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Last Updated: Sep 12, 2026

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Every second counts when a brighter future is on the schedule. In 2026, TrainingQuiz helps 70-767 candidates compress preparation into efficient short-term study with 170 targeted Microsoft Implementing a SQL Data Warehouse practice questions.

Microsoft 70-767 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Implementing a Data Warehouse using SQL
Exam Number:70-767
Certificate Validity Period:Retired January 31, 2021; valid until expiration per earned certification
Related Certifications:MCSE: Data Management and Analytics
Exam Duration:120–150
Available Languages:English
Exam Format:Multiple response, Multiple choice, Case studies, Performance-based items
Passing Score:700 (on a scale of 1–1000)
Exam Price:$165 USD
Real Exam Qty:40–60
Recommended Training:Microsoft Official Course 20767: Implementing a SQL Data Warehouse
Exam Ref 70-767 Microsoft Press
Exam Registration:Microsoft Exam Registration
Sample Questions: DOWNLOAD DEMO
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 70-767 Exam Syllabus Topics:

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

70-767 Exam FAQ: Fast Answers for Microsoft Candidates

Microsoft Implementing a SQL Data Warehouse is an official Microsoft exam, registered under exam code 70-767. Passing it earns the MCSA: SQL 2016 BI Development certification at the Associate level. It also links to MCSE: Data Management and Analytics. As an internationally recognized capacity standard, this credential speaks for your ability wherever your career takes you.

The Microsoft Implementing a SQL Data Warehouse syllabus comprises 3 official domains. The heaviest include Build data quality solutions (15–20%), Design, implement, and maintain a data warehouse (35–40%), and Extract, transform, and load data (40–45%). The complete outline is above on this page; a short, efficient study plan starts with knowing exactly where the marks live.

The Microsoft Implementing a SQL Data Warehouse exam packs 40–60 questions into 120–150. Short-term preparation works best when every session is realistic, so run timed simulations in the TrainingQuiz engine, keep your flag-and-return rhythm tight, and let repeated full-length runs build the pace the clock demands.

Microsoft Implementing a SQL Data Warehouse requires 700 (on a scale of 1–1000) to pass, with an official registration fee of $165 USD. Retakes bill the full $165 USD again, so speed should never mean gambling. Compress your preparation with the TrainingQuiz practice tests, and book once your scores clear the requirement reliably.

Working knowledge of Transact-SQL, relational databases, and basic ETL concepts; no mandatory prerequisite exam

Policies change, so verify the current requirements before registering on the official exam page.

Microsoft Implementing a SQL Data Warehouse registration goes through the official channels below.

For your schedule planning: the exam is delivered Proctored online or at authorized test centers (before retirement).

Microsoft recommends the following training for Microsoft Implementing a SQL Data Warehouse candidates.

On a short preparation timeline, combine any training with the 170 practice questions in the TrainingQuiz 70-767 package to convert learning into scoring ability fast.

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Your purchase carries a 100% money-back guarantee with defined conditions. Take the Microsoft Implementing a SQL Data Warehouse exam within 60 days of purchase; if you fail, you may claim a full refund, provided the exam matches your product. Attempts within 3 days of purchase are ineligible, as are downloaded-but-unused products, free materials, and expired orders; the candidate name must match the payer name. Submit a scanned enrollment slip and the official Score Report PDF within 2 days of the exam, and claims are processed within 7 days. Alternatively, exchange for two other exam products of equal value, free, with the update service on your original purchase retained.

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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 sections, 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 Azure SQL Data Warehouse instance. You run the following Transact-SQL statement:

The query fails to return results.
You need to determine why the query fails.
Solution: You run the following Transact-SQL statement:

Does the solution meet the goal?

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

Correct Answer: B  🗳️

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

Question #2

Note: This question is part of a series of questions that present 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 scenarios is exactly the same in each question in this series.
You are developing a Master Data Management (MDM) solution for a company by using Microsoft SQL Server Integration Services (SSIS), SQL Server Master Data Services (MDS), and SQL Server Data Quality Services (DQS).
You have an MDS model named Geography that contains the entities described in the following table.

You define a domain-based attribute in the State entity that references the CountryRegion entity. You define another domain-based attribute in the city entity that references the State and CountryRegion entities. A single derived hierarchy named Geography supports navigation between the CountryRegion, State, and City levels.
Subscription views exist for all entities. The subscription views have the same name as the entity on which they are based.
You initialize each entity member. New City entity members are imported daily based on customer city values in a Customer Relationship Management (CRM) database. The CRM database is a SQL Server relational database. When new cities are imported from the CRM database, the state codes must be standardized to those already defined in the State entity.
In the CRM database, sales managers and assigned to countries/regions. A sales manager may be assigned to one or more countries/regions. A country/region may have one or more assigned sales managers. The CRM database contains a table named ManagerCountryRegion that stores a row for each manager-country/region relationship.
You create the following MDS users and map each user to an Active Directory Domain Services (AD DS) user account: User1, User2, and User3. Both User1 and User2 belong to the Explorer functional area.
Users must be able to complete the tasks described in the following table.

You need to perform the initial data loading process of the DQS knowledge base, based on the CountryRegion Entity in the MDS model.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Reveal Solution  Discussion  0

Correct Answer:


Explanation

References:
https://docs.microsoft.com/en-us/sql/data-quality-services/perform-knowledge-discovery

Question #3

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 configure a new matching policy in Master Data Services (MDS) as shown in the following exhibit.

You review the Matching Results of the policy and find that the number of new values matches the new values.
You verify that the data contains multiple records that have similar address values, and you expect some of the records to match. You need to increase the likelihood that the records will match when they have similar address values.
Solution: You decrease the relative weights for Address Line 1 of the matching policy.
Does this meet the goal?

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

Correct Answer: A  🗳️

Question #4

You deploy a Microsoft Azure SQL Data Warehouse instance. The instance must be available eight hours each day.
You need to pause Azure resources when they are not in use to reduce costs.
What will be the impact of pausing resources? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Reveal Solution  Discussion  0

Correct Answer:


Explanation

To save costs, you can pause and resume compute resources on-demand. For example, if you won't be using the database during the night and on weekends, you can pause it during those times, and resume it during the day. You won't be charged for DWUs while the database is paused.
When you pause a database:
Compute and memory resources are returned to the pool of available resources in the data center Data Warehouse Unit (DWU) costs are zero for the duration of the pause.
Data storage is not affected and your data stays intact.
SQL Data Warehouse cancels all running or queued operations.
When you resume a database:
SQL Data Warehouse acquires compute and memory resources for your DWU setting.
Compute charges for your DWUs resume.
Your data will be available.
You will need to restart your workload queries.
References:
https://docs.microsoft.com/en-us/azure/sql-data-warehouse/sql-data-warehouse-manage-compute-rest-api

Question #5

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 loading data from an OLTP database to a data warehouse.
The OLTP database includes a table for sales data and a table for refund data.
The data warehouse contains a single table for all the sales and refund data.
Which component should you use to load the data to the data warehouse?

  • A. the Slowly Changing Dimension transformation
  • B. an Execute SQL task
  • C. the Lookup transformation
  • D. the Conditional Split transformation
  • E. the Data Conversion transformation
  • F. the Aggregate transformation
  • G. the Merge transformation
Reveal Solution  Discussion  0

Correct Answer: G  🗳️

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

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