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Certification vendors revise their exams regularly, and TestKingsIT revises its 070-475 materials just as often. Your purchase of 122 practice questions for the Microsoft Design and Implement Big Data Analytics Solutions includes 365 days of free updates through 2026 and beyond.

Microsoft 070-475 Exam Syllabus Topics:

SectionWeightObjectives
Design Big Data Real-Time Processing Solutions25-30%- Design for Lambda architecture
- Ingest data for real-time processing
- Design and provision compute resources
- Design for real-time processing
Operationalize End-to-End Cloud Analytics Solutions25-30%- Create and configure Azure Data Factory
- Monitor and manage data pipelines
- Move, transform, and analyze data
- Design deployment strategies
- Orchestrate data processing workflows
Design Machine Learning Solutions25-30%- Determine pre-processing and training locations
- Apply custom processing with R and Python
- Select input/output data types
- Create and manage experiments
- Publish machine learning web services
Design Big Data Batch Processing and Interactive Solutions20-25%- Design interactive queries for big data
- Design for data security
- Design for batch processing
- Design and provision compute clusters
- Ingest data for batch and interactive processing

Common Questions About the Microsoft 070-475 Exam

The Microsoft Design and Implement Big Data Analytics Solutions is the official Microsoft exam that leads to the Microsoft Specialist: Designing and Implementing Big Data Analytics Solutions; MCSE: Data Management and Analytics certification at the Specialist / Professional level. Passing it validates your skills against Microsoft standards and proves your qualification to current and future employers. The credential is also connected with related certifications such as MCSE: Cloud Platform and Infrastructure, MCSE: Data Management and Analytics, so it can serve as a solid step in a broader certification path.

The 070-475 exam has 40-60 questions in total and must be completed within 120-150. That leaves only a narrow time budget per item, so train yourself to flag a difficult question, move on, and circle back later instead of getting stuck. A week or two before your test date, run at least one full timed mock exam in the TestKingsIT desktop or online test engine under the same 120-150 limit, and repeat until you can finish with a few minutes left for review.

The passing score for the 070-475 exam is 700 out of 1000, and the official registration fee is $165 USD. Keep in mind that a failed attempt is not discounted — retaking the exam means paying the full fee again — so it is wise not to book your seat until your practice scores sit comfortably above the passing mark. Working through the 122 questions at TestKingsIT in timed mode is a reliable way to judge when you are truly ready.

Microsoft sets the following requirement for the 070-475 exam: No mandatory prerequisites; recommended experience with Azure services, big data architectures, and data processing. Eligibility rules can change from time to time, so always confirm the current prerequisites on the official exam page at https://www.microsoft.com/en-us/learning/exam-70-475.aspx before you register.

You can register for the Microsoft Design and Implement Big Data Analytics Solutions through the following official channels:

The 070-475 exam is delivered as Online proctored or onsite at Pearson VUE test centers (before retirement), so review the technical and check-in requirements for that format when you schedule your appointment.

Microsoft recommends the following official training options for the Microsoft Design and Implement Big Data Analytics Solutions:

Official courses build the theory, and pairing them with the 122 practice questions from TestKingsIT turns that knowledge into exam-ready answers.

Yes. TestKingsIT offers a free PDF demo for the Microsoft Design and Implement Big Data Analytics Solutions, so you can review real sample questions and judge the quality before paying anything. After your purchase, you receive 365 days of free updates — whenever the question pool changes, you get the latest version at no cost. Once that period expires, you can extend your update service at a 50% discount from your member zone.

If you take the 070-475 exam within 60 days of your purchase and do not pass, you can apply for a full refund under our 100% Money Back Guarantee. To qualify, submit a scanned copy of your exam enrollment slip together with your official Score Report (PDF) within 2 days after the exam date, and your claim will be processed within 7 days. Note that the guarantee applies only to the corresponding exam: attempts taken within 3 days of purchase, downloaded-but-unused materials, free resources, and expired orders are not eligible, and the candidate name must match the purchaser name. If you would rather not refund, you can exchange the product for two free exam products of equal value while keeping the update service on your original purchase.

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The Microsoft Design and Implement Big Data Analytics Solutions is organized into 4 domains. Among the first ones are Design Big Data Batch Processing and Interactive Solutions (20-25%), Operationalize End-to-End Cloud Analytics Solutions (25-30%), Design Machine Learning Solutions (25-30%), and the remaining domains cover the rest of the official objectives. For the complete topic breakdown with every subtopic, see the full 070-475 exam outline above on this page.

Microsoft Design and Implement Big Data Analytics Solutions Sample Questions:

You are developing an Apache Storm application by using Microsoft Visual Studio. You need to implement a custom topology that uses a custom bolt. Which type of object should you initialize in the main class?

  • A. Logger
  • B. TopologyBuilder
  • C. Streamlnfo
  • D. Stream
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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 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 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 AzCopy to transfer the data as text files from SQL Server to Azure Blob storage, and then you use PolyBase to run Transact-SQL statements that refresh the data warehouse database.
Does this meet the goal?

  • A. No
  • B. Yes
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for TestKingsIT members. You can sign-up / login (it's free).

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.

Reveal Solution  Discussion  0

Correct Answer:


Explanation

A table created without the EXTERNAL clause is called a managed table because Hive manages its data.

Your company has a data visualization solution that contains a customized Microsoft Azure Stream Analytics solution. The solution provides data to a Microsoft Power BI deployment.
Every 10 seconds, you need to query for instances that have more than three records.
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.

Reveal Solution  Discussion  0

Correct Answer:


Explanation

Box 1: TumblingWindow(second, 10)
Tumbling Windows define a repeating, non-overlapping window of time.
Example: Calculate the count of sensor readings per device every 10 seconds SELECT sensorId, COUNT(*) AS Count FROM SensorReadings TIMESTAMP BY time GROUP BY sensorId, TumblingWindow(second, 10) Box 2: [Count] >= 3 Count(*) returns the number of items in a group.

You plan to deploy a storage solution to store the output of stream analytics.
You plan to store the data for the following three types of data streams:
* Unstructured JSON data
* Exploratory analytics
* Pictures
You need to implement a storage solution for the data stream types.
Which storage solution should you implement for each data stream type? To answer, drag the appropriate storage solutions to the correct data stream types. Each storage solution 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.

Reveal Solution  Discussion  0

Correct Answer:


Explanation

Box 1: Azure Data Lake Store
Stream Analytics supports Azure Data Lake Store. Azure Data Lake Store is an enterprise-wide hyper-scale repository for big data analytic workloads. Data Lake Store enables you to store data of any size, type and ingestion speed for operational and exploratory analytics. Stream Analytics has to be authorized to access the Data Lake Store.
Box 2: Azure Cosmos DB
Stream Analytics can target Azure Cosmos DB for JSON output, enabling data archiving and low-latency queries on unstructured JSON data.
Box 3: Azure Blob Storage
Blob storage offers a cost-effective and scalable solution for storing large amounts of unstructured data in the cloud.
Incorrect Asnwers:
Azure SQL Database:
Azure SQL Database can be used as an output for data that is relational in nature or for applications that depend on content being hosted in a relational database. Stream Analytics jobs write to an existing table in an Azure SQL Database.
Azure Service Bus Queue:
Service Bus Queues offer a First In, First Out (FIFO) message delivery to one or more competing consumers.
Typically, messages are expected to be received and processed by the receivers in the temporal order in which they were added to the queue, and each message is received and processed by only one message consumer.
Azure Table Storage
Azure Table storage offers highly available, massively scalable storage, so that an application can automatically scale to meet user demand. Table storage is Microsoft's NoSQL key/attribute store, which one can leverage for structured data with fewer constraints on the schema. Azure Table storage can be used to store data for persistence and efficient retrieval.
References: https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-define-outputs

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