Online Access Free 70-475 Exam Questions
| Exam Code: | 70-475 |
| Exam Name: | Design and Implement Big Data Analytics Solutions |
| Certification Provider: | Microsoft |
| Free Question Number: | 122 |
| Posted: | Sep 07, 2025 |
You are developing a solution to ingest data in real-time from manufacturing sensors. The data will be archived. The archived data might be monitored after it is written.
You need to recommend a solution to ingest and archive the sensor data. The solution must allow alerts to be sent to specific users as the data is ingested.
What should you include in the recommendation?
Your Microsoft Azure subscription contains several data sources that use the same XML schema. You plan to process the data sources in parallel.
You need to recommend a compute strategy to minimize the cost of processing the data sources. What should you recommend including in the compute strategy?
A company named Fabrikam, Inc. plans to monitor financial markets and social networks, and then to correlate global stock movements to social network activity.
You need to recommend a Microsoft Azure HDInsight cluster solution that meets the following requirements:
* Provides continuous availability
* Can process asynchronous feeds
What is the best type of cluster to recommend to achieve the goal? More than one answer choice may achieve the goal. Select the BEST answer.
You have raw data in Microsoft Azure Blob storage. Each data file is 10 KB and is the XML format.
You identify the following requirements for the data:
* The data must be converted into a flat data structure by using a C# MapReduce job.
* The data must be moved to an Azure SQL database, which will then be used to visualize the data.
* Additional stored procedures must run against the data once the data is in the database.
You need to create the workflow for the Azure Data Factory pipeline.
Which activity type should you use for each requirement? To answer, drag the appropriate workflow components to the correct requirements. Each workflow component may be used once, more than once, or not at all. You may need to drag the split bar between the panes or scroll to view content.
NOTE: Each correct selection is worth one point.
You plan to deploy a Microsoft Azure Data Factory pipeline to run an end-to-end data processing workflow.
You need to recommend winch Azure Data Factory features must be used to meet the Following requirements:
Track the run status of the historical activity.
Enable alerts and notifications on events and metrics.
Monitor the creation, updating, and deletion of Azure resources.
Which features should you recommend? 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.
