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 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 Data Study Guide

Microsoft says pandemic ‘turbocharged’ digital transformation | DP-200 real Questions and real questions

Open clouds vs the huge three be taught extra

elevate your enterprise statistics technology and approach at transform 2021.

The affect of the pandemic on tech investment has been a tremendous theme over the last year. but a new record commissioned by using Microsoft underscores just how profoundly COVID-19 has accelerated digital transformation plans.

In a analyze from Microsoft and the Economist Intelligence Unit titled “The transformation crucial: Digital drivers within the COVID-19 pandemic,” seventy two% of corporations suggested that their pace of transformation had sped up vastly, because of the pandemic. The look at notes that “in the race to sustain with their digital-first peers, the majority additionally say the pandemic has turbocharged their own digital journeys.”

in accordance with Microsoft CVP Deb Cupp, that high percent suggests digital transformation has moved from being anything main companies have embraced to a must have across all sectors.

“This theory of digital transformation was thought of as a competitive area,” Cupp stated. “Now you want it for business resilience. That grew to be so evident as we proceed to work our approach through the pandemic.”

To get there, 50% of respondents talked about cloud computing has been probably the most vital tool in their transformation journeys. And 57% referred to accelerated efficiency and productiveness had been “dominant components” in their decision to make investments extra in digital tools.

“It’s in reality created an opportunity for customers to believe about how now not simplest do they flow to a greater agile environment in the cloud, but how do they get facts in order that they create improved insights into decisions that they should be making,” Cupp stated. “I think that’s something we learned a great deal about, above all with our retail shoppers and our manufacturing shoppers.”

corporations have additionally develop into extra socially conscious all through the pandemic. in the survey, seventy six% said the pandemic “has positioned fresh accountability on groups to play a beneficial position in wider society.” And 75% noted any digital transformation plans should go beyond company motivations to encompass the affect on society.

“This has helped us all learn the way interconnected the realm is,” Cupp talked about. “The survey tells us that they recognize that they have got this accountability. So it’s now not most effective concerning the work that they’re doing for their personal corporation, however this wider societal influence, which I feel was fairly effective.”

employees have also develop into an even bigger precedence. earlier than the pandemic, 24.three% of corporations considered employee engagement a priority. That jumped to 35.6% last yr. As part of that, working towards and training have also become extra pressing.

“i used to be shocked at how promptly and how a great deal it popped,” Cupp observed. “if in case you have seventy two% of the respondents saying that COVID has basically been accelerating their tempo of transformation, then elevating that worker engagement is not only a pleasant-to-have. It actually is a vital precedence.”

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