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Failing the 070-475 means paying the registration fee all over again, plus weeks of lost momentum. The Microsoft Design and Implement Big Data Analytics Solutions practice material from 2Pass4sure is built to help you succeed on the first attempt, with 122 questions that mirror the scope of the official syllabus.
Microsoft 070-475 Exam Overview:
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Designing and Implementing Big Data Analytics Solutions |
| Exam Number: | 70-475 |
| Exam Format: | Drag and drop, Performance-based, Case studies, Multiple choice |
| Real Exam Qty: | 40-60 |
| Certificate Validity Period: | Retired as of January 31, 2021; no longer valid for new certification |
| Exam Duration: | 120-150 |
| Passing Score: | 700 out of 1000 |
| Exam Price: | $165 USD |
| Available Languages: | Japanese, Chinese (Simplified), English |
| Related Certifications: | MCSE: Data Management and Analytics MCSE: Cloud Platform and Infrastructure |
| Recommended Training: | Microsoft Official Course 20775: Performing Big Data Engineering on Microsoft Azure Microsoft Learning Paths |
| Exam Registration: | Pearson VUE Registration |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers (before retirement) |
| Pre Condition: | No mandatory prerequisites; recommended experience with Azure services, big data architectures, and data processing |
| Official Syllabus URL: | https://www.microsoft.com/en-us/learning/exam-70-475.aspx |
Microsoft 070-475 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Design Big Data Real-Time Processing Solutions | 25-30% | - Ingest data for real-time processing - Design and provision compute resources - Design for real-time processing - Design for Lambda architecture |
| Design Machine Learning Solutions | 25-30% | - Select input/output data types - Determine pre-processing and training locations - Create and manage experiments - Apply custom processing with R and Python - Publish machine learning web services |
| Design Big Data Batch Processing and Interactive Solutions | 20-25% | - Design for batch processing - Design and provision compute clusters - Ingest data for batch and interactive processing - Design interactive queries for big data - Design for data security |
| Operationalize End-to-End Cloud Analytics Solutions | 25-30% | - Design deployment strategies - Orchestrate data processing workflows - Monitor and manage data pipelines - Create and configure Azure Data Factory - Move, transform, and analyze data |
Microsoft 070-475 Exam — Answers to Your Questions
The Microsoft Design and Implement Big Data Analytics Solutions (exam code 070-475) is the exam you pass to earn the Microsoft Specialist: Designing and Implementing Big Data Analytics Solutions; MCSE: Data Management and Analytics certification, a credential at the Specialist / Professional level. It is also connected with related credentials such as MCSE: Cloud Platform and Infrastructure, MCSE: Data Management and Analytics. If you are mapping out a certification path with Microsoft, this exam is a milestone worth planning around.
The 070-475 exam includes 40-60 questions, and you have 120-150 to complete them. With that many questions on the clock, pacing is part of the challenge: divide your time into rough blocks as you go, and flag the items that stall you so you can circle back at the end instead of burning minutes on a single question. A week or two before your exam date, sit at least one full timed session in the 2Pass4sure test engine under the same time limit, so the pace feels familiar rather than frantic on the day.
You need 700 out of 1000 to pass the 070-475 exam, and the official registration fee is $165 USD. That fee is due again in full for every retake, which makes thorough preparation the cheaper investment by far. Before you book your seat, test yourself with the 2Pass4sure practice questions until you are scoring comfortably above the passing mark on a consistent basis — it is the simplest way to avoid paying for the same exam twice.
No mandatory prerequisites; recommended experience with Azure services, big data architectures, and data processing
Eligibility rules can be adjusted by Microsoft over time, so before you register, confirm the current requirements on the official exam page: view the official 070-475 exam information.
You can book the 070-475 exam through the official registration channels below:
How the exam is taken: Online proctored or onsite at Pearson VUE test centers (before retirement).
Microsoft lists the following official training options for candidates preparing for this exam:
- Microsoft Official Course 20775: Performing Big Data Engineering on Microsoft Azure
- Microsoft Learning Paths
Once you have worked through the training, measure your readiness with the 122 practice questions from 2Pass4sure — they show you exactly which topics still need attention before you book the exam.
Yes. 2Pass4sure offers a free PDF demo of the 070-475 practice questions, so you can judge the quality of the material firsthand before paying anything. Every purchase also includes 365 days of free updates — if Microsoft changes the exam during that year, your material changes with it. And when the free update period expires, you can extend it at a 50% discount from within your member zone.
Every 070-475 purchase at 2Pass4sure is backed by a 100% Money Back Guarantee: if you take the corresponding exam within 60 days of your purchase and do not pass, you can apply for a full refund. The guarantee has clear conditions — it does not apply if you sit the exam within 3 days of purchase, if you downloaded the material but never actually took the exam, or to free materials and expired orders, and the candidate name must match the payer name. To file a claim, send a scan of your exam enrollment slip together with your official Score Report PDF within 2 days of the exam; claims are processed within 7 days. If you would rather not take a refund, you can exchange the product instead and receive two additional exam preparation products of equal value for free, while your original product keeps its update service. Delivery itself is instant: your material is available for download right after payment and is also sent to your email within one minute — if it has not arrived within 2 hours, contact our customer service. There is no limit on how many computers you can install it on.
The official Microsoft Design and Implement Big Data Analytics Solutions outline divides the exam content into 4 main domains. The first three are:
- Design Machine Learning Solutions — 25-30%
- Operationalize End-to-End Cloud Analytics Solutions — 25-30%
- Design Big Data Real-Time Processing Solutions — 25-30%
That is only the headline view — scroll back up to the Exam Topics section on this page for the complete domain-by-domain breakdown before you plan your study schedule.
Microsoft Design and Implement Big Data Analytics Solutions Sample Questions:
You need to implement rls_table1.
Which code should you execute? 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.

Explanation
Box 1: Security
Security Policy
Example: After we have created Predicate function, we have to bind it to the table, using Security Policy. We will be using CREATE SECURITY POLICY command to set the security policy in place.
CREATE SECURITY POLICY DepartmentSecurityPolicy
ADD FILTER PREDICATE dbo.DepartmentPredicateFunction(UserDepartment) ON dbo.Department WITH(STATE = ON) Box 2: Filter
[ FILTER | BLOCK ]
The type of security predicate for the function being bound to the target table. FILTER predicates silently filter the rows that are available to read operations. BLOCK predicates explicitly block write operations that violate the predicate function.
Box 3: Block
Box 4: Block
Box 5: Filter
Topic 2, Litware, Inc
Overview
General Overview
Litware, Inc. is a company that manufactures personal devices to track physical activity and other health-related data.
Litware has a health tracking application that sends health-related data horn a user's personal device to Microsoft Azure.
Physical Locations
Litware has three development and commercial offices. The offices are located in the Untied States, Luxembourg, and India.
Litware products are sold worldwide. Litware has commercial representatives in more than 80 countries.
Existing Environment
Environment
In addition to using desktop computers in all of the offices. Litware recently started using Microsoft Azure resources and services for both development and operations.
Litware has an Azure Machine Learning Solution.
Litware Health Tracking Application
Litware recently extended its platform to provide third-party companies with the ability to upload data from devices to Azure. The data can be aggregated across multiple devices to provide users with a comprehensive view of their global health activity.
While the upload from each device is small, potentially more than 100 million devices will upload data daily by using an Azure event hub.
Each health activity has a small amount of data, such as activity type, start date/time, and end date/time. Each activity is limited to a total of 3 KB and includes a customer Identification key.
In addition to the Litware health tracking application, the users' activities can be reported to Azure by using an open API.
Machine Learning Experiments
The developers at Litware perform Machine Learning experiments to recommend an appropriate health activity based on the past three activities of a user.
The Litware developers train a model to recommend the best activity for a user based on the hour of the day.
Requirements
Planned Changes
Litware plans to extend the existing dashboard features so that health activities can be compared between the users based on age, gender, and geographic region.
Business Goals
Minimize the costs associated with transferring data from the event hub to Azure Storage.
Technical Requirements
Litware identities the following technical requirements:
Data from the devices must be stored from three years in a format that enables the fast processing of data fields and Filtering.
The third-party companies must be able to use the Litware Machine learning models to generate recommendations to their users by using a third-party application.
Any changes to the health tracking application must ensure that the Litware developers can run the experiments without interrupting or degrading the performance of the production environment.
Privacy Requirements
Activity tracking data must be available to all of the Litware developers for experimentation. The developers must be prevented from accessing the private information of the users.
Other Technical Requirements
When the Litware health tracking application asks users how they feel, their responses must be reported to Azure.
Which service solution and which table storage solution should you recommend for DB2? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Explanation
Box 1: Azure SQL Data Warehourse
Scenario: Relecloud plans to implement a data warehouse named DB2.
Box 2: Clustered Columnstore index
Columnstore index is a new type of index introduced in SQL Server 2012. It is a column-based non-clustered index geared toward increasing query performance for workloads that involve large amounts of data, typically found in data warehouse fact tables.
A clustered columnstore index is the physical storage for the entire table.
Scenario:
Relecloud identifies the following requirements for DB2:
DB2 must be able to store more than 40 TB of data.
References: https://docs.microsoft.com/en-us/sql/relational-databases/indexes/columnstore-indexes-overview
You have a Microsoft Azure Data Factory that loads data to an analytics solution.
You receive an alert that an error occurred during the last processing of a data stream.
You debug the problem and solve an error.
You need to process the data stream that caused the error.
What should you do?
- A. From Azure Cloud Shell, run the az dla job command.
- B. From PowerShell, run the Resume-AzureRmDataFactoryPipeline cmdlet.
- C. From PowerShell, run the Set-AzureRmDataFactorySliceStatus cmdlet.
- D. From Azure Cloud Shell, run the az batch job enable command.
Explanation: Only visible for 2Pass4sure members. You can sign-up / login (it's free).
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 have a Microsoft Azure deployment that contains the following services:
* Azure Data Lake
* Azure Cosmos DB
* Azure Data Factory
* Azure SQL Database
You load several types of data to Azure Data Lake.
You need to load data from Azure SQL Database to Azure Data Lake.
Solution: You use a stored procedure.
Does this meet the goal?
- A. Yes
- B. No
Explanation: Only visible for 2Pass4sure members. You can sign-up / login (it's free).
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
Explanation: Only visible for 2Pass4sure members. You can sign-up / login (it's free).
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