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Microsoft 070-767 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Implementing a Data Warehouse using SQL
Exam Number:70-767
Exam Duration:120–150
Passing Score:700 (on a scale of 1–1000)
Real Exam Qty:40–60
Exam Format:Multiple choice, Case studies, Multiple response, Performance-based items
Related Certifications:MCSE: Data Management and Analytics
Certificate Validity Period:Retired January 31, 2021; valid until expiration per earned certification
Exam Price:$165 USD
Available Languages:English
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 070-767 Exam Syllabus Topics:

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

Microsoft Implementing a SQL Data Warehouse Exam FAQ — Take That Step

The Microsoft Implementing a SQL Data Warehouse blueprint spans 3 domains — including Design, implement, and maintain a data warehouse (35–40%), Build data quality solutions (15–20%), Extract, transform, and load data (40–45%). The complete outline above lists every subtopic; work them from heaviest to lightest.

$165 USD per attempt, 700 (on a scale of 1–1000) to pass. Retakes cost the full fee — act now and prepare properly with the 170 practice questions for the 070-767 exam at SureTorrent.

Yes — download the free Microsoft Implementing a SQL Data Warehouse demo and preview the quality before paying. Purchases include 365 days of free updates by email; renew afterward at 50% off.

Working knowledge of Transact-SQL, relational databases, and basic ETL concepts; no mandatory prerequisite exam Eligibility rules change over time, so verify the current requirements on the official page (official 070-767 exam page) before registering.

120–150 for 40–60 questions. The SureTorrent SOFT version — most proximate to the real exam in style and mode — builds the pacing you need on any Windows computer.

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The Microsoft Implementing a SQL Data Warehouse is delivered Proctored online or at authorized test centers (before retirement) — pick the arrangement that suits you when booking.

Upon successful payment, our system emails the Microsoft Implementing a SQL Data Warehouse vce torrent automatically within about a minute — apply it on any computer with no limitation, with 24/7 help if nothing arrives within 2 hours. If you fail the corresponding 070-767 exam within 60 days of purchase, we refund the full amount: send a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam, processed within 7 days. Excluded: exams within 3 days of purchase, candidate names that don't match the payer, and free or expired products. Or exchange for two equal-value products free.

The Microsoft Implementing a SQL Data Warehouse is Microsoft's certification exam for MCSA: SQL 2016 BI Development, at the Associate level. A compelling certification highlights you — from common to standout. Related credentials include MCSE: Data Management and Analytics.

Yes:

After any course, sharpen up with the 170 practice questions for the Microsoft Implementing a SQL Data Warehouse — every answer expert-verified.

Microsoft Implementing a SQL Data Warehouse Sample Questions:

Question #1

You have a database that contains a table named Email. Change Data Capture (CDC) is enabled for the table.
You have a Microsoft SQL Server Integration Services (SSIS) package that contains the Data Flow task shown in the Data Flow exhibit. (Click the Exhibit button.)

You have an existing CDC source as shown in the CDC Source exhibit (Click the Exhibit button)


and a CDC Splitter transform as shown in the CDC Splitter exhibit. (Click the Exhibit button.)


You need to perform an incremental import of customer email addresses. Before importing email addresses, you must move all previous email addresses to another table for later use.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Reveal Solution  Discussion  0

Correct Answer:


Explanation
Yes
Yes
Yes
No

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

Correct Answer: E  🗳️

Question #3

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 database contains a table named Sales.
Sales contains details of records that have a type of refund and records that have a type of sales.
The data warehouse design contains a table for sales data and a table for refund data.
Which component should you use to load the data to the warehouse?

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

Correct Answer: G  🗳️

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Question #4

You have a Microsoft SQL Server Integration Services (SSIS) package that loads data into a data warehouse each night from a transactional system. The package also loads data from a set of Comma-Separated Values (CSV) files that are provided by your company's finance department.
The SSIS package processes each CSV file in a folder. The package reads the file name for the current file into a variable and uses that value to write a log entry to a database table.
You need to debug the package and determine the value of the variable before each file is processed.
Which four 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

You debug control flows.
The Foreach Loop container is used for looping through a group of files. Put the breakpoint on it.
The Locals window displays information about the local expressions in the current scope of the Transact-SQL debugger.
References: https://docs.microsoft.com/en-us/sql/integration-services/troubleshooting/debugging-control-flow
http://blog.pragmaticworks.com/looping-through-a-result-set-with-the-foreach-loop

Question #5

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

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