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Microsoft DP-200 : Implementing an Azure Data Solution Exam

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Test Number : DP-200
Test Name : Implementing an Azure Data Solution
Vendor Name : Microsoft
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DP-200 test Format | DP-200 Course Contents | DP-200 Course Outline | DP-200 test Syllabus | DP-200 test Objectives


Candidates for this test are Microsoft Azure data engineers who collaborate with business stakeholders to identify and meet the data requirements to implement data solutions that use Azure data services.

Azure data engineers are responsible for data-related implementation tasks that include provisioning data storage services, ingesting streaming and batch data, transforming data, implementing security requirements, implementing data retention policies, identifying performance bottlenecks, and accessing external data sources.

Candidates for this test must be able to implement data solutions that use the following Azure services: Azure Cosmos DB, Azure SQL Database, Azure Synapse Analytics (formerly Azure SQL DW), Azure Data Lake Storage, Azure Data Factory, Azure Stream Analytics, Azure Databricks, and Azure Blob storage.

Objective | Syllabus | outline
Implement Data Storage Solutions (40-45%)
Implement non-relational data stores
=> implement a solution that uses Cosmos DB, Data Lake Storage Gen2, or Blob storage
=> implement data distribution and partitions
=> implement a consistency model in Cosmos DB
=> provision a non-relational data store
=> provide access to data to meet security requirements
=> implement for high availability, disaster recovery, and global distribution
Implement relational data stores
=> configure elastic pools
=> configure geo-replication
=> provide access to data to meet security requirements
=> implement for high availability, disaster recovery, and global distribution
=> implement data distribution and partitions for Azure Synapse Analytics
=> implement PolyBase
Manage data security
=> implement data masking
=> encrypt data at rest and in motion
Manage and Develop Data Processing (25-30%)
Develop batch processing solutions
=> develop batch processing solutions by using Data Factory and Azure Databricks
=> ingest data by using PolyBase
=> implement the integration runtime for Data Factory
=> implement Copy Activity within Azure Data Factory
=> create linked services and datasets
=> create pipelines and activities
=> implement Mapping Data Flows in Azure Data Factory
=> create and schedule triggers
=> implement Azure Databricks clusters, notebooks, jobs, and autoscaling
=> ingest data into Azure Databricks
Develop streaming solutions
=> configure input and output
=> select the appropriate windowing functions
=> implement event processing by using Stream Analytics
Monitor and Optimize Data Solutions (30-35%)
Monitor data storage
=> monitor relational and non-relational data sources
=> implement Blob storage monitoring
=> implement Data Lake Storage monitoring
=> implement SQL Database monitoring
=> implement Azure Synapse Analytics monitoring
=> implement Cosmos DB monitoring
=> configure Azure Monitor alerts
=> implement auditing by using Azure Log Analytics
Monitor data processing
=> monitor Data Factory pipelines
=> monitor Azure Databricks
=> monitor Stream Analytics
=> configure Azure Monitor alerts
=> implement auditing by using Azure Log Analytics
Optimize Azure data solutions
=> troubleshoot data partitioning bottlenecks
=> optimize Data Lake Storage
=> optimize Stream Analytics
=> optimize Azure Synapse Analytics
=> optimize SQL Database
=> manage the data lifecycle



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Microsoft Solution real questions

Microsoft wants to partner, not compete, with operators on 5G | DP-200 Practice Questions and Question Bank

Microsoft, given its dependent place in distributed cloud computing, commercial enterprise relationships, and large developer neighborhood, sees the confluences of 5G, side computing and an operator center of attention on new services for particular vertical industries as a big probability. With its acquisitions prior this yr of Affirmed Networks and Metaswitch, together with organising Azure aspect Zones and Azure inner most area Zones, there become hypothesis Microsoft became positioning itself to grab market share from common network machine suppliers and perhaps even carrier suppliers. however with the fresh launch of Azure for Operators, Microsoft made clear its intention is to make use of partnerships and ecosystem building to aid operators deliver value-introduced 5G features. 

In launching Azure for Operators last month, Microsoft CEO Satya Nadella laid out the three concepts coloring the business’s strategy to working with service providers as they work to build out and monetize 5G. 

“We need to accomplice with you to bring the power of the cloud and aspect to your network,” the usage of Azure’s true-time operating device to continue to aid IoT gadget connectivity and administration whereas extending automation out of the core to the nascent community side,” Nadella pointed out. “second, they want to take an ecosystem-huge method bringing the dimensions of their developer and partner ecosystem to you.” Combining more advantageous cell broadband with extremely reputable, low latency communications and large IoT “will liberate new use instances that raise in cost as they’re incorporated into developer purposes…Third, they need to assist you create extra cost by assisting you in the reduction of charge and enhance profits.” Given the about $1 trillion as a way to go into upgrading networks to 5G, “there's a important deserve to cut back total cost of possession and monetize these investments. they can permit you to bring these current services…as well as cost-brought functions with more advantageous cost efficiency [and]reduce capital investment than ever. These three principles guide their work collectively.” 

The important products here are extensive ranging and encompass cloud-native core community features from Affirmed, Azure synthetic intelligence and computing device researching equipment, the aforementioned Azure side Zones, Azure Sphere which is an IoT safety that covers hardware, cloud and working device, Azure IoT for Operators, Azure cloud-to-area, AI-backed protection, and unified communications and different capabilities that came with the Metaswitch acquisition.

In an interview with RCR instant information, Shawn Hakl, partner for Azure Networking and a veteran of Verizon’s enterprise neighborhood, observed the business views “carriers as natural partners in their vision of fitting the realm’s laptop.” In supplying broad-ranging business services that draw on the whole feature set of 5G—eMBB, URLLC and mMTC—he talked about the connection is fitting much less transactional and extra conversational. “It’s a good deal greater solution-oriented. within the end, the rest that you would be able to do to simplify the experience from cell to cloud, to make it easier, more cozy, extra resilient, is going to be a positive component. I suppose a dialog is a very good method to explain it. no longer, ‘hello, right here’s some know-how.’ they will develop the pie collectively. We’d want to see side and IoT come to life with some of these new applied sciences. They see [operators]as herbal companions to do that collectively…It’s a great deal about listening and researching.” 

To the telco acquisitions, the purpose, Hakl referred to, became to “usher in telco DNA…We’re no longer making an attempt to recreate a vertically-integrated stack. Microsoft is a platform company. They want to flow workloads onto the cloud. They accept as true with strongly that the Ericssons and Nokias will continue to be in the telco ecosystem. This isn’t a provider skip approach.” 

Commenting on analyst Jim Patterson posing the query, “Is Microsoft the brand new Ericsson?” and acknowledging analysis within the monetary times aound a booming tech sector, shrinking telecoms sector, and Microsoft doubtlessly taking a stake in Nokia, Hakl brought up that Microsoft hasn’t pushed into entry networks or licensed spectrum holdings.  Microsoft is also a member of the O-RAN Alliance, an operator-led vendor consortium focused on swapping out proprietary RAN machine for common-goal compute hardware operating virtualized and cloud-native network capabilities. Hakl spoke of the company “philosophically” believes open, interoperable networking is decent but, “We’re in a listening and researching mode. They are looking to learn via participation with their partners. We’re enthusiastic about the place this goes.” 

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