070-470 exam dumps

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  • Exam Code: 070-470
  • Exam Name: Recertification for MCSE: Business Intelligence
  • No. of Questions: 316 Questions and Answers
  • Updated: Oct 10, 2026

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  • Total Questions: 316
  • Updated on: Oct 10, 2026
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  • Total Questions: 316
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  • Total Questions: 316
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Certification exams change, and Actual4Labs keeps pace: the 070-470 practice question set is reviewed continuously and updated free of charge for 365 days. Your Microsoft Recertification for MCSE: Business Intelligence preparation stays aligned with the current exam throughout 2026 and beyond.

Microsoft 070-470 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Designing Business Intelligence Solutions with Microsoft SQL Server
Exam Number:70-470
Exam Format:Case studies, Drag and drop, Multiple choice, Build list / reorder
Exam Duration:120 minutes
Related Certifications:MCSA: SQL Server
MCSE: Data Management and Analytics
Available Languages:Japanese, Simplified Chinese, English
Passing Score:700 (out of 1000)
Exam Price:USD 165 (may vary by country/region)
Certificate Validity Period:Retired (Microsoft MCSE certifications discontinued; no recertification currently applicable)
Real Exam Qty:40-60
Recommended Training:Microsoft Learn (SQL Server BI and Data Warehousing paths)
edX Microsoft Data Warehouse and BI Courses
Exam Registration:Microsoft Certifications (Retired Exams Overview)
Pearson VUE Microsoft Exams
Sample Questions: DOWNLOAD DEMO
Exam Way:Computer-based exam delivered via Pearson VUE (online proctored or authorized test center)
Pre Condition:Recommended: Experience with SQL Server, data warehousing concepts, and prior certification such as MCSA: SQL Server (70-461/70-462/70-463).
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/retired-certifications/

Microsoft 070-470 Exam Syllabus Topics:

SectionObjectives
Topic 1: Design and Implement OLAP Solutions- Optimize OLAP performance
  • 1. Manage processing strategies
    • 2. Implement aggregations
      - Create and manage Analysis Services models
      • 1. Design multidimensional cubes
        • 2. Define measures and dimensions
          Topic 2: Design Reporting and Visualization Solutions- Design dashboards and scorecards
          • 1. Integrate reporting services with BI tools
            • 2. Build KPI dashboards
              - Develop reporting solutions
              • 1. Design parameterized reports
                • 2. Create reports using SSRS
                  Topic 3: Design and Implement ETL- Develop ETL solutions using SSIS
                  • 1. Create SSIS packages
                    • 2. Configure data flow transformations
                      - Manage data loading and workflow
                      • 1. Implement incremental loads
                        • 2. Schedule and automate ETL processes
                          Topic 4: Design and Implement Data Warehouse- Design logical and physical data warehouse architecture
                          • 1. Choose appropriate schema design (star/snowflake)
                            • 2. Define storage and partitioning strategy
                              - Implement data warehouse database objects
                              • 1. Implement partitioned tables
                                • 2. Create tables, views, and indexes

                                  Common Questions About the Microsoft 070-470 Exam

                                  The 070-470 exam is the official Microsoft exam behind the MCSE: Business Intelligence certification, validating the skills measured by the Microsoft Recertification for MCSE: Business Intelligence credential. It sits at the Professional level of the Microsoft certification program. It also connects to MCSA: SQL Server, MCSE: Data Management and Analytics, so the knowledge you build here carries over to those tracks as well.

                                  The 070-470 exam contains 40-60 questions to be completed within 120 minutes. Before exam day, divide the available time by the question count to work out a comfortable per-question pace, and mark any item that eats into it so you can return later instead of getting stuck. Timed sessions in the Actual4Labs test engines make that pacing automatic — run at least two full-length mock exams under the clock so time pressure never becomes the reason you drop points.

                                  The passing score for the 070-470 exam is 700 (out of 1000), and the official registration fee is USD 165 (may vary by country/region). Retakes are not discounted — every new attempt means paying the full fee again — so it pays to measure yourself before you book. Work through the 316 practice questions on Actual4Labs, sit a timed practice test, and schedule your exam only when your scores are consistently comfortable. That simple habit is the cheapest exam strategy there is.

                                  Recommended: Experience with SQL Server, data warehousing concepts, and prior certification such as MCSA: SQL Server (70-461/70-462/70-463). Requirements can change when Microsoft revises its certification program, so confirm the current eligibility rules on the official exam page before you register.

                                  You can book the Microsoft Recertification for MCSE: Business Intelligence exam through the official registration channels below:

                                  As for delivery, the exam is offered in the following format: Computer-based exam delivered via Pearson VUE (online proctored or authorized test center). Choose the option that suits you best when you book your seat.

                                  Microsoft recommends the following training resources for the Microsoft Recertification for MCSE: Business Intelligence exam:

                                  Official courses build the foundation; the 316 practice questions from Actual4Labs then show you how that knowledge is examined, so the two work best together.

                                  Yes. Actual4Labs provides a free 070-470 PDF demo so you can review the question style and answer quality before purchasing. Every purchase also includes 365 days of free updates — if Microsoft revises the exam during that period, the updated material reaches you at no cost. Once the free-update year ends, you can extend your update service at a 50% discount.

                                  Every Microsoft Recertification for MCSE: Business Intelligence purchase on Actual4Labs is covered by a 100% money-back guarantee with clear conditions: if you take the corresponding exam within 60 days of your purchase and do not pass, you can claim a full refund by submitting a scanned copy of your exam enrollment slip and your official score report as a PDF within two days of the exam date; claims are processed within seven days of submission. The guarantee does not apply to exams taken within three days of purchase, to material that was downloaded but never used in an exam attempt, or to free products and expired orders, and the candidate name must match the payer name. If you would rather not take a refund, you can instead exchange your purchase for two free exam preparation products of equal value and keep the update service on your original product.

                                  Delivery is instant: your download is sent to your email within one minute of payment, with no limit on how many computers you may install the material on. If nothing arrives within two hours, check your spam folder and contact customer service for help.

                                  The Microsoft Recertification for MCSE: Business Intelligence exam blueprint is organized into 4 domains. The first three are:

                                  • Design and Implement OLAP Solutions
                                  • Design and Implement ETL
                                  • Design and Implement Data Warehouse

                                  For the complete domain-by-domain breakdown, scroll up to the full exam topics outline above and use it to plan how you distribute your study time.

                                  Microsoft Recertification for MCSE: Business Intelligence Sample Questions:

                                  DRAG DROP
                                  You need to complete the design of the data warehouse.
                                  Which design should you use? (To answer, drag the appropriate tables and relationships to the correct location in the answer area. Use only the tables and relationships that apply.)

                                  Reveal Solution  Discussion  0

                                  Correct Answer:

                                  You need to configure per-user security authentication for reporting against the Sales cube.
                                  What should you do? (Each correct answer presents part of the complete solution. Choose all that apply.)

                                  • A. Install PowerPivot.
                                  • B. Configure account delegation.
                                  • C. Create Service Principal Names (SPNs).
                                  • D. Set up the Unattended Service Account.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A,C  🗳️

                                  Explanation: Only visible for Actual4Labs members. You can sign-up / login (it's free).

                                  You are modifying a star schema data mart that feeds order data from a SQL Azure database into a SQL Server Analysis Services (SSAS) cube. The data mart contains two large tables that include flags and indicators for some orders. There are 100 different flag columns, each with 10 different indicator values. Some flags reuse indicators. The tables both have a granularity that matches the fact table.
                                  You have the following requirements:
                                  - Allow users to slice data by all flags and indicators. - Modify the date dimension table to include a surrogate key of a numeric data type and add the surrogate key to the fact table. - Use the most efficient design strategy for cube processing and queries.
                                  You need to modify the schema.
                                  What should you do? (More than one answer choice may achieve the goal. Select the BEST answer.)

                                  • A. Define the surrogate key as an INT data type. Combine the distinct flag/indicator combinations into a single dimension.
                                  • B. Define the surrogate key as an INT data type. Create a single fact dimension in each table for its flags and indicators.
                                  • C. Define the surrogate key as a BIGINT data type. Combine the distinct flag/indicator combinations into a single dimension.
                                  • D. Define the surrogate key as a BIGINT data type. Create a single fact dimension in each table for its flags and indicators.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A  🗳️

                                  You need to configure permissions for the Customers dimension.
                                  What should you do? (Each correct answer presents a complete solution. Choose all that apply.)

                                  • A. In SQL Server Management Studio, deny the member set for the Customers dimension data by using the Multidimensional Expressions (MDX) expression Filter([BusinessUsers]).
                                  • B. In SQL Server Management Studio, configure the BusinessUsers role to disallow the reading of the Customers dimension definition.
                                  • C. In SQL Server Management Studio, configure the BusinessUsers role to disallow the reading of all definitions.
                                  • D. In SQL Server Data Tools, configure the BusinessUsers role to disallow the reading of the Customers dimension definition.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B,D  🗳️

                                  You are creating a calculated measure in a sales cube by using a Multidimensional Expressions (MDX) calculation. The cube includes a date dimension. The date dimension has a hierarchy named Calendar that includes Calendar Year, Month, and Day attributes.
                                  The calculated measure must calculate the year-to-date sales for the current slicer. The MDX calculation must work for as many hierarchy levels as possible.
                                  You need to create a calculated measure for the cube that meets the requirements.
                                  Which expression should you use in the calculation designer? (More than one answer choice may achieve the goal. Select the BEST answer.)

                                  • A. Option A
                                  • B. Option B
                                  • C. Option C
                                  • D. Option D
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B  🗳️

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