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The Microsoft Developing SQL Data Models has a reputation for catching unprepared candidates off guard, and the 070-768 is no exception in 2026. Rather than guessing what the exam will feel like, work through the 70 practice questions at 2Pass4sure and walk in knowing what to expect.

Microsoft 070-768 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Developing SQL Data Models
Exam Number:70-768
Exam Format:Multiple choice, Multiple answer
Available Languages:English
Certificate Validity Period:Retired January 31, 2021; valid for 2 years when active
Exam Duration:150 minutes
Related Certifications:MCSE: Data Management and Analytics
Real Exam Qty:45-60
Exam Price:$165 USD
Passing Score:700/1000
Recommended Training:Microsoft Official Course 20768
Exam Ref 70-768 Study Guide
Exam Registration:Microsoft Learning Registration
Sample Questions: DOWNLOAD DEMO
Exam Way:Proctored online or onsite testing center (before retirement)
Pre Condition:No formal prerequisites; recommended experience with T-SQL, relational databases, and SSAS
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/exams/70-768/

Microsoft 070-768 Exam Syllabus Topics:

SectionWeightObjectives
Develop queries using MDX and DAX15-20%- Build DAX expressions
  • 1. Use time intelligence functions
    • 2. Create calculated columns and measures
      - Build MDX queries
      • 1. Implement calculated members
        • 2. Use tuples, sets, and functions
          Design a multidimensional business intelligence (BI) semantic model25-30%- Design and implement dimensions
          • 1. Define attribute relationships
            • 2. Choose dimension types and models
              - Implement measures and measure groups
              • 1. Create calculated measures and aggregations
                • 2. Design measures and granularity
                  - Create a multidimensional database using SSAS
                  • 1. Select appropriate storage model
                    • 2. Design and create multidimensional databases
                      Design a tabular BI semantic model20-25%- Configure tabular model properties
                      • 1. Manage partitions and perspectives
                        • 2. Set storage and query modes
                          - Design and publish tabular models
                          • 1. Create relationships and hierarchies
                            • 2. Define calculated columns and measures
                              Configure and maintain SQL Server Analysis Services30-35%- Process and manage objects
                              • 1. Configure processing options
                                • 2. Monitor and optimize performance
                                  - Configure SSAS instance and security
                                  • 1. Implement row-level security
                                    • 2. Set server and database roles

                                      070-768 Exam FAQ: What Candidates Ask Most

                                      The Microsoft Developing SQL Data Models (exam code 070-768) is the exam you pass to earn the MCSA: SQL 2016 BI Development certification, a credential at the Associate level. It is also connected with related credentials such as MCSE: Data Management and Analytics. If you are mapping out a certification path with Microsoft, this exam is a milestone worth planning around.

                                      The 070-768 exam includes 45-60 questions, and you have 150 minutes 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 700/1000 to pass the 070-768 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 formal prerequisites; recommended experience with T-SQL, relational databases, and SSAS

                                      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 070-768 exam information.

                                      You can book the 070-768 exam through the official registration channels below:

                                      How the exam is taken: Proctored online or onsite testing center (before retirement).

                                      Microsoft lists the following official training options for candidates preparing for this exam:

                                      Once you have worked through the training, measure your readiness with the 70 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 070-768 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 070-768 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 Developing SQL Data Models outline divides the exam content into 4 main domains. The first three are:

                                      • Configure and maintain SQL Server Analysis Services — 30-35%
                                      • Design a tabular BI semantic model — 20-25%
                                      • Design a multidimensional business intelligence (BI) semantic model — 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 Developing SQL Data Models Sample Questions:

                                      You are developing a tabular Business Intelligence Semantic Model (BISM) database based on a SQL Server database.
                                      In the data source, the FactInternetSales table is partitioned by month. Data from the current month has been updated and new data has been inserted in the FactInternetSales table, in the DimProduct table, and in the DimCustomer table.
                                      In the model, the FactInternetSales table is also partitioned by month. You need to ensure that the model has the most recent data while minimizing the processing time.
                                      What should you do?

                                      • A. Process the latest FactInternetSales model table partition, the DimProduct table, and the DimCustomer table with the Process Clear processing option. Then process the database with the Process Data processing option.
                                      • B. Process the latest FactInternetSales model table partition, the DimProduct table, and the DimCustomer table with the Process Defrag processing option. Then process the database with the Process Recalc processing option.
                                      • C. Process the latest FactInternetSales model table partition, the DimProduct table, and the DimCustomer table with the Process Clear processing option. Then process the database with the Process Full processing option.
                                      • D. Process the latest FactInternetSales model table partition, the DimProduct table, and the DimCustomer table with the Process Data processing option. Then process the database with the Process Defrag processing option.
                                      • E. Process the latest FactInternetSales model table partition, the DimProduct table, and the DimCustomer table with the Process Data processing option. Then process the database with the Process Recalc processing option.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

                                      What property do you set for each measure to improve the legibility of values in a client application?

                                      • A. AggregateFunction
                                      • B. MeasureExpression
                                      • C. DataType
                                      • D. FormatString
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

                                      Hotspot Question
                                      You have a Microsoft SQL Server Analysis Services (SSAS) multidimensional project.
                                      You are developing a dimension that uses data from the following table:

                                      The ManagerKey column defines a foreign key constraint that references the EmployeeKey column. The table stores employee history information by using slowly changing dimensions (SCD). Changes to EmployeeName, Phone, or ManagerKey are managed as SCD Type 1 changes. Changes to SalesRegion are managed as SCD Type 2 changes.
                                      You create the following attributes, and set the KeyColumns and NameColumn properties to the columns listed in the table below:

                                      You need to add a parent-child hierarchy to the dimension to enable navigating the organization hierarchy.
                                      In the table below, identify the attribute that you must use for each attribute usage type.
                                      NOTE: Make only one selection in each column.

                                      Reveal Solution  Discussion  0

                                      Correct Answer:


                                      Explanation:
                                      The ManagerKey column, the Manager attribute, defines a foreign key constraint that references the EmployeeKey column, the Employee attribute.

                                      How can you enhance the model to support analysis by date?

                                      • A. Create a calculated table using the CALENDARAUTO function and add calculated columns to the calculated table to derive year, quarter, and month from the InvoiceDate columns.
                                      • B. Create a date table in a new SQL Server database, and import it into the model by using the Table Import Wizard.
                                      • C. Create calculated columns in the Internet Sales and Direct Sales tables to derive year, quarter, and month from the InvoiceDate columns.
                                      • D. Create a calculated column in the Internet Sales and Direct Sales tables using the CALENDAR function on the InvoiceDate column.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: B  🗳️

                                      You are designing a SQL Server Analysis Services (SSAS) cube.You need to create a measure to count unique customers.What should you do?

                                      • A. Create several dimensions. Add each dimension to the cube.
                                      • B. Add a hidden measure that uses the Sum aggregate function. Add a calculated measure aggregating the measure along the time dimension.
                                      • C. Create a dimension. Then add a cube dimension and link it several times to the measure group.
                                      • D. Add a measure that uses the LastNonEmpty aggregate function. Use a regular relationship between the time dimension and the measure group.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

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