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Words are cheap; demos aren't. The free 070-767 trial from ExamPrepAway shows you real Microsoft Implementing a SQL Data Warehouse questions and answers before you buy — decide with evidence.
Microsoft 070-767 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Transformation and Data Flow | - Manage slowly changing dimensions (SCD) - Implement data cleansing and transformation logic - Implement data flow tasks in SSIS |
| Topic 2: Designing Data Warehouse Solutions | - Design data warehouse schema (star/snowflake) - Design data storage and partitioning strategy - Design data distribution strategy in SQL Server / Azure SQL DW |
| Topic 3: Securing and Maintaining Data Warehouse Solutions | - Maintain backup and recovery strategies - Manage encryption and data protection - Implement authentication and authorization |
| Topic 4: Optimizing and Troubleshooting Data Warehouse | - Monitor and troubleshoot ETL processes - Manage workload performance in SQL data warehouse - Optimize query performance (indexes, distribution, partitioning) |
| Topic 5: Building and Implementing a Data Warehouse | - Load and transform data from multiple sources - Implement ETL processes using SSIS - Create and configure tables and indexes |
Microsoft 070-767 Exam — Questions and Answers
The official fee is $165 USD (varies by country) per attempt, and the passing score is 700 (out of 1000). A failed attempt means paying the entire fee again — which makes the 170 practice questions from ExamPrepAway the cheaper rehearsal. Self-test until the pass mark feels routine, then book.
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The Microsoft Implementing a SQL Data Warehouse blueprint spans 5 domains — among them Securing and Maintaining Data Warehouse Solutions, Data Transformation and Data Flow, Optimizing and Troubleshooting Data Warehouse. Weightings are the vendor's way of saying where points concentrate, so budget your time accordingly. The full outline above details every subtopic.
Yes — download the free trial before you buy and check the question quality yourself. Purchases include 365 days of free updates, and if your update period expires later, renew it at half price.
Yes:
Courses teach; questions test. After finishing any training, run the 070-767 practice questions from ExamPrepAway to verify what actually stuck.
Recommended experience with SQL Server, T-SQL, and ETL processes using SSIS; familiarity with data warehousing concepts Since vendors revise eligibility rules, confirm the current requirements on the official exam page (official 070-767 exam page) before registering.
Registration goes through the vendor's official channels:
The exam runs Computer-based exam delivered via Pearson VUE (test center or online proctored), so choose the arrangement that suits you when booking.
The Microsoft Implementing a SQL Data Warehouse is Microsoft's official exam for the MCSA: SQL 2016 BI Development / MCSE Data Management and Analytics (historical alignment) certification, at the Professional level. It tests real professional knowledge and experience — that's why it's considered difficult, and why the credential means something. It also connects to related credentials like MCSA SQL 2016 BI Development, MCSE Data Management and Analytics.
You'll get 120-150 for 40-60 (varies) questions. Lack of time sinks more candidates than lack of knowledge — so build your pacing now: set a per-question budget, practice flagging hard items, and run full timed sessions in the ExamPrepAway engine until the clock feels like an ally.
Microsoft Implementing a SQL Data Warehouse Sample Questions:
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 a database administrator for an e-commerce company that runs an online store. The company has the databases described in the following table.
Each week, you import a product catalog from a partner company to a staging table in DB2.
You need to create a stored procedure that will update the staging table by inserting new products and deleting discontinued products.
What should you use?
- A. Lookup transformation
- B. Merge transformation
- C. Union All transformation
- D. Balanced Data Distributor transformation
- E. Merge Join transformation
- F. Sequential container
- G. MERGE statement
- H. Foreach Loop container
Correct Answer: F 🗳️
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 chokes, but the text of the scenario is exactly the same in each question in the series.
Start of repeated scenario
Contoso. Ltd. has a Microsoft SQL Server environment that includes SQL Server Integration Services (SSIS), a data warehouse, and SQL Server Analysis Services (SSAS) Tabular and multi-dimensional models.
The data warehouse stores data related to your company sales, financial transactions and financial budgets. All data for the data warehouse originates from the company s business financial system.
The data warehouse includes the following tables:
The company plans to use Microsoft Azure to store older records from the data warehouse. You must modify the database to enable the Stretch Database capability.
Users report that they are becoming confused about which city table to use for various queries. You plan to create a new schema named Dimension and change the name of the dbo.diamension_city table to Diamension.city. Data loss is not permissible, and you must not leave traces of the old table in the data warehouse.
The fact. Transaction table has measures named RawCost and Totaisale that calculate the wholesale cost of materials. You plan to create a measure that calculates the profit margin based on the two existing measures.
You must implement a partitioning scheme for the fact.Transaction table to move older data to less expensive storage. Each partition will store data for a single calendar year, as shown in the exhibit (Click the Exhibit button.) You must align the partitions.
You must improve performance for queries against the fact.Transaction table. You must implement appropriate indexes and enable the Stretch Database capability.
End of repeated scenario
You need to create the ProfitMargin measure for the fact. Transaction table.
How should you complete the MDX statement? To answer, select the appropriate MDX segments in the answer area.
Correct Answer:

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 SOL 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 Geography model, publish a business rule with a Change Value action.
Does the solution meet the goal?
- A. Yes
- B. No
Correct Answer: B 🗳️
Explanation: Only visible for ExamPrepAway members. You can sign-up / login (it's free).
You are developing a Microsoft SQL Server Master Data Services (MDS) solution.
The model contains an entity named Product. The Product entity has three user-defined attributes named Category, Subcategory, and Price, respectively.
You need to ensure that combinations of values stored in the Category and Subcategory attributes are unique.
What should you do?
- A. Create a derived hierarchy based on the Category and Subcategory attributes. Use the Category attribute as the top level for the hierarchy.
- B. Set the value of the Attribute Type property for the Category and Subcategory attributes to Domain-based.
- C. Create two custom indexes, one for each of the Category and Subcategory attributes.
- D. Publish a business rule that will be used by the Product entity.
Correct Answer: C 🗳️
Explanation: Only visible for ExamPrepAway 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 a database administrator for an e-commerce company that runs an online store. The company has three databases as described in the following table.
You plan to load at least one million rows of data each night from DB1 into the OnlineOrder table. You must load data into the correct partitions using a parallel process.
You create 24 Data Flow tasks. You must place the tasks into a component to allow parallel load. After all of the load processes compete, the process must proceed to the next task.
You need to load the data for the OnlineOrder table.
What should you use?
- A. Lookup transformation
- B. Merge transformation
- C. Union All transformation
- D. Balanced Data Distributor transformation
- E. Merge Join transformation
- F. Sequential container
- G. MERGE statement
- H. Foreach Loop container
Correct Answer: H 🗳️
Explanation: Only visible for ExamPrepAway members. You can sign-up / login (it's free).
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