Last Updated: Oct 09, 2026
No. of Questions: 170 Questions & Answers with Testing Engine
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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Implementing a SQL Data Warehouse |
| Exam Number: | 70-767 |
| Exam Format: | Multiple choice, Drag and drop, Case studies, Short answer |
| Exam Duration: | 120-150 |
| Certificate Validity Period: | Retired (exam discontinued; certification no longer available for new candidates) |
| Exam Price: | $165 USD (varies by country) |
| Passing Score: | 700 (out of 1000) |
| Related Certifications: | MCSA SQL 2016 BI Development MCSE Data Management and Analytics |
| Real Exam Qty: | 40-60 (varies) |
| Available Languages: | Chinese (Simplified), English, Korean, German, Spanish, Japanese, French |
| Recommended Training: | SQL Server Data Warehouse documentation Microsoft Learn - SQL Data Warehouse learning paths |
| Exam Registration: | Pearson VUE Microsoft Exams Microsoft Certification Registration |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Computer-based exam delivered via Pearson VUE (test center or online proctored) |
| Pre Condition: | Recommended experience with SQL Server, T-SQL, and ETL processes using SSIS; familiarity with data warehousing concepts |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/ |
| Section | Objectives |
|---|---|
| Topic 1: Data Transformation and Data Flow | - Implement data flow tasks in SSIS - Implement data cleansing and transformation logic - Manage slowly changing dimensions (SCD) |
| Topic 2: Securing and Maintaining Data Warehouse Solutions | - Implement authentication and authorization - Maintain backup and recovery strategies - Manage encryption and data protection |
| Topic 3: Building and Implementing a Data Warehouse | - Load and transform data from multiple sources - Create and configure tables and indexes - Implement ETL processes using SSIS |
| Topic 4: Designing Data Warehouse Solutions | - Design data storage and partitioning strategy - Design data distribution strategy in SQL Server / Azure SQL DW - Design data warehouse schema (star/snowflake) |
| Topic 5: Optimizing and Troubleshooting Data Warehouse | - Optimize query performance (indexes, distribution, partitioning) - Monitor and troubleshoot ETL processes - Manage workload performance in SQL data warehouse |
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The passing score for the 070-767 exam is 700 (out of 1000), and the registration fee is $165 USD (varies by country). With the fee paid per attempt, thorough preparation is the economical route — consistent timed practice until your scores stay above the passing mark.
The 070-767 exam is the official examination for the Microsoft Implementing a SQL Data Warehouse certification from Microsoft. It measures whether you can apply the published exam objectives to realistic working scenarios, and in a job market where enterprises keep raising requirements, the resulting credential is a clear, verifiable advantage — for job seekers and for employees aiming at the next step alike.
According to the official outline, the 070-767 exam is structured around weighted domains such as:
Because the exam evolves, the Microsoft Implementing a SQL Data Warehouse practice materials at Actual4Cert are updated frequently — and the latest version is emailed to you automatically whenever a revision is released during your update period.
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Recommended experience with SQL Server, T-SQL, and ETL processes using SSIS; familiarity with data warehousing concepts
You have a data warehouse named DW1. All data files are located on drive E.
You expect queries that pivot hundreds of millions of rows for each report.
You need to modify the data files to minimize latency.
What should you do?
Correct Answer: A 🗳️
Explanation: Only visible for Actual4Cert 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.
You have a Microsoft SQL server that has Data Quality Services (DQS) installed. You need to review the completeness and the uniqueness of the data stored in the matching policy. Solution: You modify the weight of the domain in the matching rule.
Does this meet the goal?
Correct Answer: A 🗳️
Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).
Note: This question is part of a series of questions that use the same or similar answer choices. An answer choice may be correct for more than one question in the series. Each question is independent of the other questions in this series. Information and details provided in a question apply only to that question.
You are developing a Microsoft SQL Server Integration Services (SSIS) package.
You are importing data from databases at retail stores into a central data warehouse. All stores use the same database schema.
The query being executed against the retail stores is shown below:
The data source property named IsSorted is set to . The output of the transform must be sorted.
You need to add a component to the data flow.
Which SSIS Toolbox item should you use?
Correct Answer: B 🗳️
You need to configure Microsoft SQL Server Integration Services (SSIS) for maximum insert performance.
The Integration Services package is configured as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation
Table or view
Check contraints
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 sections, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have the following line-of-business solutions:
* ERP system
* Online WebStore
* Partner extranet
One or more Microsoft SQL Server instances support each solution. Each solution has its own product catalog.
You have an additional server that hosts SQL Server Integration Services (SSIS) and a data warehouse. You populate the data warehouse with data from each of the line-of-business solutions. The data warehouse does not store primary key values from the individual source tables.
The database for each solution has a table named Products that stored product information. The Products table in each database uses a separate and unique key for product records. Each table shares a column named ReferenceNr between the databases. This column is used to create queries that involve more than once solution.
You need to load data from the individual solutions into the data warehouse nightly. The following requirements must be met:
* If a change is made to the ReferenceNr column in any of the sources, set the value of IsDisabled to True and create a new row in the Products table.
* If a row is deleted in any of the sources, set the value of IsDisabled to True in the data warehouse.
Solution: Perform the following actions:
* Enable the Change Tracking feature for the Products table in the three source databases.
* Query the CHANGETABLE function from the sources for the deleted rows.
* Set the IsDIsabled column to True on the data warehouse Products table for the listed rows.
Does the solution meet the goal?
Correct Answer: B 🗳️
Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).
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