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Microsoft DP-200 : Implementing an Azure Data Solution Exam

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


Candidates for this exam 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 exam 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 Azure answers

Microsoft makes big 5G play as AT&T strikes core to Azure cloud | DP-200 study guide and Free PDF

In an enormous flow, AT&T is moving its existing 5G cellular core network to Microsoft Azure’s hybrid cloud. And the hyperscaler is scooping up highbrow property and engineering knowledge to bolster its telco providing — Azure for Operators. monetary phrases of the deal have been not disclosed.

Microsoft is very nearly taking up AT&T’s cloud network deployment, responsible for operations as it exists nowadays and remodeling it with a combination of hybrid cloud property. Then, Microsoft will include learnings and IP the carrier has constructed into its business Azure offering for operators, in keeping with Shawn Hakl, Microsoft's VP of 5G method, in an interview with FierceWireless.

A key part of the multi-yr deal is that Microsoft is buying AT&T’s network Cloud platform expertise that runs AT&T’s 5G core. The deal additionally includes purchasing AT&T engineering and lifecycle administration utility that runs containerized or virtualized community features. Hakl observed Microsoft is extending presents to a couple of AT&T employees panic with the cloud network implementation and engineering crew to be part of Microsoft as the enterprise brings actual-world creation 5G workloads to Azure for Operators.

Microsoft introduced its providing targeting telco operators in September 2020.

related: Telefonica taps Microsoft as deepest 5G teammate

AT&T become an early pioneer in the community cloud space, and he mentioned the operator’s years of journey and developed-in capabilities round elements like tier-one security and sophisticated operations.

“We felt that become interesting ample that they desired to get it in their product set,” he referred to. a different factor that makes the announcement stand out is that it’s the primary time a Tier One operator is trusting its existing subscriber base to a hyperscaler, in keeping with Hakl, whose experience additionally includes SVP roles at Verizon.

“in a similar way, for core networking workloads, it’s no longer for a go-to-market relationship on the edge of the network,” he mentioned, which is a relationship Microsoft also has with AT&T and which has also been seen with the likes of Verizon and AWS. “It’s no longer for IT workloads, it’s for the core community itself and for the present client base.”

The instant business has considered a vogue of partnerships and shifts to cloud-primarily based structures. That comprises plans by means of Dish network to host its 5G core and RAN on Amazon web functions (AWS).

related: Dish makes a splash, picks AWS to host 5G RAN and core — trade Voices: Chua

What makes the Microsoft and AT&T deal different in a different method, is for one, it begins inside weeks, Hakl stated. It’s additionally the sheer measurement and scale of the subscriber base, he stated, as an established nationwide operator with lots of of hundreds of thousands of purchasers.  

AT&T is entrusting its core to a cloud participant, within a brownfield environment that additionally already comprises distinctive companies. in response to Hakl, the deal additionally extends as AT&T shifts to a standalone (SA) core 5G community.

linked: AT&T, Verizon hedge on 5G core timelines

“We’re not constructing anything up from scratch where everything gets to be pristine from day one,” Hakl talked about. “We’re really making use of this to their latest subscriber base, we’re also applying it to their existing ecosystem.” 

As new capabilities are built in the cloud atmosphere, extra suppliers can be delivered. Microsoft is assuming accountability for utility development and deployment of AT&T’s network cloud immediately, but it surely will take the time to thoroughly convey the carrier’s existing network cloud to Azure.

That effort will also be multi-supplier and embrace accessories from different community equipment suppliers as well.

“both sides are committed to a multi-seller ecosystem versus type of a vertical stove-pipe,” Hakl stated.

AT&T, meanwhile, mentioned that through the use of Microsoft’s hybrid and hyperscale infrastructure it expects to assist reduce engineering and building expenses, with delivered flexibility from the cloud, AI and edge to launch new functions greater immediately.

Deal helps Microsoft toughen Azure for Operators 

For Microsoft, the deal is massive – it positive aspects a key Tier one tenant, together with IP and engineering awareness, to show what it might probably do applying its telco platform to an latest brownfield community deployment.

And Hakl sees the combination of both as key for Microsoft.

“It offers you that super vital anchor tenant, that first one in, when it comes to who's inclined to commit absolutely to their core network relocating over,” he pointed out. And “it gives a right away line of sight for the different operators who are on the grounds that making this change entry to the intellectual property.”

So it’s now not that the AT&T cloud move will simply show off learnings, however there is a commitment that Microsoft will convey one of the most IP on board, explicitly obtainable in the product, and that other operators can improvement from that.

In taking on AT&T’s in-condo virtualization platform (which it’s been working on for a number of years) Microsoft will combine points with its own know-how. Hakl pointed to capabilities round edge compute, DevOps, and telecom property introduced in when the cloud large obtained Affirmed Networks and Metaswitch remaining year.

“that each one comes together in an Azure for Operators offering that they will then turn into…a provider-grade platform” provided to other operators.

related: Microsoft draws a bead on telcos with Azure for Operators

He mentioned that operators have entertaining necessities when it comes to scale, protection and observability. And for Microsoft, Hakl observed it views the deal with AT&T and potential to without delay contain lessons discovered as de-risking the cloud player’s general operator 5G method, “bringing proven solutions into fixing some of these challenges they had been seeing exactly because of these components.”

“Now, it simply becomes an argument of execution,” he mentioned. “we can continue to maintain the cost of what we’ve taken over as well as relocating that ahead into the utterly cloud world, which it’s going to be enjoyable.”


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