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Test Number : 70-767
Test Name : Implementing a SQL Data Warehouse
Vendor Name : Microsoft
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Exam Title : Microsoft Certified Solutions Expert (MCSE) -Data Management and Analytics
Exam ID : 70-767
Exam Duration : 150 mins
Questions in test : 40-60
Passing Score : 700 / 1000
Official Training : 20767: Implementing a SQL Data Warehouse (five days)
Exam Center : Pearson VUE
Real Questions : Microsoft Implementing a Data Warehouse using SQL Real Questions
VCE practice test : Microsoft 70-767 Certification VCE Practice Test

Topic Details Weights Design, implement, and maintain a data warehouse Design and implement dimension tables
- Design shared and conformed dimensions, determine support requirements for slowly changing dimensions, determine attributes, design hierarchies, determine star or snowflake schema requirements, determine the granularity of relationship by using fact tables, determine auditing or lineage requirements, determine keys and key relationships for a data warehouse, implement dimensions, implement data lineage of a dimension table Design and implement fact tables
- Identify measures, identify dimension table relationships, create composite keys, design a data warehouse that supports many-to-many relationships, implement semi-additive measures, implement non-additive measures Design and implement indexes for a data warehouse workload
- Design an indexing solution; select appropriate indexes; implement clustered, non-clustered, filtered, and columnstore indexes Design storage for a data warehouse
- Design an appropriate storage solution, including hardware, disk, and file layout Design and implement partitioned tables and views
- Design a partition structure to support a data warehouse, implement sliding windows, implement partition elimination, design a partition structure that supports the quick loading and scale-out of data 35-40% Extract, transform, and load data Design and implement an extract, transform, and load (ETL) control flow by using a SQL Server Integration Services (SSIS) package
- Design and implement ETL control flow elements, including containers, tasks, and precedence constraints; create variables and parameters; create checkpoints, sequence and loop containers, and variables in SSIS; implement data profiling, parallelism, transactions, logging, and security Design and implement an ETL data flow by using an SSIS package
- Implement slowly changing dimension, fuzzy grouping, fuzzy lookup, audit, blocking, non-blocking, and term lookup transformations; map columns; determine the appropriate transform object for a given task; determine appropriate scenarios for Transact-SQL joins versus SSIS lookup; design table loading by using bulk loading or standard loading; remove extra rows or bad rows by using deduplication Implement an ETL solution that supports incremental data extraction
- Design fact table patterns, enable Change Data Capture, create a SQL MERGE statement Implement an ETL solution that supports incremental data loading
- Design a control flow to load change data, load data by using Transact-SQL Change Data Capture functions, load data by using Change Data Capture in SSIS Debug SSIS packages
- Fix performance, connectivity, execution, and failed logic issues by using the debugger; enable logging for package execution; implement error handling for data types; implement breakpoints; add data viewers; profile data with different tools; perform batch clean-up Deploy and configure SSIS packages and projects
- Create an SSIS catalog; deploy packages by using the deployment utility, SQL Server, and file systems; run and customize packages by using DTUTIL 40-45% Build data quality solutions Create a knowledge base
- Create a Data Quality Services (DQS) knowledge base, determine appropriate use cases for a DQS knowledge base, perform knowledge discovery, perform domain management Maintain data quality by using DQS
- Add matching knowledge to a knowledge base, prepare a DQS for data deduplication, create a matching policy, clean data by using DQS knowledge clean data by using the SSIS DQS task, install DQS Implement a Master Data Services (MDS) model
- Install MDS; implement MDS; create models, entities, hierarchies, collections, and attributes; define security roles; import and export data; create and edit a subscription; implement entities, attributes, hierarchies, and business rules Manage data by using MDS
- Use MDS tools, use the Master Data Services Configuration Manager, create a Master Data Manager database and web application, deploy a trial model using MDSModelDeploy.exe, use the Master Data Services web application, use the Master Data Services Add-in for Excel, create a Master Data Management hub, stage and load data, create subscription views 15-20%

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Microsoft SQL outline

Microsoft VS Code overview | 70-767 dumps questions and PDF Questions

Microsoft visual Studio (VS) Code is a free coding editor that may also be used for coding in any programming language without needing to switch editors. 

once you’ve set your self up with one of the vital top-quality laptops for programming, you’re going to want the best programming tools installed on it, and in this Microsoft VS Code assessment, we’ll support you make a decision whether this editor is the appropriate one for you and your workflow.

Microsoft VS Code Review

Microsoft VS Code is fully free (graphic credit: Microsoft) Plans and pricing

some of the top-rated issues about VS Code is that it’s completely free. All you need to do is choose the version in your laptop’s operating device, download, and installation it.

VS Code supports windows, Linux, and Mac OS operating programs. home windows 7, 8, and 10 are lined with 64-bit, 32-bit, and ARM-appropriate installers. There are 64-bit, ARM, and ARM 64 installers for Debian, Ubuntu, pink Hat, Fedora, and SUSE Linux distributions. And there are general, Intel, and Silicon installers for Mac OS. There are additionally Insiders builds for early adopters which get updated virtually daily.

VS Code is one a part of Microsoft visual Studio, which is a complete built-in development environment (IDE). It has a group version, which is also free, but also has paid subscriptions, which include entry to more superior developer and trying out tools, assist, practising, and Microsoft Azure for constructing internet purposes.


Like most respectable coding editors, one of VS Code’s biggest strengths is its customizability. With what's called extensions, which you can exchange the theme, add new languages and debuggers, and attach to diverse capabilities.

Most coding editors feature syntax highlighting, however VS Code additionally elements IntelliSense, which takes that extra with code completion, code hinting, and parameter info. It ability as you classification, the program will existing a context menu with numerous linked alternatives to aid save you typing. 

Microsoft VS Code Review

one of Microsoft VS Code’s strengths lies in its customizability (photograph credit score: Microsoft)

Working with edition control techniques like Git is convenient with VS Code. You’ll be able to stage data and make commits, then push and pull alterations to your faraway code repository of choice, appropriate from the editor.

And in case you’re working with Microsoft Azure, you’ll be in a position to set up your code at once from the editor too by installing the Azure CLI and Azure App provider extensions. notice, besides the fact that children, that you’ll deserve to pay for an Azure subscription.

Microsoft VS Code Review

The VS Code brief Setup ebook (image credit: Microsoft) Interface and in use

a pretty good location to start to get accepted with what Microsoft VS Code presents is the Getting began brief Setup, which will also be accessed from the help menu. The quick Setup will book you through settling on a theme, adding coding languages and different extensions, turning on settings sync so that your settings can be synced across contraptions, and finally, opening a assignment to delivery work.

The interface for VS Code might be conventional to you if you’ve used a coding editor before. The default view will display you your folders and data within the left column with the specific coding workspace within the large column on the correct.

VS Code’s interface additionally comprises a further toolbar on the some distance left with buttons to exchange your view. by means of default, you’ll be in Explorer view for working with data and folders, but there are additionally views for Search, source manage, Run and Debug, and Extensions. Clicking on any of the buttons for the already enabled view will trigger the panel to close completely to enhance your coding enviornment.

for those that work with supply handle, that panel will exhibit you how many information have been changed, and clicking on any file will show you the diff for the file. The panel also indicates which data had been deleted and which might be untracked. 

The status bar in the backside left corner of the window also indicates you which Git department you’re in, and you'll exchange branches by means of clicking on the department name. 

if in case you have a file open, an additional menu seems at the bottom of the explorer panel, which shows you the Timeline for the file—a heritage of all the commits that file has been protected in. 

there's additionally an outline menu item that offers you a navigable overview of the file. for example, if you had a kit.json file open, it will show you the scripts and dependencies arrays which may well be expanded and collapsed to demonstrate their contents.

Some americans document that VS Code is slower at opening colossal information than other editors, but in their testing they found the reverse to be genuine. the usage of a 525MB SQL file to examine, they discovered that VS Code opened the file several seconds quicker than different editors.

Microsoft VS Code Review

There is only self-aid support for VS Code (photo credit: Microsoft) aid

as a result of VS Code is free application, there isn't any external support, just resources that you should help your self. These can all be accessed from the help menu, and they include the short delivery we’ve already mentioned, a link to the documentation, an interactive playground that takes you through some of the editor’s most positive points, and hyperlinks to guidance and movies.

The competition

Programmers and coders are spoiled for choice when it involves editor utility, with chic textual content and Atom being two of the improved-primary alternate options.

chic textual content, now at edition three (ST3), has lots of the same features as VS Code, despite the fact some that are native to VS Code deserve to be put in as separate applications in ST3. ST3 can also be downloaded and used without charge, however for continued use, an $eighty license is required. it will also be cited that ST3 hasn’t been up-to-date when you consider that 2019.

Atom is developed by using GitHub, the widespread supply code management carrier, which is now a subsidiary of Microsoft. it's additionally free, and, as you would are expecting for a tool developed by way of GitHub, it has tight integration with the provider, enabling you to do from inside the editor most of what which you can do on the GitHub site itself.

last verdict

Microsoft VS Code is one of the most bendy and extensible coding editors we’ve ever used. There’s relatively tons nothing it will probably’t do. And it does it in a consumer-pleasant manner with a purpose to see you pace through your coding tasks.

Some individuals report it as being slower and greater aid-hungry than other an identical editors, however they didn’t locate that to be the case in their testing. 

With its free cost tag, colossal range of developed-in aspects, and the capacity so as to add more with extensions, there’s definitely no motive not to supply it a are trying to see whether it may be your go-to coding editor.

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