{"id":84657,"date":"2022-09-12T04:42:49","date_gmt":"2022-09-12T10:12:49","guid":{"rendered":"https:\/\/www.whizlabs.com\/blog\/?p=84657"},"modified":"2024-04-30T15:49:13","modified_gmt":"2024-04-30T10:19:13","slug":"dp-203-certification-exam-preparation","status":"publish","type":"post","link":"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/","title":{"rendered":"Preparation Guide on Microsoft Azure Data Engineer DP-203 Certification"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Are you an app developer, AI professional or maybe a data engineer looking to validate domain skill in Microsoft Azure? <\/span><span style=\"font-weight: 400;\">Well, you are at the right place, as the Microsoft Certified <a href=\"https:\/\/www.whizlabs.com\/microsoft-azure-certification-dp-203\/\">Azure Data Engineer DP-203 certification <\/a><\/span><span style=\"font-weight: 400;\">helps you achieve all these domain expertise.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This blog will walk you through everything you need to know about the DP-203 certification: why this exam, who should take this certification, the exam overview, detailed syllabus, study materials to refer to and how to prepare for this exam.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So let\u2019s dive in. <\/span><\/p>\n<p><span style=\"font-family: 'Open Sans', arial, sans-serif; font-size: 22px;\">All About Microsoft Certified Data Engineer DP-203 certification exam<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The <\/span><span style=\"font-weight: 400;\">DP-203: Data Engineering on Microsoft Azure Certification<\/span><span style=\"font-weight: 400;\"> is an advanced-level certificate exam by Microsoft Azure. It helps you learn how to develop analytic solutions by integrating, transforming, and consolidating data from various systems into one structure. As an Azure Data Engineer, you will be responsible for:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Guiding enterprises to understand and explore data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Build, maintain, and secure data pipelines<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use Azure services and languages effectively.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Build, enhance, and cleanse datasets to conduct analysis.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensure high-performing, reliable, efficient, and organized data stores and pipelines.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Identify the scope of data issues and reduce data loss.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimize data platforms\u00a0<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_84738\" aria-describedby=\"caption-attachment-84738\" style=\"width: 1437px\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"wp-image-84738 size-full\" title=\"Microsoft Azure Learning Path\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path.webp\" alt=\"Microsoft Azure Learning Path\" width=\"1437\" height=\"756\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path.webp 1437w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path-300x158.webp 300w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path-1024x539.webp 1024w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path-768x404.webp 768w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path-798x420.webp 798w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path-640x337.webp 640w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path-681x358.webp 681w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Microsoft-learning-path-150x79.webp 150w\" sizes=\"(max-width: 1437px) 100vw, 1437px\" \/><figcaption id=\"caption-attachment-84738\" class=\"wp-caption-text\">Image Source: www.microsoft.com<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Apart from this, the DP-203 also measures your ability to perform mission-critical tasks like:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Implement and design data storage<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Develop data processes<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Build and deploy data security.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimize and monitor data storage and processing.<\/span><\/li>\n<\/ul>\n<blockquote><p>Know About: <a href=\"https:\/\/www.whizlabs.com\/blog\/azure-certifications-path\/\" target=\"_blank\" rel=\"noopener\">MICROSOFT AZURE CERTIFICATION PATH<\/a> updated in 2022<\/p><\/blockquote>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ea7e02;color:#ea7e02\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #ea7e02;color:#ea7e02\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#What_are_the_skills_you_will_gain_from_the_DP-203_certification\" >What are the skills you will gain from the DP-203 certification?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Who_should_take_the_DP-203_certification_exam\" >Who should take the DP-203 certification exam?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Why_should_you_take_the_DP-203_certification\" >Why should you take the DP-203 certification?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#DP-203_Certification_Exam_Overview\" >DP-203 Certification Exam Overview<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Prerequisites_of_the_DP-203_Certification_exam\" >Prerequisites of the DP-203 Certification exam<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#DP-203_Certification_Exam_Domains\" >DP-203 Certification Exam Domains<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Study_materials_to_refer_for_DP-203_certification_exam\" >Study materials to refer\u00a0 for DP-203 certification exam<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#How_to_prepare_for_the_DP-203_certification_exam\" >How to prepare for the DP-203 certification exam?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Sample_Questions_on_DP-203_Certification\" >Sample Questions on DP-203 Certification<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Domain_Design_and_implement_data_storage\" >Domain : Design and implement data storage<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Domain_Design_and_implement_data_security\" >Domain : Design and implement data security<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#FAQs\" >FAQs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Whizlabs_Package\" >Whizlab&#8217;s Package<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.whizlabs.com\/blog\/dp-203-certification-exam-preparation\/#Summary\" >Summary<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"What_are_the_skills_you_will_gain_from_the_DP-203_certification\"><\/span><span style=\"font-weight: 400;\">What are the skills you will gain from the DP-203 certification?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The DP-203 certification exam will help you gain a myriad of skills and abilities to validate your subject matter expertise in Azure. For starters, you will get the scope to dive deeper into:\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-84747 size-full\" title=\"Microsoft Azure Data Engineer\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Azure-Data-Engineer.webp\" alt=\"Microsoft Azure Data Engineer\" width=\"336\" height=\"352\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Azure-Data-Engineer.webp 336w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Azure-Data-Engineer-286x300.webp 286w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/Azure-Data-Engineer-150x157.webp 150w\" sizes=\"(max-width: 336px) 100vw, 336px\" \/><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Various data platform solutions\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fundamentals of storage management in Azure<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Building storage accounts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How to choose the correct model for data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How to use data platforms to achieve business needs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Using Azure Synapse Pipeline and Azure Data Factory to design and handle data pipelines in cloud infrastructure.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Using modern architectural patterns and the Azure Synapse Pipeline to build Data Warehouses.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Additionally, the DP-203 certification also imparts skills like:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Development abilities for Azure storage<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Creating Azure compute solutions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Connect third-party and Azure Services<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deploy security measures for Azure<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Monitor and secure Azure solutions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Implement Azure technology and tools that best suit business needs and help scale effortlessly.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Define best practices in data engineering.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Describe the differences between on-prem and cloud solutions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Create and deploy data storage and security<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Who_should_take_the_DP-203_certification_exam\"><\/span><span style=\"font-weight: 400;\">Who should take the DP-203 certification exam?\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">DP-203 Data Engineering on Microsoft Azure can be the perfect milestone if you are:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A business stakeholder who wants to amplify and enhance business outcomes by applying data and app analytics.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">An AI developer who wants to build cognitive apps by gathering sufficient data from the ground.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A developer and data engineer wishing to design and deploy data solutions using Azure services.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Microsoft Azure experts who want to gain data engineering skills and help stakeholders understand and explore data.\u00a0<\/span><\/li>\n<\/ul>\n<div class=\"ast-oembed-container \" style=\"height: 100%;\"><iframe title=\"Azure Services - Most popular services offered by Microsoft Azure | Learn with Whizlabs\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/V7K0A-Snt_c?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Why_should_you_take_the_DP-203_certification\"><\/span><span style=\"font-weight: 400;\">Why should you take the DP-203 certification?\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">With the DP-203 certification exam, you can unlock innumerable career benefits with just one stepping stone. To begin with, the DP-203 exam:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Opens doors to innumerable job opportunities as more and more companies are switching to Azure infrastructure while scaling up.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Helps you delve deeper into the Microsoft ecosystem and broaden your architectural and engineering horizons.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Hatches a yearly salary of as high as $ 100,000 and increases the chances of promotion.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Strengthens your position as a valuable asset of the company since this certification will help you improve business processes and increase operational efficiency.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kickstarts your journey in data engineering while increasing your market value through the Microsoft validation.\u00a0<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"DP-203_Certification_Exam_Overview\"><\/span><span style=\"font-weight: 400;\">DP-203 Certification Exam Overview<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Here\u2019s a quick view of the DP-203: Data Engineering on Microsoft Azure Certification exam format, exam duration, etc:<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-84723 size-full\" title=\"DP-203 exam format\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/dp-203-certification-exam-format.webp\" alt=\"DP-203 exam\" width=\"900\" height=\"400\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/dp-203-certification-exam-format.webp 900w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/dp-203-certification-exam-format-300x133.webp 300w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/dp-203-certification-exam-format-768x341.webp 768w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/dp-203-certification-exam-format-640x284.webp 640w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/dp-203-certification-exam-format-681x303.webp 681w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/dp-203-certification-exam-format-150x67.webp 150w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">In addition to this, the certification has one-year validity. No prior certification is required. However, you should know how to transform, consolidate, and integrate unstructured and structured data from myriad systems into one structure and use it to build relevant analytic solutions.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Prerequisites_of_the_DP-203_Certification_exam\"><\/span><span style=\"font-weight: 400;\">Prerequisites of the DP-203 Certification exam<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">You don\u2019t need any prior hands-on experience or skills to be eligible for the DP-203 certification. Although, Microsoft lists a few subjects and fundamentals that you need to cover before you get on the act:\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-84737 size-full\" title=\"DP-203 certification\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification.webp\" alt=\"DP-203 certification\" width=\"912\" height=\"161\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification.webp 912w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-300x53.webp 300w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-768x136.webp 768w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-640x113.webp 640w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-681x120.webp 681w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-150x26.webp 150w\" sizes=\"(max-width: 912px) 100vw, 912px\" \/><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How to integrate, consolidate, and convert various unstructured and structured data systems into one meaningful structure.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use the data structures to build relevant analytics solutions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Parallel processing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Patterns of data architecture<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">In-depth knowledge of data processing languages. For example, Python, Scala, SQL, etc.\u00a0<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"DP-203_Certification_Exam_Domains\"><\/span><span style=\"font-weight: 400;\">DP-203 Certification Exam Domains<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The DP-203 certification exam covers four domains and carries specific weightage in the exam. Here\u2019s what the breakup looks like:\u00a0<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Domain<\/b><\/td>\n<td><b>Weightage<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Implementing and designing data storage<\/span><\/td>\n<td><span style=\"font-weight: 400;\">40-45%<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Designing and developing data processing\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">25-30%<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Deploying and designing data security<\/span><\/td>\n<td><span style=\"font-weight: 400;\">10-15%<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Optimizing and monitoring data processing and data storage<\/span><\/td>\n<td><span style=\"font-weight: 400;\">10-15%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">Each of these domain has several subtopics that includes:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Implementing and designing data storage<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">&#8211; Designing a data storage structure<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Creating a partition strategy<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Building the serving serving layer<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Implementing physical structures of data storage<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Deploying logical data structures<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Implementing serving layers<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Designing and developing data processing\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">&#8211; Transforming and ingesting data<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Developing and creating solutions for batch processing<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Developing solutions for stream processing<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Handling pipelines and batches<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Deploying and designing data security<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">&#8211; Designing security for data standards and policies<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Deploying data security<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Optimizing and monitoring data processing and data storage<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">&#8211; Monitoring data processing and data storage<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; Troubleshooting and optimizing data processing and data storage<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Study_materials_to_refer_for_DP-203_certification_exam\"><\/span><span style=\"font-weight: 400;\">Study materials to refer\u00a0 for DP-203 certification exam<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Microsoft offers a complete package to give you a head start on your Azure data engineering journey. To begin with, you can explore the Microsoft Learning Paths. These are detailed short courses covering the dp-203 exam domains &amp; dp-203 exam questions in detail. Here are a few of them:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Azure for a data engineer<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Storing data in Azure<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Integrating data with Azure factory or Azure Synapse Analytics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Using Data Warehouses through Azure Synapse Analytics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data engineering through Azure Synapse Apache Spark Pools<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data engineering using Azure Databricks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use Azure Data Lake Storage Gen 2 for large-scale data processing.<\/span><\/li>\n<\/ul>\n<blockquote><p>Try these Free <a href=\"https:\/\/www.whizlabs.com\/blog\/microsoft-azure-dp-203-exam-questions\/\" target=\"_blank\" rel=\"noopener\">DP-203 DATA ENGINEERING ON MICROSOFT AZURE<\/a> Certification Exam Questions<\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">Second, you can go for a paid instructor-led video course. The DP-203T00: Data Engineering on Microsoft Azure is a four-day intermediate-level course that helps you dive deeper into concepts like creating real-time analytical solutions, ingesting data using Azure Data Factory or Azure Synapse pipelines, exploring saved data files in Data Lake, etc. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Additionally, you can watch Microsoft videos on Data Exposed and other Microsoft Learn shows.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Third, for additional and in-depth information on Azure data engineering chapters, you can refer to Microsoft Docs like:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Azure Data Lake storage<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Azure Databricks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Azure stream analytics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.whizlabs.com\/blog\/what-is-azure-monitoring\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Azure Monitor<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Event Hubs<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Fourth, for the final preparation phase, attempt the DP-203 exam questions , Microsoft exam sandbox and DP-203 practice test papers to get the demo experience of the real DP-203 certification exam and test your knowledge.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Fifth, you can sharpen your practical skills for Azure data engineering with GitHub\u2019s hands-on labs exclusively designed for the <a href=\"https:\/\/docs.microsoft.com\/en-us\/certifications\/exams\/dp-203\" target=\"_blank\" rel=\"nofollow noopener\">DP-203 certification<\/a>. Along with this, you can always reach out to your peers or professionals through Microsoft Tech communities:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Microsoft Learn\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Microsoft Q&amp;A<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analytics on Azure<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Azure Synapse Analytics<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"How_to_prepare_for_the_DP-203_certification_exam\"><\/span><span style=\"font-weight: 400;\">How to prepare for the DP-203 certification exam?\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If the resources and syllabus make you nervous or overwhelmed, then this section is for you. Passing Microsoft certifications is no rocket science if you have the right strategy up your sleeves. The cherry on top: you don\u2019t need any prior work experience to be eligible. All you need is to sharpen your Azure fundamentals and keep the concepts at your fingertips.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Don\u2019t jump into the exam domains straightaway. First, go through the Microsoft study guide and understand the exam objective. Then be well versed in the syllabus structure.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chalk out a timetable while preparing the exam domains. Make sure you don\u2019t leave any chapters or subtopics. For better clarity, you can always refer to Microsoft docs, videos, and YouTube short videos and tutorials.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Once you are halfway through the preparation, take a break and analyze your preparation so far. Now match it with the skills and concepts mentioned in the prerequisite list. Gain in-depth knowledge of data processing languages, parallel processing, data architectures, etc.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">For the prerequisite preparations, the best way is to apply your knowledge using hands-on labs and the Azure Sandbox. You can experiment, test, and play around with the Azure infrastructure and get familiar with real-world scenarios.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">When you think you are confident with your preparation, go for DP-203 practice tests and sample papers. Go for DP-203 exam questions self-assessment, relearn the gaps and errors, and then attempt again.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Once you are satisfied with the scores on the practice test, apply for the real exam and add a feather to your cap.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Sample_Questions_on_DP-203_Certification\"><\/span>Sample Questions on DP-203 Certification<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"Domain_Design_and_implement_data_storage\"><\/span>Domain : Design and implement data storage<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong><em>Q2 : You are working on Azure Data Lake Store Gen1. Suddenly, you realize the need to know the schema of the external data. Which of the following plug-in would you use to know the external data schema?<\/em><\/strong><\/p>\n<p><strong>A.\u00a0<\/strong>Ipv4_lookup<br \/>\n<strong>B.\u00a0<\/strong>Mysql_request<br \/>\n<strong>C.\u00a0<\/strong>Pivot<br \/>\n<strong>D.\u00a0<\/strong>Narrow<br \/>\n<strong>E.\u00a0<\/strong>infer_storage_schema<\/p>\n<p><strong>Correct Answer: E<\/strong><\/p>\n<p><strong>Explanation:<\/strong><\/p>\n<p><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-explorer\/kusto\/query\/inferstorageschemaplugin\" target=\"_blank\" rel=\"nofollow noopener\">infer_storage_schema<\/a>\u00a0is the plug-in that helps infer the schema based on the external file contents; when the external data schema is unknown.<\/p>\n<p><strong>Option A is incorrect.<\/strong>\u00a0The ipv4_lookup plugin checks for an IPv4 value in a lookup table and returns the matched rows.<\/p>\n<p><strong>Option B is incorrect<\/strong>. The mysql_request plugin transfers a SQL query to a MySQL Server network endpoint and returns the 1st row set in the result.<\/p>\n<p><strong>Option C is incorrect.<\/strong>\u00a0Pivot plug-in is used to rotate a table by changing the unique values from 1 column in the input table into a number of different columns in the output table and perform aggregations wherever needed on any remaining column values that are desired in the final output.<\/p>\n<p><strong>Option D is incorrect<\/strong>. This plug-in is used to unpivot a wide table into a table with only three columns.<\/p>\n<p><strong>Option E is correct<\/strong>. infer_storage_schema plug-in can be used to infer the schema of external data and return it as a CSL schema string.<\/p>\n<p><strong>References:\u00a0<\/strong>To know more about the external tables and plug-in, please visit the below-given link:<br \/>\n<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-explorer\/kusto\/management\/external-tables-azurestorage-azuredatalake\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/docs.microsoft.com\/en-us\/azure\/data-explorer\/kusto\/management\/external-tables-azurestorage-azuredatalake<\/a><br \/>\n<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/data-explorer\/kusto\/query\/inferstorageschemaplugin\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/docs.microsoft.com\/en-us\/azure\/data-explorer\/kusto\/query\/inferstorageschemaplugin<\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Domain_Design_and_implement_data_security\"><\/span>Domain : Design and implement data security<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong><em>Q3 :\u00a0\u00a0You work in Azure Synapse Analytics dedicated SQL pool that has a table titled Pilots. Now you want to restrict the user access in such a way that users in \u2018IndianAnalyst\u2019 role can see only the pilots from India.\u00a0 Which of the following would you add to the solution?<\/em><\/strong><\/p>\n<p><strong>A.\u00a0<\/strong>Table partitions<br \/>\n<strong>B.\u00a0<\/strong>Encryption<br \/>\n<strong>C.\u00a0<\/strong>Column-Level security<br \/>\n<strong>D.\u00a0<\/strong>Row-level security<br \/>\n<strong>E.\u00a0<\/strong>Data Masking<\/p>\n<p><strong>Correct Answer: D<\/strong><\/p>\n<p><strong>Explanation:<\/strong><\/p>\n<p>Row-level security is applicable on databases to allow fine-grained access to the rows in a database table for restricted control upon who could access which type of data.<\/p>\n<div class=\"td-paragraph-padding-0\">\n<p><strong>Option A is incorrect.<\/strong>\u00a0Table partitions are generally used to group similar data.<\/p>\n<p><strong>Option B is incorrect<\/strong>. Encryption is used for security purposes.<\/p>\n<p><strong>Option C is incorrect.<\/strong>\u00a0Column level security is used to restrict data access at the column level. In the given scenario, we need to restrict access at the row level.<\/p>\n<p><strong>Option D is correct.<\/strong>\u00a0In this scenario, we need to restrict access on a row basis, i.e only for the pilots from India, there Row-level security is the right solution.<\/p>\n<p><strong>Option E is incorrect<\/strong>. Sensitive data exposure can be limited by masking it to unauthorized users using SQL Database dynamic data masking.<\/p>\n<\/div>\n<p><strong>References:\u00a0<\/strong>To know more about Row-level security, please visit the below-given links:<br \/>\n<a href=\"https:\/\/azure.microsoft.com\/en-in\/resources\/videos\/row-level-security-in-azure-sql-database\/\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/azure.microsoft.com\/en-in\/resources\/videos\/row-level-security-in-azure-sql-database\/<\/a><br \/>\n<a href=\"https:\/\/techcommunity.microsoft.com\/t5\/azure-synapse-analytics\/how-to-implement-row-level-security-in-serverless-sql-pools\/ba-p\/2354759\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/techcommunity.microsoft.com\/t5\/azure-synapse-analytics\/how-to-implement-row-level-security-in-serverless-sql-pools\/ba-p\/2354759<\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"FAQs\"><\/span><span style=\"font-weight: 400;\">FAQs<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Can I attempt the DP-203 exam questions if I am a beginner in Python?\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">We would suggest you gain a strong foothold in Python before applying for the DP-203. Microsoft\u2019s prerequisite list requires you to have knowledge of Python, Scala and SQL.<\/span><\/p>\n<p><b>What do Azure data engineers do?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">As an Azure data engineer, you will be responsible for:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Build, maintain, and secure data pipelines<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use Azure services and languages effectively.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensure high-performing, reliable, efficient, and organized data stores and pipelines.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Identify the scope of data issues and reduce data loss.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimize data platforms\u00a0<\/span><\/li>\n<\/ul>\n<p><b>What could be the next step after DP-203?\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Once you qualify for DP-203, you can try the\u00a0 Microsoft Certified: <a href=\"https:\/\/www.whizlabs.com\/blog\/how-to-become-azure-data-engineer\/\" target=\"_blank\" rel=\"noopener\">Azure Data Engineer Associate<\/a>. Here, you can level up your Azure data engineering skills.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whizlabs_Package\"><\/span>Whizlab&#8217;s Package<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Finding authentic and updated content for so many line items can give you a hard time. With this in mind, Whizlabs offers an exhausting training course to make your DP-203 prep a breeze and provide a direction to your learning path. You will find:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Four full-length <\/span><span style=\"font-weight: 400;\">practice tests<\/span><span style=\"font-weight: 400;\"> with 240+ unique questions,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">44+ <\/span><a href=\"https:\/\/www.whizlabs.com\/learn\/course\/microsoft-azure-certification-dp-203\/420\/video\/9467\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">video lectures<\/span><\/a><span style=\"font-weight: 400;\"> created by Microsoft professionals and experts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">14+ <\/span><a href=\"https:\/\/www.whizlabs.com\/labs\/library\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">hands-on labs<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.whizlabs.com\/azure-sandbox\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Azure sandbox<\/span><\/a><span style=\"font-weight: 400;\"> to apply and experiment with your data engineering skills<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Support from subject matter experts, and unlimited access to a year on Whizlabs resources.\u00a0<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Summary\"><\/span><span style=\"font-weight: 400;\">Summary<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Interestingly, DP-203 certification plays a prime role in garnishing your credentials and enhancing your value in the job market. Organizations of myriad types are increasingly switching to Azure cloud infrastructure because of its dynamic and easy to adapt nature and plethora of services and solutions. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">It means that the demand for Azure professionals, especially data engineers and developers will increase significantly in the time to come. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">We hope this preparation guide, will helpful for you in your preparation of DP-203 certification exam and that you pass the certification on the first attempt.\u00a0<\/span><\/p>\n<p>For further queries about the DP-203 exam feel free to comment us!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Are you an app developer, AI professional or maybe a data engineer looking to validate domain skill in Microsoft Azure? Well, you are at the right place, as the Microsoft Certified Azure Data Engineer DP-203 certification helps you achieve all these domain expertise. This blog will walk you through everything you need to know about the DP-203 certification: why this exam, who should take this certification, the exam overview, detailed syllabus, study materials to refer to and how to prepare for this exam.\u00a0 So let\u2019s dive in. All About Microsoft Certified Data Engineer DP-203 certification exam The DP-203: Data Engineering [&hellip;]<\/p>\n","protected":false},"author":382,"featured_media":84797,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[15],"tags":[4918],"class_list":["post-84657","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-microsoft-azure","tag-dp-203-certification"],"uagb_featured_image_src":{"full":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",1280,720,false],"thumbnail":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-150x150.webp",150,150,true],"medium":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-300x169.webp",300,169,true],"medium_large":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-768x432.webp",768,432,true],"large":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-1024x576.webp",1024,576,true],"1536x1536":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",1280,720,false],"2048x2048":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",1280,720,false],"profile_24":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",24,14,false],"profile_48":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",48,27,false],"profile_96":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",96,54,false],"profile_150":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",150,84,false],"profile_300":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1.webp",300,169,false],"tptn_thumbnail":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-250x250.webp",250,250,true],"web-stories-poster-portrait":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-640x720.webp",640,720,true],"web-stories-publisher-logo":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-96x96.webp",96,96,true],"web-stories-thumbnail":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2022\/09\/DP-203-certification-1-150x84.webp",150,84,true]},"uagb_author_info":{"display_name":"Vidhya Boopathi","author_link":"https:\/\/www.whizlabs.com\/blog\/author\/vidhya\/"},"uagb_comment_info":0,"uagb_excerpt":"Are you an app developer, AI professional or maybe a data engineer looking to validate domain skill in Microsoft Azure? Well, you are at the right place, as the Microsoft Certified Azure Data Engineer DP-203 certification helps you achieve all these domain expertise. This blog will walk you through everything you need to know about&hellip;","_links":{"self":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/84657","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/users\/382"}],"replies":[{"embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/comments?post=84657"}],"version-history":[{"count":33,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/84657\/revisions"}],"predecessor-version":[{"id":85282,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/84657\/revisions\/85282"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/media\/84797"}],"wp:attachment":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/media?parent=84657"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/categories?post=84657"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/tags?post=84657"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}