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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Implementing a Data Warehouse using SQL |
| Exam Number: | 70-767 |
| Real Exam Qty: | 40–60 |
| Exam Duration: | 120–150 |
| Exam Price: | $165 USD |
| Available Languages: | English |
| Certificate Validity Period: | Retired January 31, 2021; valid until expiration per earned certification |
| Related Certifications: | MCSE: Data Management and Analytics |
| Exam Format: | Case studies, Multiple choice, Performance-based items, Multiple response |
| Passing Score: | 700 (on a scale of 1–1000) |
| Recommended Training: | Microsoft Official Course 20767: Implementing a SQL Data Warehouse Exam Ref 70-767 Microsoft Press |
| Exam Registration: | Microsoft Exam Registration |
| Sample Questions: | Microsoft 070-767 Sample Questions |
| Exam Way: | Proctored online or at authorized test centers (before retirement) |
| Pre Condition: | Working knowledge of Transact-SQL, relational databases, and basic ETL concepts; no mandatory prerequisite exam |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/exams/70-767/ |
| Section | Weight | Objectives |
|---|---|---|
| Design, implement, and maintain a data warehouse | 35–40% | - Design and implement dimension and fact tables
|
| Extract, transform, and load data | 40–45% | - Design and implement ETL control flow
|
| Build data quality solutions | 15–20% | - Implement Data Quality Services (DQS)
|
The 070-767 exam (Implementing a SQL Data Warehouse) is the official Microsoft exam that leads to the MCSA: SQL 2016 BI Development certification, a credential at the Associate level. Related certifications include MCSE: Data Management and Analytics. Actual4test provides 170 practice questions to help you prepare for it with confidence.
The 070-767 exam contains 40–60 questions and gives you 120–150 to finish them. Before exam day, divide the total time by the question count so you know the pace you need to keep, and flag difficult items instead of getting stuck on them. Running at least one full timed session in the Actual4test test engine is the best way to make that time pressure feel familiar.
You need 700 (on a scale of 1–1000) to pass, and the official registration fee is $165 USD. Keep in mind that a failed attempt means paying that fee in full again, so it pays to test yourself first. When your scores on the Actual4test timed practice tests stay consistently above the passing line, you are ready to book the exam.
Working knowledge of Transact-SQL, relational databases, and basic ETL concepts; no mandatory prerequisite exam Requirements can change over time, so always double-check the latest eligibility rules before you register on the official Microsoft exam page.
You can book your exam through the official registration channels:
The exam is delivered in the following way: Proctored online or at authorized test centers (before retirement).
Microsoft recommends the following training options for this exam:
Official courses build the foundation, and the 170 070-767 practice questions from Actual4test help you turn that knowledge into exam-day performance.
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The 070-767 syllabus is organized into 3 exam domains. Among the first three are Extract, transform, and load data (40–45%), Build data quality solutions (15–20%), Design, implement, and maintain a data warehouse (35–40%). For the complete breakdown of topics and subtopics, see the Exam Topics section above.
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 are the administrator of a Microsoft SQL Server Master Data Services (MDS) instance. The instance contains a model named Geography and a model named customer. The Geography model contains an entity named countryRegion.
You need to ensure that the countryRegion entity members are available in the customer model.
Solution: In the Customer model, add a domain-based attribute to reference the CountryRegion entity in the Geography model.
Does the solution meet the goal?
Correct Answer: B 🗳️
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 have a database named DB1 that has change data capture enabled.
A Microsoft SQL Server Integration Services (SSIS) job runs once weekly. The job loads changes from DB1 to a data warehouse by querying the change data capture tables.
You remove the Integration Services job.
You need to stop tracking changes to the database. The solution must remove all the change data capture configurations from DB1.
Which stored procedure should you execute?
Correct Answer: H 🗳️
Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).
Note: This question is part of a series of questions that use the same scenario. For your convenience, the scenario is repeated in each question. Each question presents a different goal and answer choices, but the text of the scenario is exactly the same in each question in this series.
You have a Microsoft SQL Server data warehouse instance that supports several client applications.
The data warehouse includes the following tables: Dimension.SalesTerritory, Dimension.Customer, Dimension.Date, Fact.Ticket, and Fact.Order. The Dimension.SalesTerritory and Dimension.Customer tables are frequently updated. The Fact.Order table is optimized for weekly reporting, but the company wants to change it daily. The Fact.Order table is loaded by using an ETL process. Indexes have been added to the table over time, but the presence of these indexes slows data loading.
All data in the data warehouse is stored on a shared SAN. All tables are in a database named DB1. You have a second database named DB2 that contains copies of production data for a development environment. The data warehouse has grown and the cost of storage has increased. Data older than one year is accessed infrequently and is considered historical.
You have the following requirements:
You are not permitted to make changes to the client applications.
You need to optimize the storage for the data warehouse.
What change should you make?
Correct Answer: D 🗳️
Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).
You plan to use the dtutil.exe utility with Microsoft SQL Server Integration Services (SSIS) to customize packages. You need to create a new package ID for package1 on Server1. Which dtutil.exe command should you run?
Correct Answer: C 🗳️
You are testing a Microsoft SQL Server Integration Services (SSIS) package. The package includes the Control Flow task shown in the Control Flow exhibit (Click the Exhibit button) and the Data Flow task shown in the Data Flow exhibit. (Click the Exhibit button.)

You declare a variable named Seed as shown in the Variables exhibit. (Click the Exhibit button.) The variable is changed by the Script task during execution.
You need to be able to interrogate the value of the Seed variable after the Script task completes execution.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
Correct Answer:

Explanation
References:
https://docs.microsoft.com/en-us/sql/integration-services/variables-window
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