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Microsoft DP-201 : Designing an Azure Data Solution Exam

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Test Number : DP-201
Test Name : Designing an Azure Data Solution
Vendor Name : Microsoft
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DP-201 test Format | DP-201 Course Contents | DP-201 Course Outline | DP-201 test Syllabus | DP-201 test Objectives


Candidates for this test are Microsoft Azure data engineers who collaborate with business stakeholders to identify and meet the data requirements to design data solutions that use Azure data services.
Azure data engineers are responsible for data-related design tasks that include designing Azure data storage solutions that use relational and non-relational data stores, batch and real-time data processing solutions, and data security and compliance solutions.

Candidates for this test must design data solutions that use the following Azure services: Azure Cosmos DB, Azure SQL Database, Azure Synapse Analytics, Azure Data Lake Storage, Azure Data Factory, Azure Stream Analytics, Azure Databricks, and Azure Blob storage.

Candidates for this test are Microsoft Azure data engineers who collaborate with business stakeholders to identify and meet the data requirements to design data solutions that use Azure data services.
Azure data engineers are responsible for data-related design tasks that include designing Azure data storage solutions that use relational and non-relational data stores, batch and real-time data processing solutions, and data security and compliance solutions.
Candidates for this test must design data solutions that use the following Azure services: Azure Cosmos DB, Azure SQL Database, Azure Synapse Analytics, Azure Data Lake Storage, Azure Data Factory, Azure Stream Analytics, Azure Databricks, and Azure Blob storage.

Design Azure Data Storage Solutions (40-45%)
Recommend an Azure data storage solution based on requirements
=> choose the correct data storage solution to meet the technical and business requirements
=> choose the partition distribution type

Design non-relational cloud data stores
=> design data distribution and partitions
=> design for scale (including multi-region, latency, and throughput)
=> design a solution that uses Cosmos DB, Data Lake Storage Gen2, or Blob storage
=> select the appropriate Cosmos DB API
=> design a disaster recovery strategy
=> design for high availability

Design relational cloud data stores
=> design data distribution and partitions
=> design for scale (including multi-region, latency, and throughput)
=> design a solution that uses SQL Database and Azure Synapse Analytics
=> design a disaster recovery strategy
=> design for high availability

Design Data Processing Solutions (25-30%)
Design batch processing solutions
=> design batch processing solutions that use Data Factory and Azure Databricks
=> identify the optimal data ingestion method for a batch processing solution
=> identify where processing should take place, such as at the source, at the destination, or in transit
=> identify transformation logic to be used in the Mapping Data Flow in Azure Data Factory

Design real-time processing solutions
=> design for real-time processing by using Stream Analytics and Azure Databricks
=> design and provision compute resources

Design for Data Security and Compliance (25-30%)
Design security for source data access
=> plan for secure endpoints (private/public)
=> choose the appropriate authentication mechanism, such as access keys, shared access signatures (SAS), and Azure Active Directory (Azure AD)

Design security for data policies and standards
=> design data encryption for data at rest and in transit
=> design for data auditing and data masking
=> design for data privacy and data classification
=> design a data retention policy
=> plan an archiving strategy
=> plan to purge data based on business requirements



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Microsoft Data PDF Download

The way forward for Procurement (.PDF download) | DP-201 examcollection and Questions and Answers

download this text in PDF structure.

Turning the calendar web page over to a brand new yr—no matter if actually or figuratively—all the time brings out the prognosticators who're wanting to share their opinions on what the subsequent 365 days will deliver for selected industries, organizations and professions. With 2020 now squarely within the rearview reflect, EY has taken a stab at outlining the 10 traits that it sees as vital to the future of procurement.

In “Ten developments shaping the way forward for procurement,” the global consultancy admits that while it doesn’t have a magic crystal ball, it does have access to traits and main-edge initiatives from world wide. based on that intelligence, it has recognized these developments that each one procurement experts may still be aware about in 2021 and beyond (examine the entire list of traits here):

Procurement’s contribution to the average company strategy will pressure aggressive advantage. “leading procurement features will turn into a part of a company’s cost flow and may be greater influential in contributing to the ordinary enterprise approach, boom agenda, and competitive potential,” EY predicts.  Procurement leaders could be expanding their remit from a spotlight on cost leadership to enabling innovation, agility, and supply simple task.”

Procurement should be a extra agile characteristic that partners at once with business gadgets. “Procurement could be a smaller, centralized feature, with greater occurring in a digital core and with people geographically embedded inside company units, meeting the need for multiplied collaboration,” EY features out. It says class managers will additionally become enterprise partners focusing on all procurement and class wants of a company unit, and that specialist knowledge and advantage will be acquired via leveraging the “gig economy” on an as-mandatory basis.

The information captured from the information superhighway of things (IoT) will allow precise-time monitoring and monitoring of results through continual comments loops throughout property. “Asset-intensive industries will conveniently link this records across the business and fasten to suppliers, enabling touchless procurement in the next 24 months,” EY predicts, including that this procedure will eventually create an enhanced data platform to inform choice-making round spend and purchasing patterns, catalog content material, organisation portfolios and contract success.

businesses will use inside and exterior information sources to stronger verify company chance. within the close future, most groups can have a 360-deg. view of suppliers via inside records, facts from suppliers, market records and exterior facts on suppliers’ performance (e.g., efficiency of suppliers with other businesses). “this can now not only deliver historic statistics about organization performance,” EY elements out, “however will also enable groups to accurately and holistically establish service provider possibility profiles and to predict chance pursuits.”

Voice-activated and bot-paying for experiences can be the norm. “patrons of the longer term may be supported by way of seamless and intuitive paying for experiences, in spite of underlying know-how techniques already in region,” EY states. as an example, feel voice-activated paying for experiences for goods and capabilities, supported by herbal-language search and virtual assistants.

Blockchain could be selectively used in procurement. “There should be some hesitation on imposing private blockchain networks as a result of the charges of development and deployment,” EY predicts, adding that blockchain use will absolutely be restricted to scenarios (i.e., where there is regulatory track-and-trace requirement, excessive stages of counterfeiting or a clear business case for operational integrity).

EY says that these are just “one of the most waves in a sea change” so as to support shape a greater built-in and price-add procurement feature in 2021 and past. “It’s clear that procurement leaders of the longer term need to adapt to make experience of the brand new capabilities and applied sciences which are coming quickly,” it concludes. “With the long run just across the nook, now could be the time for an organization to outline a clear procurement approach and roadmap to embody, and use disruptive applied sciences as an alternative of being consumed by using them.”


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