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Last Updated: Sep 01, 2026

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Microsoft 070-768 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Developing SQL Data Models
Exam Number:70-768
Certificate Validity Period:Retired
Available Languages:English
Exam Duration:120 minutes
Exam Format:Lab-based scenarios, Multiple choice, Case study
Related Certifications:MCSA: SQL Server 2016 BI Development
Recommended Training:Microsoft Learn - SQL Server Data Models training paths
SQL Server Analysis Services (SSAS) learning modules
Exam Registration:Microsoft Credentials Exam Registration
Sample Questions:Microsoft 070-768 Sample Questions
Exam Way:Online proctored or authorized testing center (historically via Pearson VUE for Microsoft certification exams)
Pre Condition:No formal prerequisite, but recommended experience with SQL Server and data modeling concepts.
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/exams/

Microsoft 070-768 Exam Syllabus Topics:

SectionObjectives
Topic 1: Implement DAX calculations and expressions- Create calculated columns and measures
- Use DAX functions for filtering and time intelligence
Topic 2: Develop and deploy SQL Server Analysis Services (SSAS) models- Create tabular models
- Configure partitions and storage modes
- Create multidimensional models
Topic 3: Design and implement data models- Normalize and optimize data structures
- Design conceptual, logical, and physical data models
- Implement tables, relationships, and constraints
Topic 4: Implement data integrity and performance optimization- Indexing and query optimization
- Data refresh and processing strategies

070-768 Exam FAQ: What Candidates Ask Most

The Microsoft 070-768 exam, officially titled Developing SQL Data Models, is the required test for earning the MCSA: SQL Server 2016 BI Development certification, a credential at the Associate level. Passing it validates the skills Microsoft expects from certified professionals, and it can also support progress toward related credentials such as MCSA: SQL Server 2016 BI Development.

Microsoft asks candidates to meet the following requirement before registering: No formal prerequisite, but recommended experience with SQL Server and data modeling concepts.. Exam policies do change, so confirm the latest details on the official exam page at https://learn.microsoft.com/en-us/credentials/certifications/exams/ before you book.

You can book your seat through the official registration channels below:

The 070-768 exam is delivered in the following format: Online proctored or authorized testing center (historically via Pearson VUE for Microsoft certification exams).

Microsoft recommends the following official training for this exam:

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The Microsoft Developing SQL Data Models exam is organized into 4 major domains. Some of the key domains include:

  • Develop and deploy SQL Server Analysis Services (SSAS) models
  • Implement DAX calculations and expressions
  • Design and implement data models

Scroll up to the Exam Topics section for the complete breakdown, and use it to plan how much study time each domain deserves.

Microsoft Developing SQL Data Models Sample Questions:

Question 1

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 Defrag processing option. Then process the database with the Process Recalc processing option.
B. 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.
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 Data 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 Recalc 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 Defrag processing option.


Question 2

You are developing a SQL Server Analysis Services (SSAS) tabular project.
You need to grant the minimum permissions necessary to enable users to query data in a data model.
Which role permission should you use?

A. Browser
B. Read
C. Explorer
D. Select
E. Administrator
F. Process


Question 3

You maintain SQL Server Analysis Services (SSAS) instances.
You need to configure an installation of PowerPivot for Microsoft SharePoint in a SharePoint farm.
Which tool should you use? (Each correct answer presents a complete solution. Choose all that apply.)

A. PowerShell
B. SharePoint Central Administration
C. SharePoint Products Configuration Wizard
D. SQL Server Configuration Manager
E. PowerPivot Configuration Tool


Question 4

Hotspot Question
A database named DB2 uses the InMemory query mode. Users frequently run the following query:

You need to configure SQL Server Profiler to determine why the query is performing poorly.
Which three event should you monitor on the SQL Server Profiler trace events configuration page? To answer, select the appropriate options in the answer area.


Question 5

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution. Determine whether the solution meets the stated goals.
You deploy a tabular data model to an instance of Microsoft SQL Server Analysis Services (SSAS). The model uses an in-memory cache to store and query data. The data set is already the same size as the available RAM on the server. Data volumes are likely to continue to increase rapidly.
Your data model contains multiple calculated tables.
The data model must begin processing each day at 2:00 and processing should be complete by
4:00 the same day. You observe that the data processing operation often does not complete before 7:00. This is adversely affecting team members.
You need to improve the performance.
Solution: Change the storage mode for the data model to DirectQuery.
Does the solution meet the goal?

A. No
B. Yes


Solutions:

Question 1
Answer: E
Question 2
Answer: B
Question 3
Answer: B,D,E
Question 4
Answer: Only visible for members
Question 5
Answer: B

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