{"id":5460,"date":"2020-06-03T10:22:35","date_gmt":"2020-06-03T10:22:35","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=5460"},"modified":"2021-05-27T17:18:44","modified_gmt":"2021-05-27T17:18:44","slug":"exam-dp-200-implementing-an-azure-data-solution","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/exam-dp-200-implementing-an-azure-data-solution\/","title":{"rendered":"Exam DP-200: Implementing an Azure Data Solution"},"content":{"rendered":"\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/microsoft-azure-exam-dp-200-questions\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"400\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/Exam-DP-200_-Implementing-an-Azure-Data-Solution.png\" alt=\" Implementing an Azure Data Solution (DP-200)\" class=\"wp-image-9457\"\/><\/a><\/figure><\/div>\n\n\n\n<p>Implementing an Azure Data Solution (DP-200) exam is a new Azure Data exam. The DP-200 and DP-201 exams are necessary for obtaining the credential as Microsoft Certified Azure Data Engineer Associate. Candidates for this exam must be capable to achieve data solutions that practice the Azure services such as Azure SQL Database, Azure Cosmos DB, Azure Stream Analytics, Azure Data Factory, Azure Databricks, Azure Data Lake Storage, and Azure Blob storage, etc. The candidate has to take both the exam i.e. Implementing an Azure Data Solution and Designing an Azure Data Solution exams to become the Microsoft Certified: Azure Data Engineer Associate.&nbsp;<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong><em>Microsoft DP-200 exam is getting retired on June 30, 2021. A new replacement exam&nbsp;<strong><strong><a href=\"https:\/\/www.testpreptraining.ai\/data-engineering-on-microsoft-azure-dp-203-practice-exam\" target=\"_blank\" rel=\"noreferrer noopener\">Data Engineering on Microsoft Azure Beta (DP-203)<\/a><\/strong><\/strong>&nbsp;is available.<\/em><\/strong><\/h5>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/4zChaAyr8zeLH--jBeUaNbKIVuBO1XJFQg4nvCoM1D00vsDObXAouhzsZLrmAgM1to9dGBdaKkTVFiOtgYuwHtGBM5l67OeCJNIpXLx9aAR2ZcHjV_XKY2b7AUpEY22zekxM-Nax\" alt=\" Implementing an Azure Data Solution (DP-200)\"\/><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Who should take this exam?<\/strong><\/h4>\n\n\n\n<p>Candidates for Implementing an Azure Data Solution (DP-200) exam are for those who want to become Microsoft Azure data engineers who collude with business stakeholders to understand and match the data obligations to complete data solutions that practise Azure data services.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Requirements for the DP-200 Exam<\/strong><\/h4>\n\n\n\n<p>Necessities for DP-200 certification serve as important factors in the DP-200 exam while preparing:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>The candidates seeking for DP-200 exam should hold at least 1 year of background experience as business intelligence professionals, data professionals, or data architects.<\/li><li>Candidates should also present capacities and skills for presenting content from data platform technologies on Azure.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"How to prepare for Exam DP 200 Implementing an Azure Data Solution ?\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/FEGDYyJrCzI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Learning Objectives&nbsp;<\/strong><\/h4>\n\n\n\n<p>Microsoft provides a learning path for Implementing an Azure Data Solution (DP-200) which is specifically designed for the candidates who are seeking to build a career in Azure Data Solution. The candidate can find the course outline for  exam on the official page of Microsoft. The skils outline provides detailed objectives.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Implement data storage solutions (40-45%)<\/li><li>Manage and develop data processing (25-30%)<\/li><li>Monitor and optimize data solutions (30-35%)<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Learning Path&nbsp;<\/strong><\/h4>\n\n\n\n<p>The Implementing an Azure Data Solution (DP-200) exam tests the candidate\u2019s knowledge of three major subject subjects which is implementing data storage solutions, managing and developing data processing, and monitoring and optimizing data solutions. So, this exam is all about implementation and configuration, so you need to know, understand and learn how to configure data services in the Azure portal. It includes tasks that you have to perform in a live lab. Here is the learning path for exam.&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/0cUaaNUxA-qyDDPQz5OKlxlxNSMJie7rzgMA_4OrH5l_xQfDJXLcdwYdnsqnyeLAw-NSi-QbioGr9f17An8vKhvxhuK6ziTxbtL7C2yMxK16c0Xe_3H19J5s8LcVIS-7HVaKvzj9\" alt=\" Implementing an Azure Data Solution (DP-200)\" width=\"650\" height=\"258\"\/><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Exam Format&nbsp;<\/strong><\/h4>\n\n\n\n<p>Discussing the format of Implementing an Azure Data Solution (DP-200) exam is the most important step. The exam includes 40-60 number of questions. The questions will appear in the form of multiple-choice. The candidate will get 180 minutes to complete the exam, in total, they get 210 minutes. The exam is available in various languages such as English, Japanese, Chinese (Simplified), Korean. The candidate has to pay $165 USD as the examination fee.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/microsoft-azure-exam-dp-200-questions\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"637\" height=\"248\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/dp-tut.png\" alt=\" Implementing an Azure Data Solution (DP-200)\" class=\"wp-image-5518\"\/><\/a><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Want to prepare for the DP-200 exam interview? Check out <a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/exam-dp-200-implementing-an-azure-data-solution-interview-questions\/\" target=\"_blank\" rel=\"noreferrer noopener\">DP-200 Interview Questions<\/a><\/strong><\/h3>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/exam-dp-200-implementing-an-azure-data-solution-interview-questions\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"400\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2021\/05\/DExam-DP-200-Implementing-an-Azure-Data-Solution-Interview-Questions.png\" alt=\"DP-200 Interview Questions\" class=\"wp-image-41436\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Scheduling the Exam<\/strong><\/h4>\n\n\n\n<p>In order to appear in Implementing an Azure Data Solution (DP-200) exam, the candidate has to schedule the exam and make themselves register with Microsoft. The candidate can schedule their exam with the Pearson VUE. <img loading=\"lazy\" decoding=\"async\" width=\"143\" height=\"39\" src=\"https:\/\/lh6.googleusercontent.com\/hyGZ1jO166mhGVsoqrzDACHeUB0DHc2BBJ3Ew2kIt9G7NBxDdMX7K5W8EuagsameGBWZOy_afA_b34Q7_Yc7gghkJXa2fNKMb2MWFtY-cb5VvV6Uq0bqnqX3ebU3zB3lsklrQ2IS\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Detailed Course Outline&nbsp;<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"381\" height=\"359\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/dp-tyy.png\" alt=\" Implementing an Azure Data Solution (DP-200)\" class=\"wp-image-5517\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Domain 1: Implement Data Storage Solutions (40-45%)<\/strong><\/h4>\n\n\n\n<p><strong>1.1 Implement non-relational data stores<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Implement a solution that uses Cosmos DB, Data Lake Storage Gen2, or Blob storage (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/creating-azure-cosmos-db-account\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/creating-azure-cosmos-db-account\/\" target=\"_blank\" rel=\"noreferrer noopener\">Creating Azure Cosmos DB Account<\/a>, <a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implementing-solution-using-blob-storage\/\" target=\"_blank\" rel=\"noreferrer noopener\">Implementing Solution using Blob Storage<\/a>, <a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implementing-a-solution-using-data-lake-storage-gen2\/\" target=\"_blank\" rel=\"noreferrer noopener\">Implementing a solution using Data Lake Storage Gen2<\/a>)<\/li><li>Implement data distribution and partitions (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/overview-of-data-distribution-with-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Overview of Data Distribution with Azure Cosmos DB<\/a>, <a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/partitioning-and-horizontal-scaling-in-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Partitioning and horizontal scaling in Azure Cosmos DB<\/a>)<\/li><li>Implement a consistency model in Cosmos DB (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/choosing-the-right-consistency-level-in-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Choosing the right Consistency Level in Azure Cosmos DB<\/a>)<\/li><li>Provision a non-relational datastore (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cosmos-db\/create-cosmosdb-resources-portal\" target=\"_blank\" rel=\"noreferrer noopener\">Creating an Azure Cosmos account, database, container and Azure Portal Items<\/a>)<\/li><li>Provide access to data to meet security requirements (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/securing-access-to-data-in-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Securing access to data in Azure Cosmos DB<\/a>)<\/li><li>Implement for high availability, disaster recovery, and global distribution (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cosmos-db\/tutorial-global-distribution-sql-api?tabs=dotnetv2%2Capi-async\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Cosmos DB global distribution<\/a>, <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cosmos-db\/online-backup-and-restore\" target=\"_blank\" rel=\"noreferrer noopener\">Data restoring in Azure Cosmos DB<\/a>)<\/li><\/ul>\n\n\n\n<p><strong>1.2 Implement relational data stores<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Provide access to data to meet security requirements (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/docs.microsoft.com\/bs-latn-ba\/azure\/azure-sql\/database\/secure-database-tutorial\" target=\"_blank\" rel=\"noreferrer noopener\">Securing a database in Azure SQL Database<\/a>)<\/li><li>Implement for high availability, disaster recovery, and global distribution (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/azure-sql\/database\/geo-distributed-application-configure-tutorial?tabs=azure-powershell\" target=\"_blank\" rel=\"noreferrer noopener\">Geo-distributed database (Azure SQL Database<\/a>)<\/li><li>Implement data distribution and partitions for Azure Synapse Analytics (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/synapse-analytics\/sql-data-warehouse\/sql-data-warehouse-tables-partition\" target=\"_blank\" rel=\"noreferrer noopener\">Partition of tables in Synapse SQL pool<\/a>, <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/synapse-analytics\/sql-data-warehouse\/sql-data-warehouse-tables-distribute\" target=\"_blank\" rel=\"noreferrer noopener\">Designing distributed tables in Synapse SQL pool<\/a>)<\/li><li>Implement PolyBase (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/synapse-analytics\/sql-data-warehouse\/load-data-wideworldimportersdw\" target=\"_blank\" rel=\"noreferrer noopener\">Loading data to Azure Synapse Analytics SQL pool<\/a>)<\/li><\/ul>\n\n\n\n<p><strong>1.3 Manage data security<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Implement data masking (<strong>Microsoft Documentation: <\/strong><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/azure-sql\/database\/dynamic-data-masking-configure-portal\" target=\"_blank\" rel=\"noreferrer noopener\">SQL Database dynamic data masking<\/a>)<\/li><li>Encrypt data at rest and in motion (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/synapse-analytics\/sql-data-warehouse\/sql-data-warehouse-encryption-tde\" target=\"_blank\" rel=\"noreferrer noopener\">Transparent Data Encryption in Azure Synapse Analytics<\/a>) <\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Domain 2: Manage and Develop Data Processing (25-30%)<\/strong><\/h4>\n\n\n\n<p><strong>2.1 Develop batch processing solutions<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Develop batch processing solutions by using Data Factory and Azure Databricks<\/li><li>Ingest data by using PolyBase<\/li><li>Implement the integration runtime for Data Factory (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-factory\/create-azure-integration-runtime\" target=\"_blank\" rel=\"noreferrer noopener\">Creating and configuring Azure Integration Runtime<\/a>)<\/li><li>Create linked services and datasets (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-factory\/quickstart-create-data-factory-powershell#create-datasets\" target=\"_blank\" rel=\"noreferrer noopener\">Creating datasets<\/a>, <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-factory\/quickstart-create-data-factory-powershell#create-a-linked-service\" target=\"_blank\" rel=\"noreferrer noopener\">Creating Linked Service<\/a>) <\/li><li>Create pipelines and activities (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-factory\/quickstart-create-data-factory-powershell#create-a-pipeline\" target=\"_blank\" rel=\"noreferrer noopener\">Creating Pipelines<\/a>, <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-factory\/concepts-pipelines-activities#next-steps\" target=\"_blank\" rel=\"noreferrer noopener\">Pipelines, and Activities in Azure Data Factory<\/a>)<\/li><li>Create and schedule triggers <\/li><li>Implement Azure Databricks clusters, notebooks, jobs, and autoscaling (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/databricks\/clusters\/configure#autoscaling\" target=\"_blank\" rel=\"noreferrer noopener\">Cluster Size and Autoscaling<\/a>)<\/li><li>Ingest data into Azure Databricks (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/databricks\/scenarios\/databricks-extract-load-sql-data-warehouse\" target=\"_blank\" rel=\"noreferrer noopener\">Extracting, transforming, and loading data using Azure Databricks<\/a>)<\/li><\/ul>\n\n\n\n<p><strong>2.2 Develop streaming solutions<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Configure input and output (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/stream-analytics\/stream-analytics-define-inputs\" target=\"_blank\" rel=\"noreferrer noopener\">Stream data as input into Stream Analytics<\/a>, <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/stream-analytics\/stream-analytics-documentdb-output\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Stream Analytics output to Azure Cosmos DB<\/a>)<\/li><li>Select the appropriate windowing functions (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/stream-analytics\/stream-analytics-window-functions\" target=\"_blank\" rel=\"noreferrer noopener\">Stream Analytics windowing functions<\/a>)<\/li><li>Implement event processing by using Stream Analytics<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Domain 3: Monitor and Optimize Data Solutions (30-35%)<\/strong><\/h4>\n\n\n\n<p><strong>3.1 Monitor data storage<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Monitor relational and non-relational data sources<\/li><li>Implement Blob storage monitoring (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/storage\/common\/storage-monitor-storage-account\" target=\"_blank\" rel=\"noreferrer noopener\">Monitoring a storage account<\/a>)<\/li><li>Implement Data Lake Storage monitoring (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-lake-store\/data-lake-store-diagnostic-logs\" target=\"_blank\" rel=\"noreferrer noopener\">Accessing diagnostic logs for Azure Data Lake Storage Gen1<\/a>)<\/li><li>Implement Azure Synapse Analytics monitoring (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/synapse-analytics\/sql-data-warehouse\/sql-data-warehouse-monitor-workload-portal\" target=\"_blank\" rel=\"noreferrer noopener\">Monitoring workload<\/a>)<\/li><li>Implement Cosmos DB monitoring (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cosmos-db\/monitor-cosmos-db\" target=\"_blank\" rel=\"noreferrer noopener\">Monitoring Azure Cosmos DB<\/a>)<\/li><li>Configure Azure Monitor alerts (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/azure-monitor\/platform\/alerts-metric\" target=\"_blank\" rel=\"noreferrer noopener\">Creating, viewing, and managing metric alerts using Azure Monitor<\/a>)<\/li><li>Implement auditing by using Azure Log Analytics (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/azure-sql\/database\/auditing-overview\" target=\"_blank\" rel=\"noreferrer noopener\">Auditing for Azure SQL Database and Azure Synapse Analytics<\/a>)<\/li><\/ul>\n\n\n\n<p><strong>3.2 Monitor data processing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Monitor Data Factory pipelines (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-factory\/monitor-using-azure-monitor\" target=\"_blank\" rel=\"noreferrer noopener\">Monitoring and Alerting Data Factory with Azure Monitor<\/a>)<\/li><li>Monitor Azure Databricks <\/li><li>Monitor Stream Analytics (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/stream-analytics\/stream-analytics-monitor-and-manage-jobs-use-powershell\" target=\"_blank\" rel=\"noreferrer noopener\">Monitor and manage Stream Analytics using Azure PowerShell cmdlets<\/a>)<\/li><li>Configure Azure Monitor alerts (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/azure-sql\/database\/alerts-insights-configure-portal\" target=\"_blank\" rel=\"noreferrer noopener\">Creating alerts for Azure SQL Database and Azure Synapse Analytics<\/a>)<\/li><li>Implement auditing by using Azure Log Analytics (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/azure-sql\/database\/auditing-overview\" target=\"_blank\" rel=\"noreferrer noopener\">Auditing for Azure SQL Database and Azure Synapse Analytics<\/a>)<\/li><\/ul>\n\n\n\n<p><strong>3.3 Optimize Azure data solutions&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Troubleshoot data partitioning bottlenecks (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/architecture\/best-practices\/data-partitioning-strategies\" target=\"_blank\" rel=\"noreferrer noopener\">Strategies for Data partitioning<\/a>)<\/li><li>Optimize Data Lake Storage (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/storage\/blobs\/data-lake-storage-performance-tuning-guidance\" target=\"_blank\" rel=\"noreferrer noopener\">Optimizing Azure Data Lake Storage Gen2<\/a>)<\/li><li>Optimize Stream Analytics (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/stream-analytics\/stream-analytics-parallelization\" target=\"_blank\" rel=\"noreferrer noopener\">Leveraging query parallelization in Azure Stream Analytics<\/a>)<\/li><li>Optimize Azure Synapse Analytics (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/synapse-analytics\/sql-data-warehouse\/sql-data-warehouse-best-practices\" target=\"_blank\" rel=\"noreferrer noopener\">Best practices for Synapse SQL pool in Azure Synapse Analytics<\/a>)<\/li><li>Manage the data lifecycle (<strong>Microsoft Documentation:<\/strong> <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/storage\/blobs\/storage-lifecycle-management-concepts?tabs=azure-portal\" target=\"_blank\" rel=\"noreferrer noopener\">Manage the Azure Blob storage lifecycle<\/a>)<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Exam Policies&nbsp;<\/strong><\/h4>\n\n\n\n<p>While preparing for Implementing an Azure Data Solution (DP-200) exam, the candidate should visit the Microsoft official site and refer to the <a rel=\"noreferrer noopener\" href=\"https:\/\/docs.microsoft.com\/en-us\/learn\/certifications\/certification-exam-policies\" target=\"_blank\">Microsoft exam policies<\/a> and try to understand them.&nbsp;The Microsoft policies provide information regarding basic information such as policies about <a href=\"https:\/\/docs.microsoft.com\/en-us\/learn\/certifications\/certification-exam-policies\" target=\"_blank\" rel=\"noreferrer noopener\">retaking the exam<\/a>, scheduling the exam, candidate appeal process, etc.&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implementing-an-azure-data-solution-dp-200-faq\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/Online-Learning-Tutorial-and-Study-Guide-1.png\" alt=\" Implementing an Azure Data Solution (DP-200)\" class=\"wp-image-5520\" width=\"685\" height=\"364\"\/><\/a><\/figure><\/div>\n\n\n\n<p><strong>FOR MORE QUERIES, VISIT:&nbsp;<a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implementing-an-azure-data-solution-dp-200-faq\/\" target=\"_blank\" rel=\"noreferrer noopener\">Implementing an Azure Data Solution (DP-200) FAQs<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Implementing an Azure Data Solution Preparation Resources&nbsp;<\/strong><\/h3>\n\n\n\n<p>Here is a step-by-step preparation guide for successfully passing the Implementing an Azure Data Solution (DP-200) exam.&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/www.testpreptraining.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/dp-2njf.png\" alt=\" Implementing an Azure Data Solution (DP-200)\" class=\"wp-image-5632\" width=\"524\" height=\"737\" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/dp-2njf.png 420w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/dp-2njf-285x400.png 285w\" sizes=\"auto, (max-width: 524px) 100vw, 524px\" \/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>STEP 1: Microsoft Learning Platform<\/strong><\/h4>\n\n\n\n<p>Microsoft itself offers various learning paths, the candidate should visit the official website of Microsoft. For Implementing an Azure Data Solution (DP-200) exam, the candidate will find many learning paths and documentations. Finding the relatable content on the Microsoft website is quite an easy task.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>STEP 2: Microsoft Documentation&nbsp;<\/strong><\/h4>\n\n\n\n<p>Documentations are an important learning resource while preparing for Implementing an Azure Data Solution (DP-200). The candidate will find documentation on every topic relating to the particular exam. This step is very valuable in preparing for Implementing an Azure Data Solution exam.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>STEP 3: Instructor-Led Training<\/strong><\/h4>\n\n\n\n<p>The training programs that the Micorosft provide itself is available on their website. The instructor-led training is an essential resource in order to prepare for the exam like Implementing an Azure Data Solution (DP-200). The candidate can find the instructor-led training on the page of the particular exam on the Microsoft website. There are various training courses available prior to one exam.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>STEP 4: Join a Study Group&nbsp;<\/strong><\/h4>\n\n\n\n<p>For passing the exam like Implementing an Azure Data Solution (DP-200), the candidate needs to get and share knowledge. So, we are suggesting you join some study where you can discuss the concepts with the people who have the same goal. This will lead the candidate throughout their preparation.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>STEP 5: Practice Test<\/strong><\/h4>\n\n\n\n<p>The most important step is to try your hands on the practice test. Practice tests are the one which ensures the candidate about their preparation. There are many practice tests are available on the internet nowadays, the candidate can choose whichever they want. The practice test is very beneficial in preparing the exam like DP-200. <\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.testpreptraining.ai\/implementing-an-azure-data-solution-dp-200-free-practice-test\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Implementing an Azure Data Solution (DP-200) FREE PRACTICE TEST<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Microsoft Implementing an Azure Data Solution (DP-200) Online Tutorial<\/strong><\/h3>\n\n\n\n<p>Testprep Training provides Online Tutorials to assist you during the preparation for Exam DP-200: Microsoft Implementing an Azure Data Solution. These online tutorials are built to help you acquire the required knowledge of the domain areas and structure the learning path to support your preparation. The online tutorial covers the learning objectives including \u2013<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Implement data storage solutions<\/li><li>Manage and develop data processing<\/li><li>Monitor and optimize data solutions<\/li><\/ul>\n\n\n\n<p>However, for the DP-200 exam, the candidates should be able to implement data solutions using Azure services such as Azure Cosmos DB, Azure SQL Database, Azure Synapse Analytics, Azure Data Lake Storage, Azure Data Factory, Azure Stream Analytics, etc. So, let\u2019s get into the details for achieving the required skills and knowledge.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"400\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/08\/dp-200-online-tutorial.png\" alt=\"DP-200 online tutorial\" class=\"wp-image-18420\"\/><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Topic 1: Implement Data Storage Solutions<\/strong><\/h4>\n\n\n\n<p><em>1.1 Implement non-relational data stores<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/creating-azure-cosmos-db-account\/\" target=\"_blank\" rel=\"noreferrer noopener\">Creating Azure Cosmos DB Account<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implementing-solution-using-blob-storage\/\" target=\"_blank\" rel=\"noreferrer noopener\">Implementing Solution using Blob Storage<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implementing-a-solution-using-data-lake-storage-gen2\/\" target=\"_blank\" rel=\"noreferrer noopener\">Implementing a solution using Data Lake Storage Gen2<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/overview-of-data-distribution-with-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Overview of Data Distribution with Azure Cosmos DB<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/partitioning-and-horizontal-scaling-in-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Partitioning and horizontal scaling in Azure Cosmos DB<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/choosing-the-right-consistency-level-in-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Choosing the right Consistency Level in Azure Cosmos DB<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/create-an-azure-cosmos-account\/\" target=\"_blank\" rel=\"noreferrer noopener\">Create an Azure Cosmos account<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/securing-access-to-data-in-azure-cosmos-db\/\" target=\"_blank\" rel=\"noreferrer noopener\">Securing access to data in Azure Cosmos DB<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implement-for-high-availability-disaster-recovery-and-global-distribution\/\" target=\"_blank\" rel=\"noreferrer noopener\">implement for high availability, disaster recovery, and global distribution<\/a><\/li><\/ul>\n\n\n\n<p><em>1.2 Implement relational data stores<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/secure-a-database-in-azure-sql-database\/\" target=\"_blank\" rel=\"noreferrer noopener\">Secure a database in Azure SQL Database<\/a><\/li><li>implement for high availability, disaster recovery, and global distribution<\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implement-data-distribution-and-partitions-for-azure-synapse-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">implement data distribution and partitions for Azure Synapse Analytics<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implement-polybase\/\" target=\"_blank\" rel=\"noreferrer noopener\">implement PolyBase<\/a><\/li><\/ul>\n\n\n\n<p><em>1.3 Manage data security<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implement-data-masking\/\" target=\"_blank\" rel=\"noreferrer noopener\">implement data masking<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/encrypt-data-at-rest-and-in-motion\/\" target=\"_blank\" rel=\"noreferrer noopener\">encrypt data at rest and in motion<\/a><\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.testpreptraining.ai\/implementing-an-azure-data-solution-dp-200-free-practice-test\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"961\" height=\"150\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/08\/dp-200-pracice-tests.png\" alt=\"Dp-200 practice tests\" class=\"wp-image-18422\" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/08\/dp-200-pracice-tests.png 961w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/08\/dp-200-pracice-tests-750x117.png 750w\" sizes=\"auto, (max-width: 961px) 100vw, 961px\" \/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Topic 2: Manage and Develop Data Processing<\/strong><\/h4>\n\n\n\n<p><em>2.1 Develop batch processing solutions<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>develop batch processing solutions by using Data Factory and Azure Databricks<\/li><li>ingest data by using PolyBase<\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/create-and-configure-azure-integration-runtime\/\" target=\"_blank\" rel=\"noreferrer noopener\">Create and configure Azure Integration Runtime<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/create-linked-services-and-datasets\/\" target=\"_blank\" rel=\"noreferrer noopener\">Create linked services and datasets<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/create-pipelines-and-activities\/\" target=\"_blank\" rel=\"noreferrer noopener\">Create pipelines and activities<\/a><\/li><li>create and schedule triggers<\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/cluster-size-and-autoscaling\/\" target=\"_blank\" rel=\"noreferrer noopener\">Cluster size and Autoscaling<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/extract-transform-and-load-data-by-using-azure-databricks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Extract, transform, and load data by using Azure Databricks<\/a><\/li><\/ul>\n\n\n\n<p><em>2.2 Develop streaming solutions<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/configure-input-and-output\/\" target=\"_blank\" rel=\"noreferrer noopener\">configure input and output<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/select-the-appropriate-windowing-functions\/\" target=\"_blank\" rel=\"noreferrer noopener\">select the appropriate windowing functions<\/a><\/li><li>implement event processing by using Stream Analytics<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Topic 3: Monitor and Optimize Data Solutions <\/strong><\/h4>\n\n\n\n<p><em>3.1 Monitor data storage<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>monitor relational and non-relational data sources<\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/monitor-a-storage-account-in-the-azure-portal\/\" target=\"_blank\" rel=\"noreferrer noopener\">Monitor a storage account in the Azure portal<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implement-data-lake-storage-monitoring\/\" target=\"_blank\" rel=\"noreferrer noopener\">implement Data Lake Storage monitoring<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/monitor-workload-azure-portal\/\" target=\"_blank\" rel=\"noreferrer noopener\">Monitor workload \u2013 Azure portal<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/implement-cosmos-db-monitoring\/\" target=\"_blank\" rel=\"noreferrer noopener\">implement Cosmos DB monitoring<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/create-view-and-manage-metric-alerts-using-azure-monitor-2\/\" target=\"_blank\" rel=\"noreferrer noopener\">Create, view, and manage metric alerts using Azure Monitor<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/auditing-for-azure-sql-database-and-azure-synapse-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Auditing for Azure SQL Database and Azure Synapse Analytics<\/a><\/li><\/ul>\n\n\n\n<p><em>3.2 Monitor data processing<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/monitor-and-alert-data-factory-by-using-azure-monitor\/\" target=\"_blank\" rel=\"noreferrer noopener\">Monitor and Alert Data Factory by using Azure Monitor<\/a><\/li><li>monitor Azure Databricks<\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/monitor-stream-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Monitor Stream Analytics<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/configure-azure-monitor-alerts\/\" target=\"_blank\" rel=\"noreferrer noopener\">Configure Azure Monitor alerts<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/auditing-for-azure-sql-database-and-azure-synapse-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Implement auditing by using Azure Log Analytics<\/a><\/li><\/ul>\n\n\n\n<p><em>3.3 Optimize of Azure data solutions<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/data-partitioning-strategies\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data partitioning strategies<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/optimize-azure-data-lake-storage-gen2-for-performance\/\" target=\"_blank\" rel=\"noreferrer noopener\">Optimize Azure Data Lake Storage Gen2 for performance<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/query-parallelization-in-azure-stream-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Query parallelization in Azure Stream Analytics<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/optimize-azure-synapse-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Optimize Azure Synapse Analytics<\/a><\/li><li><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/optimize-costs-by-automating-azure-blob-storage-access-tiers\/\" target=\"_blank\" rel=\"noreferrer noopener\">Optimize costs by automating Azure Blob Storage access tiers<\/a><\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.testpreptraining.ai\/implementing-an-azure-data-solution-dp-200-practice-exam\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"961\" height=\"150\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/08\/dp-200-online-course.png\" alt=\"DP-200 online course\" class=\"wp-image-18421\" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/08\/dp-200-online-course.png 961w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/08\/dp-200-online-course-750x117.png 750w\" sizes=\"auto, (max-width: 961px) 100vw, 961px\" \/><\/a><\/figure><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Implementing an Azure Data Solution (DP-200) exam is a new Azure Data exam. The DP-200 and DP-201 exams are necessary for obtaining the credential as Microsoft Certified Azure Data Engineer Associate. Candidates for this exam must be capable to achieve data solutions that practice the Azure services such as Azure SQL Database, Azure Cosmos DB,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":9457,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[5720,174],"tags":[4,773,772,775,774],"class_list":["post-5460","page","type-page","status-publish","has-post-thumbnail","hentry","category-database","category-microsoft-azure","tag-m4f","tag-microsoft-dp-200-exam-dumps","tag-microsoft-dp-200-exam-questions","tag-microsoft-dp-200-study-guide","tag-microsoft-dp-200-tutorials"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Exam DP-200: Implementing an Azure Data Solution | Testprep Training<\/title>\n<meta name=\"description\" content=\"Practise and prepare for Implementing an Azure Data 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