline.
    Step 1: New-AzureRMDataFactory Create a data factory
    The New-AzureRmDataFactory cmdlet creates a data factory with the specified resource group name and location.
    Step 2: New-AzureRMDataFactoryLinkedService
    Create linked services in a data factory to link your data stores and compute services to the data factory. The New-AzureRmDataFactoryLinkedService cmdlet links a data store or a cloud service to Azure Data
    Factory.
    Step 3: New-AzureRMDataFactoryDataset
    You define a dataset that represents the data to copy from a source to a sink. It refers to the Azure Storage linked service you created in the previous step.
    The New-AzureRmDataFactoryDataset cmdlet creates a dataset in Azure Data Factory.
    Step 4: New-AzureRMDataFactoryPipeline You create a pipeline.
    The New-AzureRmDataFactoryPipeline cmdlet creates a pipeline in Azure Data Factory. References:
    https://docs.microsoft.com/en-us/azure/data-factory/quickstart-create-data-factory-powershell https://docs.microsoft.com/en-us/powershell/module/azurerm.datafactories/new-azurermdatafactory

    NEW QUESTION 2
    You have a large datacenter.
    You plan to track the hardware failure notifications that occur in the datacenter. You expect to collect approximated 2 TB of data each month. You need to recommend a solution that meets the following requirements:
    • Operators must be informed by email as soon as a hardware failure occurs.
    • All event data associated with a hardware failure must be preserved for 24 months. The solution must minimize costs.
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      Answer:

      Explanation: 70-475 dumps exhibit

      NEW QUESTION 3
      Your company builds hardware devices that contain sensors. You need to recommend a solution to process the sensor data and. What should you include in the recommendation?

      • A. Microsoft Azure Event Hubs
      • B. API apps in Microsoft Azure App Service
      • C. Microsoft Azure Notification Hubs
      • D. Microsoft Azure IoT Hub

      Answer: A

      NEW QUESTION 4
      You need to configure the alert to meet the requirements for ETL.
      Which settings should you use for the alert? To answer, select the appropriate options in the answer area.
      NOTE: Each correct selection is worth one point.
      70-475 dumps exhibit

        Answer:

        Explanation: Scenario: Relecloud identifies the following requirements for extract, transformation, and load (ETL): An email alert must be generated when a failure of any type occurs during ETL processing.

        NEW QUESTION 5
        You are designing an application that will perform real-time processing by using Microsoft Azure Stream Analytics.
        You need to identify the valid outputs of a Stream Analytics job.
        What are three possible outputs that you can use? Each correct answer presents a complete solution.
        NOTE: Each correct selection is worth one point.

        • A. Microsoft Power BI
        • B. Azure SQL Database
        • C. a Hive table in Azure HDInsight
        • D. Azure Blob storage
        • E. Azure Redis Cache

        Answer: ABD

        Explanation: https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-define-outputs

        NEW QUESTION 6
        You need to design the data load process from DB1 to DB2. Which data import technique should you use in the design?

        • A. PolyBase
        • B. SQL Server Integration Services (SSIS)
        • C. the Bulk Copy Program (BCP)
        • D. the BULK INSERT statement

        Answer: C

        NEW QUESTION 7
        You have a Microsoft Azure Stream Analytics solution.
        You need to identify which types of windows must be used to group lite following types of events:
        70-475 dumps exhibit Events that have random time intervals and are captured in a single fixed-size window
        70-475 dumps exhibit Events that have random time intervals and are captured in overlapping windows
        Which window type should you identify for each event type? To answer, select the appropriate options in the answer area.
        NOTE: Each correct selection is worth one point.
        70-475 dumps exhibit

          Answer:

          Explanation: Box 1. A sliding Window Box 2: A sliding Window
          With a Sliding Window, the system is asked to logically consider all possible windows of a given length and output events for cases when the content of the window actually changes – that is, when an event entered or existed the window.

          NEW QUESTION 8
          You use Microsoft Azure Data Factory to orchestrate data movement and data transformation within Azure. You need to identify which data processing failures exceed a specific threshold. What are two possible ways to achieve the goal? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

          • A. View the Diagram tile on the Data Factory blade of the Azure portal.
          • B. Set up an alert to send an email message when the number of failed validations is greater than the threshold.
          • C. View the data factory metrics on the Data Factory blade of the Azure portal.
          • D. Set up an alert to send an email message when the number of failed slices is greater than or equal to the threshold.

          Answer: A

          NEW QUESTION 9
          You have a Microsoft Azure Stream Analytics job that contains several pipelines.
          The Stream Analytics job is configured to trigger an alert when the sale of products in specific categories exceeds a specified threshold.
          You plan to change the product-to-category mappings next month to meet future business requirements.
          You need to create the new product-to-category mappings to prepare for the planned change. The solution must ensure that the Stream Analytics job only uses the new product-to-category mappings when the
          mappings are ready to be activated.
          Which naming structure should you use for the file that contains the product-to-category mappings?

          • A. Use any date after the day the file becomes active.
          • B. Use any date before the day the categories become active.
          • C. Use the date and hour that the categories are to become active.
          • D. Use the current date and time.

          Answer: C

          NEW QUESTION 10
          Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the states goals. Some question sets might have more than one correct solution, while the others might not have a correct solution.
          After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
          You plan to implement a new data warehouse.
          You have the following information regarding the data warehouse:
          70-475 dumps exhibit The first data files for the data warehouse will be available in a few days.
          70-475 dumps exhibit Most queries that will be executed against the data warehouse are ad-hoc.
          70-475 dumps exhibit The schemas of data files that will be loaded to the data warehouse change often.
          70-475 dumps exhibit One month after the planned implementation, the data warehouse will contain 15 TB of data. You need to recommend a database solution to support the planned implementation.
          Solution: You recommend an Apache Hadoop system. Does this meet the goal?

          • A. Yes
          • B. No

          Answer: A

          NEW QUESTION 11
          Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
          After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
          Your company has multiple databases that contain millions of sales transactions. You plan to implement a data mining solution to identity purchasing fraud.
          You need to design a solution that mines 10 terabytes (TB) of sales data. The solution must meet the following requirements:
          • Run the analysis to identify fraud once per week.
          • Continue to receive new sales transactions while the analysis runs.
          • Be able to stop computing services when the analysis is NOT running.
          Solution: You create a Cloudera Hadoop cluster on Microsoft Azure virtual machines. Does this meet the goal?

          • A. Yes
          • B. No

          Answer: A

          Explanation: Processing large amounts of unstructured data requires serious computing power and also maintenance effort. As load on computing power typically fluctuates due to time and seasonal influences and/or processes running on certain times, a cloud solution like Microsoft Azure is a good option to be able to scale up easily and pay only for what is actually used.

          NEW QUESTION 12
          You have an Apache Hadoop system that contains 5 TB of data.
          You need to create queries to analyze the data in the system. The solution must ensure that the queries execute as quickly as possible.
          Which language should you use to create the queries?

          • A. Apache Pig
          • B. Java
          • C. Apache Hive
          • D. MapReduce

          Answer: D

          NEW QUESTION 13
          You need to implement a security solution for Microsoft Azure SQL database. The solution must meet the following requirements:
          70-475 dumps exhibit Ensure that users can see the data from their respective department only.
          70-475 dumps exhibit Prevent administrators from viewing the data.
          Which feature should you use for each requirement? To answer, drag the appropriate features to the correct requirements. Each feature may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
          NOTE: Each correct selection is worth one point.
          70-475 dumps exhibit

            Answer:

            Explanation: 70-475 dumps exhibit

            NEW QUESTION 14
            Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
            After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
            You plan to deploy a Microsoft Azure SQL data warehouse and a web application.
            The data warehouse will ingest 5 TB of data from an on-premises Microsoft SQL Server database daily. The web application will query the data warehouse.
            You need to design a solution to ingest data into the data warehouse.
            Solution: You use SQL Server Integration Services (SSIS) to transfer data from SQL Server to Azure SQL Data Warehouse.
            Does this meet the goal?

            • A. Yes
            • B. No

            Answer: B

            Explanation: Integration Services (SSIS) is a powerful and flexible Extract Transform and Load (ETL) tool that supports complex workflows, data transformation, and several data loading options.
            The main drawback is speed. We should use Polybase instead.
            References: https://docs.microsoft.com/en-us/sql/integration-services/sql-server-integration-services

            NEW QUESTION 15
            Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the states goals. Some question sets might have more than one correct solution, while the others might not have a correct solution.
            After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
            You have an Apache Spark system that contains 5 TB of data.
            You need to write queries that analyze the data in the system. The queries must meet the following requirements:
            70-475 dumps exhibit Use static data typing.
            70-475 dumps exhibit Execute queries as quickly as possible.
            70-475 dumps exhibit Have access to the latest language features.
            Solution: You write the queries by using Python.

            • A. Yes
            • B. No

            Answer: B

            NEW QUESTION 16
            You have a Microsoft Azure Machine Learning Solution that contains several Azure Data Factory pipeline jobs.
            You discover that the jobs for a dataset named CustomerSalesData fails. You resolve the issue that caused the job to fail.
            You need to rerun the slices for CustomerSalesData. What should you do?

            • A. Run the Set-AzureRMDataFactorySliceStatus cmdlet and specify the–Status Retry parameter.
            • B. Run the Set-AzureRMDataFactorySliceStatus cmdlet and specify the–Status PendingExecution parameter.
            • C. Run the Resume-AzureRMDataFactoryPipeline cmdlet and specify the–Status Retry parameter.
            • D. Run the Resume-AzureRMDataFactoryPipeline cmdlet and specify the–Status PendingExecution parameter.

            Answer: B

            NEW QUESTION 17
            Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the states goals. Some question sets might have more than one correct solution, while the others might not have a correct solution.
            After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
            You have an Apache Spark system that contains 5 TB of data.
            You need to write queries that analyze the data in the system. The queries must meet the following requirements:
            70-475 dumps exhibit Use static data typing.
            70-475 dumps exhibit Execute queries as quickly as possible.
            70-475 dumps exhibit Have access to the latest language features. Solution: You write the queries by using Scala.

            • A. Yes
            • B. No

            Answer: A

            NEW QUESTION 18
            You are designing a partitioning scheme for ingesting real-time data by using Kafka. Kafka and Apache Storm will be integrated. You plan to use four event processing servers that each run as a Kafka consumer. Each server will have a two quad-core processor. You need to identify the minimum number of partitions required to ensure that the load is distributed evenly. How many should you identify?

            • A. 1
            • B. 4
            • C. 16
            • D. 32

            Answer: B

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