Free Microsoft 070-475 Practice Test & Real Exam Questions

  • Exam Code/Number: 070-475
  • Exam Name/Title: Design and Implement Big Data Analytics Solutions
  • Certification Provider: Microsoft
  • Corresponding Certification: Microsoft Azure
  • Exam Questions: 122
  • Updated On: Sep 25, 2026
You need to recommend a permanent Azure Storage solution for the activity data. The solution must meet the technical requirements.
What is the best recommendation to achieve the goal? More than one answer choice may achieve the goal.
Select the BEST answer.
Correct Answer: D Vote an answer
You have an Apache Spark cluster on Microsoft Azure HDInsight for all analytics workloads.
You plan to build a Spark streaming application that processes events ingested by using Azure Event Hubs.
You need to implement checkpointing in the Spark streaming application for high availability of the event data.
In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order.
Correct Answer:
You are automating the deployment of a Microsoft Azure Data Factory solution. The data factory will interact with a file stored in Azure Blob storage.
You need to use the REST API to create a linked service to interact with the file.
How should you complete the request body? To answer, drag the appropriate code elements to the correct locations. Each code may be used once, more than once, or not at all. You may need to drag the slit bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation
You need to create a query that identifies the trending topics.
How should you complete the query? To answer, drag the appropriate values to the correct targets. Each value 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.
Correct Answer:

Explanation

From scenario: Topics are considered to be trending if they generate many mentions in a specific country during a 15-minute time frame.
Box 1: TimeStamp
Azure Stream Analytics (ASA) is a cloud service that enables real-time processing over streams of data flowing in from devices, sensors, websites and other live systems. The stream-processing logic in ASA is expressed in a SQL-like query language with some added extensions such as windowing for performing temporal calculations.
ASA is a temporal system, so every event that flows through it has a timestamp. A timestamp is assigned automatically based on the event's arrival time to the input source but you can also access a timestamp in your event payload explicitly using TIMESTAMP BY:
SELECT * FROM SensorReadings TIMESTAMP BY time
Box 2: GROUP BY
Example: Generate an output event if the temperature is above 75 for a total of 5 seconds SELECT sensorId, MIN(temp) as temp FROM SensorReadings TIMESTAMP BY time GROUP BY sensorId, SlidingWindow(second, 5) HAVING MIN(temp) > 75 Box 3: SlidingWindow Windowing is a core requirement for stream processing applications to perform set-based operations like counts or aggregations over events that arrive within a specified period of time. ASA supports three types of windows: Tumbling, Hopping, and Sliding.
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.
Your company supports multiple Microsoft Azure subscriptions.
You plan to deploy several virtual machines to support the services in Azure.
You need to automate the management of all the subscriptions. The solution must minimize administrative effort.
Which two cmdlets should you run? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Correct Answer: A,E Vote an answer
You have the following script.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the script.
NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation

A table created without the EXTERNAL clause is called a managed table because Hive manages its data.
You are designing an Internet of Things (IoT) solution intended to identify trends. The solution requires the real-time analysis of data originating from sensors. The results of the analysis will be stored in a SQL database.
You need to recommend a data processing solution that uses the Transact-SQL language.
Which data processing solution should you recommend?
Correct Answer: C Vote an answer
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You deploy a Microsoft Azure SQL database.
You create a job to upload customer data to the database.
You discover that the job cannot connect to the database and fails.
You verify that the database runs successfully in Azure.
You need to run the job successfully.
What should you create?
Correct Answer: C Vote an answer
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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:
* The first data files for the data warehouse will be available in a few days.
* Most queries that will be executed against the data warehouse are ad-hoc.
* The schemas of data files that will be loaded to the data warehouse change often.
* 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?
Correct Answer: B Vote an answer