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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 Implementing study tips

desirable 5 things to understand concerning the hybrid office | DP-200 test dumps and real questions

Microsoft's Work style Index record looked at the classes discovered from working remotely in 2020. Tom Merritt lists 5 things be sure to recognize concerning the hybrid place of work.

Microsoft released its Work fashion Index document which studied 30,000 americans across 31 nations along with facts from Microsoft 365 and LinkedIn. certainly, Microsoft looked at what they all discovered from the extremely good far off work experiment of 2020 and how with a purpose to observe as they begin the tremendous hybrid work scan. Hybrid work comprises being in the office now and again and working remotely at different times, as well as having some folks working absolutely far off and others wholly within the workplace. remember to truly read the whole look at, however here are five issues to know in regards to the hybrid office.

  • be careful for worker disconnects. Forty-six % of workers surveyed observed their organization doesn't assist with far off work costs, and 37% say their business is asking too a good deal of them at this time. in case you feel satisfied and thriving, you are probably a millennial or Gen X male. if you suppose you might be simply surviving or struggling you might be doubtless Gen Z, a woman or a frontline worker.
  • Your youngest laborers need greater aid making significant connections. Gen Z became discovered to struggle the most with accomplishing meetings and calls in the past yr. Pay a little extra attention in helping your 18-25-year-historical personnel be heard.
  • you are going to should widen the community. This time, I suggest the personal community, no longer the bandwidth. while immediate teams grew closer when working faraway, they grew to be extra siloed from different teams in the same office and that reduced innovation. When lockdowns eased in areas like New Zealand and South Korea, even hybrid places of work noticed these siloes beginning to fall.
  • don't lose the authenticity. Seeing americans's domestic places of work, kitchens, little ones and pets in reality helped enrich productiveness. Microsoft said 30% of americans say they may be more more likely to be their precise self at work in the future and 31% feel less embarrassed if their domestic life indicates up of their work by some means. americans who felt nearer to their coworkers pronounced bigger productiveness.
  • you've got a wider pool of ability. You may now not are looking to preclude that. The swap to remote work has spread out jobs to new applicants. An evaluation of the LinkedIn economic Graph shows ladies, Gen Z and people with no graduate degree because the organizations certainly to observe for remote jobs.
  • There are a lot more insights within the Microsoft document, but as they face an additional changing place of work condition, this kind of information can confidently help you meet the brand new challenges.

    Subscribe to TechRepublic appropriate 5 on YouTube for all the latest tech suggestions for business execs from Tom Merritt.

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