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Microsoft 70-767 : Implementing a SQL Data Warehouse Exam

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Test Number : 70-767
Test Name : Implementing a SQL Data Warehouse
Vendor Name : Microsoft
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70-767 test Format | 70-767 Course Contents | 70-767 Course Outline | 70-767 test Syllabus | 70-767 test Objectives


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 questions : 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 sample 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 Test Prep

Microsoft pronounces vigor BI teams integration, NLP and per-consumer top rate subscription | 70-767 boot camp and test Braindumps

usually, when Microsoft places on considered one of its big technical conferences, it takes the possibility to announce and roll out new features for vigour BI. This 12 months's Ignite conference, which kicks off as a virtual event these days, is no exception. definitely, the listing of accurate capabilities for power BI being introduced nowadays is massive. 

Microsoft corporate VP Arun Ulag became variety sufficient to short me last week on the array of accurate capabilities. in this put up, i may cover one of the important bulletins in element, and do my most appropriate to at least enumerate the others.

top class individualism

in all probability the largest enhancement to vigor BI is to its billing model: vigour BI top class will quickly be available on a per-consumer foundation, at what the company promises will be a really reasonable cost. Up before, The top class subscription become simplest available by way of "potential," that means on dedicated infrastructure, for a complete company, with a pricing entry element of about $5000/month. That worked smartly for giant businesses who not crucial to purchase $10/month vigour BI professional seat licenses for each and every of their users who consumed (instead of authored) experiences and dashboards, but it intended that people and smaller companies have been locked out of any aspects that have been top class-best, including some crucial AI capabilities.

Now, people will be in a position to upsize their per-seat expert licenses to top rate. all through the preview period, the upgrade contains no further charge. Microsoft is rarely asserting GA (everyday availability, i.e. put up-preview) pricing for the carrier, however is asserting it could be "uniquely affordable and incredibly aggressive within the industry." That should still come as very good information for users within the vigor BI neighborhood who will now discover the total characteristic set of the platform accessible to them on someone subscription groundwork.

beyond the per-person availability, vigor BI premium is additionally getting sooner, and is gaining an autoscale means that, when enabled, makes it possible for Microsoft to provision additional "V-cores" (digital CPU cores) to the customer's cloud tenant for periods of 24 hours, when overloads are detected. The v-cores are instantly removed all through idle periods, in response to Ulag.

Watch your (natural) language 

moving on to aspects of the core product, Microsoft is announcing the preview of "wise narratives," an augmented analytics function it demoed in may additionally at its Microsoft enterprise purposes Summit (MBAS) conference. wise narratives provides simple-English summarizations of the facts in a record, either on a per-visualization or web page-wide groundwork. The narratives automatically replace when records is filtered or drilled down upon, and the narratives are editable, each when it comes to formatting and for insertion of arbitrary or calculation-driven textual content.

power-bi-feature-starburst.png

vigor BI's characteristic concentration areas

credit score: Microsoft

whereas Microsoft is taking part in seize-up right here with other BI products that already offered narrative summarizations, it has labored difficult to combine its personal implementation utterly into the power BI paradigm. The function is surfaced through a drag-and-drop visible this is contextually updated when the underlying data alterations via a filter, a slicer or the pass-filtering that takes location when an information factor in a different visual is chosen. This makes the gaining knowledge of curve negligible for current vigor BI users. and combining smart narratives with "mp;A" herbal language question capabilities will make energy BI a now strong contender in the augmented analytics enviornment.

groups work

a further most important area of enhancement to vigor BI's usability comes in the form of a dedicated power BI add-in application for Microsoft's teams collaboration platform, launched as a preview. The teams integration includes the capability to browse reports, dashboards and workspaces  and at once embed hyperlinks to them in groups channel chats. or not it's not almost linking notwithstanding, as groups users can additionally browse energy BI datasets, both through an alphabetical checklist of them or via reviewing a palette of informed ones. In both cases, datasets previously marked as licensed or Promoted could be recognized as such, and groups clients will have the potential view their lineage, generate template-based studies on them, or just analyze their information in Excel.

Excel additionally gets the capacity to browse datasets (and examine them in PivotTables) and to carry dataset tables into spreadsheets the use of Excel's statistics types characteristic. both of these capabilities have been proven at MBAS and because of this made accessible as in preview; the dataset browsing and PivotTable connectivity could be GA later this yr.

energy BI asset sensitivity levels, applied as Microsoft tips insurance policy (MIP) labels, are surfaced in the teams as well. moreover, via a brand new preview characteristic, those labels may also be applied from within power BI computing device, making it unnecessary to apply them to the report and its underlying dataset within the cloud service's consumer interface. And closing month, Microsoft released a feature whereby Excel spreadsheet information with PivotTables linked to energy BI datasets will immediately inherit their MIP labels, too.

visible facts training

Microsoft is bettering its power query know-how to characteristic a visual interface instead of relying on the data grid view that has been its hallmark. very nearly, vigour question gets a brand new Diagram View the place all queries in the model, and every of the transformation steps within them, will seem collectively, in a flowchart-like illustration. This visual presentation shows the dependencies between queries and the sequence of individual transformations inside every. New transforms can also be comfortably introduced within the Diagram View as smartly. 

visual information education is coming quickly. It will be accessible firstly in power BI dataflows simplest (i.e. online), and never in vigor BI computing device. Ulag referred to the skill will come to desktop "in the next calendar year. whereas this new incarnation of vigor question nonetheless uses the equal mashup engine and M language at the back of the visible interface, that interface makes it greater aggressive with self-carrier records prep options from independent carriers like Trifacta and Alteryx.

And greater

other energy BI chocolates being announced at Ignite encompass visible anomaly detection (coming quickly); a new visual that can set off vigor Automate processes in a data-driven vogue (additionally coming quickly); preview of an upgraded vigor BI HoloLens application appropriate with HoloLens 2; a performance accelerator for Azure Synapse Analytics that automatically creates materialized views to speed up conventional queries from power BI; GA of deployment pipelines (together with availability on government clouds) that may circulate energy BI assets between building, verify and production environments; and a preview of an information affect evaluation function that can notify users of datasets that may be plagued by a change to one other dataset upstream.

The previews of smart narratives, the up to date HoloLens app, integration with Excel's information forms feature and records source impact evaluation can be found these days. The preview of the performance accelerator for Azure Synapse Analytics, the GA of Excel PivotTable/energy BI dataset integration and all preview features described right here as "coming quickly" are scheduled to be purchasable later this 12 months. Microsoft says another previews I've mentioned here are scheduled to be obtainable later this month.

here is a major happen of new elements. it will make the effort for them all to be previewed and GA'd, and even longer for the power BI user neighborhood to examine, digest and grasp them. it's first rate stuff even though, and it actually keeps the power Bi ship moving alongside.  


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