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Microsoft 070-767 Actual Tests : Implementing a SQL Data Warehouse

About Best Microsoft 070-767 Exam Practice Material

From a free demo to 365 days of updates and a 60-day money back guarantee, Actual4test covers every step of your 070-767 preparation in 2026. 170 Microsoft Implementing a SQL Data Warehouse practice questions are ready the moment you are.

Microsoft 070-767 Exam Overview:

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/

Microsoft 070-767 Exam Syllabus Topics:

SectionWeightObjectives
Design, implement, and maintain a data warehouse35–40%- Design and implement dimension and fact tables
  • 1. Design and implement partitioned tables and views
  • 2. Implement slowly changing dimensions
  • 3. Design shared and conformed dimensions
- Design and implement indexes
  • 1. Implement clustered, nonclustered, and columnstore indexes
  • 2. Choose appropriate indexing strategies
- Implement data warehouse storage
  • 1. Plan storage requirements
  • 2. Configure filegroups and partitions
Extract, transform, and load data40–45%- Design and implement ETL control flow
  • 1. Use SSIS containers and tasks
  • 2. Implement error handling and logging
- Implement incremental data loads
  • 1. Detect changed data
  • 2. Use change data capture and temporal tables
- Deploy and configure SSIS solutions
  • 1. Deploy SSIS projects and packages
  • 2. Configure SSIS catalog and environments
- Design and implement ETL data flow
  • 1. Use SSIS data sources and destinations
  • 2. Apply transformations and lookups
Build data quality solutions15–20%- Implement Data Quality Services (DQS)
  • 1. Perform data cleansing and matching
  • 2. Build and manage DQS knowledge bases
- Maintain data quality
  • 1. Monitor data consistency
  • 2. Implement data validation rules
- Implement Master Data Services (MDS)
  • 1. Use MDS tools and web application
  • 2. Create and manage MDS models and entities

Common Questions Candidates Ask About 070-767

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.

Yes. Actual4test offers a free 070-767 PDF demo so you can check the quality of the practice questions before purchasing. After you buy, your product comes with 365 days of free updates, and if it expires you can renew the update service at a 50% discount from your member zone.

Your purchase is protected by our 100% Money Back Guarantee. If you take the corresponding 070-767 exam within 60 days of purchase and do not pass, send us a scan of your enrollment slip and the official Score Report PDF within two days of the exam, and the full refund will be processed within seven days. The candidate name must match the payer name; exams taken within three days of purchase, free materials, and expired orders are not eligible. If you would rather not refund, you can exchange your product for two free products of equal value and keep the update service on your original purchase. Delivery itself is instant: your material is available for download and is emailed to you within one minute of payment. If nothing arrives within two hours, contact our support team. There is no limit on how many computers you may install it on.

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.

Microsoft Implementing a SQL Data Warehouse Sample Questions:

Question #1

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?

  • A. No
  • B. Yes
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #2

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?

  • A. catalog.deploy_project
  • B. catalog.stop.operation
  • C. sys.sp_cdc.stopJob
  • D. sys.sp.cdc.addjob
  • E. catalog.restore_project
  • F. sys.sp_cdc_enable_db
  • G. sys.sp.cdc.changejob
  • H. sys.sp_cdc_disable_db
Reveal Solution  Discussion  0

Correct Answer: H  🗳️

Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).

Question #3

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?

  • A. Create new tables on lower-cost storage, move the historical data to the new tables, and then shrink the database.
  • B. Remove the historical data from the database to leave available space for new data.
  • C. Move historical data to new tables on lower-cost storage.
  • D. Partition the Fact.Order table, and move historical data to new filegroups on lower-cost storage.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).

Question #4

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?

  • A. dtutil.exe /SQL package1 /DELETE
  • B. dtutil.exe /SQL package1 /COPY OTS;c:\repository\package1.dtsx
  • C. dtutil.exe /FILE c:\repository\packagel.dtsx /DestServer Server! /COPY SQL;package1.dtsx
  • D. dtutil.exe /I /FILE c:\repository\packagel.dtsx
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Question #5

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.

Reveal Solution  Discussion  0

Correct Answer:


Explanation

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

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