{"id":67748,"date":"2025-09-11T11:20:52","date_gmt":"2025-09-11T11:20:52","guid":{"rendered":"https:\/\/www.gologica.com\/elearning\/?p=67748"},"modified":"2025-09-11T11:21:06","modified_gmt":"2025-09-11T11:21:06","slug":"azure-data-engineer-certification-dp-203-preparation-guide","status":"publish","type":"post","link":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/","title":{"rendered":"Azure Data Engineer Certification (DP-203) Preparation Guide"},"content":{"rendered":"<p><strong>Table of Contents<\/strong><\/p>\n<p><strong>Introduction<\/strong><strong><\/strong><\/p>\n<p><strong>What is the DP-203 Certification?<\/strong><\/p>\n<p><strong>Why it matters in the data-driven job market<\/strong><\/p>\n<p><strong>Exam Overview<\/strong><\/p>\n<p><strong>Skills measured in the exam<\/strong><\/p>\n<p><strong>Exam format (questions, duration, passing score)<\/strong><\/p>\n<p><strong>Prerequisites &amp; Recommended Background<\/strong><\/p>\n<p><strong>Study Resources and Learning Path<\/strong><\/p>\n<p><strong>Exam Tips &amp; Best Practices<\/strong><\/p>\n<p><strong>Post-Exam Guidance<\/strong><\/p>\n<p><strong>Conclusion<\/strong><\/p>\n<\/p>\n<h3 class=\"wp-block-heading\"><strong>Introduction<\/strong><\/h3>\n<p><strong><a href=\"https:\/\/www.gologica.com\/course\/azure-data-engineer-training\/\">Azure Data Engineer<\/a><\/strong> Certification (DP-203) is a very desirable certification that an individual wants to pursue to become highly skilled in managing, transforming, and protecting data within Microsoft Azure. This preparation guide aims to assist you in learning the fundamentals, examination aims, and how to achieve success. <\/p>\n<p>You might be developing scalable data solutions, maximizing performance, or addressing compliance needs, but either way, this guide is a structured roadmap to prepare with confidence and get the required skills to advance your career as an Azure Data Engineer certified.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-1024x576.jpg\" alt=\"Azure Data Engineer Certification (DP - 203)\" class=\"wp-image-67750\" srcset=\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-1024x576.jpg 1024w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-460x259.jpg 460w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-768x432.jpg 768w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-100x56.jpg 100w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-600x338.jpg 600w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-120x68.jpg 120w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40-310x174.jpg 310w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/2-40.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\"><strong>What is the DP-203 Certification?<\/strong><\/h3>\n<p>The DP-203 Certification substantiates the knowledge on how to plan and deploy big data analytics solutions using Azure Data Services with a specific focus on the integration, transformation, and consolidation of data across a broad range of systems. <\/p>\n<p>It includes the abilities of creating, protecting, and maximizing data processing pipelines using Azure applications, such as data engineers and other professionals in the <strong><a href=\"https:\/\/www.gologica.com\/master-program\/data-engineering-training\/\">data engineering<\/a><\/strong> domain, aspiring to master Azure-based data engineering features.<\/p>\n<h3 class=\"wp-block-heading\"><strong>Why it matters in the data-driven job market<\/strong><\/h3>\n<p>In the current data-driven workforce, the role of the certifying body, the Azure Data Engineer Certification, is essential because companies would like to hire certified experts who would handle increasing data requirements and make smarter business decisions. This qualification opens up bigger pay, superior tasks, and extended career prospects in industries.<\/p>\n<h3 class=\"wp-block-heading\"><strong>Exam Overview<\/strong><\/h3>\n<p>The DP-203 exam, Data Engineering on Microsoft Azure, is 40-60 questions and includes integrating, transforming, and consolidating structured, unstructured, and streaming data with the help of Azure services. The test is an assessment of skills in creating secure and high-performing data pipelines, such as using Azure Data Factory, Synapse Analytics, Databricks, and Event Hubs, and has 120 minutes and 700 points to pass.<\/p>\n<h4 class=\"wp-block-heading\"><strong>Skills measured in the exam<\/strong><\/h4>\n<p>The skills assessed in the DP-203 exam are in three principal areas:<\/p>\n<p><strong>Design and implement data storage (15-20%)<\/strong><\/p>\n<p>Design and implement data storage for DP-203 covers partitioning strategies, storage architecture, data exploration layers, and choosing storage types for performance and scalability in Azure environments.<\/p>\n<h5 class=\"wp-block-heading\"><strong>Processing data (40-45%)<\/strong><\/h5>\n<p>Processing data in DP-203 focuses on ingesting, cleaning, transforming, and analyzing batch and streaming data using Azure Synapse, Data Factory, <strong><a href=\"https:\/\/www.gologica.com\/course\/azure-databricks-training\/\">Databricks<\/a><\/strong>, and Stream Analytics for modern analytics.<\/p>\n<p><strong>Secure, monitor, and optimise storage and processing of data (30-35)<\/strong><\/p>\n<p>Protect, manage, and optimize data Protect by using encryption, masking data, access control, performance control, audit, resource tuning, and cost optimization to meet compliance and trusted, cost-effective Azure data solutions.<\/p>\n<h3 class=\"wp-block-heading\"><strong>Exam format (questions, duration, passing score)<\/strong><\/h3>\n<p>It is a 40 to 60-question exam, in the form of multiple choice, drag and drop, case studies, and multiple response types. Candidates will take the exam with a passing mark of at least 700 out of 1000 in 120 minutes. The test the ability to design data storage, write data processing solutions, and secure and optimize data on Microsoft Azure. It is organized in various languages, among which are English, Chinese, and Spanish.<\/p>\n<h3 class=\"wp-block-heading\"><strong>Prerequisites &amp; Recommended Background<\/strong><\/h3>\n<p>It is not necessary to pass the exam DP-203 to be successful; however, to do it, the applicant should have mastered such languages as SQL, <strong><a href=\"https:\/\/www.gologica.com\/master-program\/python-developer-training\/\">Python<\/a><\/strong>, and Scala relevant to data processing. It is strongly advised that one has an excellent knowledge of Azure services, concepts of databases, and patterns of data architecture, as well as familiarity with distributed systems and the creation of data pipelines. Computer science or other experience may help.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.youtube.com\/watch?v=g-Q4W4Izzoc\"><img decoding=\"async\" width=\"1000\" height=\"202\" src=\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99.jpg\" alt=\"Microsoft Azure Developer Associate Certification\" class=\"wp-image-67751\" srcset=\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99.jpg 1000w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99-460x93.jpg 460w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99-768x155.jpg 768w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99-100x20.jpg 100w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99-600x121.jpg 600w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99-120x24.jpg 120w, https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/3-99-310x63.jpg 310w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/a><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\"><strong>Study Resources and Learning Path<\/strong><\/h3>\n<p>The advantage is that DP-203 candidates will visit Microsoft Learn modules to have structured, exam-oriented lessons and practical exercises. Use the official documentation and whitepapers of Microsoft as an enrichment of conceptual knowledge. Practice and sandbox environments, in particular those offered by the Azure Free Tier, can be used to solidify the practice of storage, processing, and security tools. Such an integrated methodology enhances knowledge, offers practical skills, and equips learners to succeed in exam environments and also in a real-world setting in Azure data engineering.<\/p>\n<h3 class=\"wp-block-heading\"><strong>Exam Tips &amp; Best Practices<\/strong><\/h3>\n<p>To complete the DP-203 exam, create a study plan that encompasses the actual Microsoft study guide. Learn how to use Azure tools in practice through sandbox environments. Official practice tests can be used to measure preparedness and better time management. Look at questions critically in order to filter out wrong answers effectively. Make use of community forums to seek support and information. Examine when scoring high in practice tests. Be careful about the time taken in exams and stay composed during the exam.<\/p>\n<h3 class=\"wp-block-heading\"><strong>&nbsp;<\/strong><strong>Post-Exam Guidance<\/strong><\/h3>\n<p>After passing the DP-203 examination, do not forget the update your professional profiles and resumes with your new certification, Azure Data Engineer certification, which will unlock your career prospects. Continue to improve your competencies by acquiring new advanced Azure services and project-based experience to make yourself a more skilled member. <\/p>\n<p>Drive an active supporter of the data engineering community and forums to stay abreast of the latest updates and best practices of Azure. To make sure your credential is valid, the certification must be renewed on time. Consider further certification to increase the level of knowledge and work opportunities, and be able to compete in this changing field.<\/p>\n<h3 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h3>\n<p>It is essential to develop confidence before the DP-203 exam. With a lot of preparation and practice exams, you can kill anxiety and get better results. The <strong><a href=\"https:\/\/www.gologica.com\/\">GoLogica<\/a><\/strong> certification as an Azure Data Engineer is not only a way to prove your competence but also an opportunity to secure long-term career progress, increase your wages, and enjoy the work. <\/p>\n<p>The certification also enables data professionals with knowledge of the current cloud data solutions to become resources in the changing digital environment. Any preparation is guaranteed to bring success and sustainable professional gain.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Table of Contents Introduction What is the DP-203 Certification? Why it matters in the data-driven job market Exam Overview Skills &hellip;<\/p>\n","protected":false},"author":48008,"featured_media":67749,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"pmpro_default_level":"","footnotes":""},"categories":[15363],"tags":[15364,15365,15366],"coauthors":[15198],"class_list":["post-67748","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-azure-data-engineer","tag-azure-data-engineer-certification-dp-203","tag-dp-203-exam-preparation-guide","tag-microsoft-azure-data-engineer-training","pmpro-has-access","user-has-not-earned"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Azure Data Engineer Certification (DP-203) Preparation Guide<\/title>\n<meta name=\"description\" content=\"Prepare for Azure Data Engineer Certification (DP-203) with GoLogica\u2019s expert training. Boost your career with hands-on learning!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Azure Data Engineer Certification (DP-203) Preparation Guide\" \/>\n<meta property=\"og:description\" content=\"Prepare for Azure Data Engineer Certification (DP-203) with GoLogica\u2019s expert training. Boost your career with hands-on learning!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/\" \/>\n<meta property=\"og:site_name\" content=\"GoLogica\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-11T11:20:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-11T11:21:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"175\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"SriLekha GoLogica\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"SriLekha GoLogica\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/\"},\"author\":{\"name\":\"SriLekha GoLogica\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/3d52a7d57fe364604572c09b1ec2787b\"},\"headline\":\"Azure Data Engineer Certification (DP-203) Preparation Guide\",\"datePublished\":\"2025-09-11T11:20:52+00:00\",\"dateModified\":\"2025-09-11T11:21:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/\"},\"wordCount\":997,\"image\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg\",\"keywords\":[\"Azure Data Engineer Certification DP-203\",\"DP-203 Exam Preparation Guide\",\"Microsoft Azure Data Engineer Training\"],\"articleSection\":[\"Azure Data Engineer\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/\",\"url\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/\",\"name\":\"Azure Data Engineer Certification (DP-203) Preparation Guide\",\"isPartOf\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg\",\"datePublished\":\"2025-09-11T11:20:52+00:00\",\"dateModified\":\"2025-09-11T11:21:06+00:00\",\"author\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/3d52a7d57fe364604572c09b1ec2787b\"},\"description\":\"Prepare for Azure Data Engineer Certification (DP-203) with GoLogica\u2019s expert training. Boost your career with hands-on learning!\",\"breadcrumb\":{\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage\",\"url\":\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg\",\"contentUrl\":\"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg\",\"width\":300,\"height\":175,\"caption\":\"Azure Data Engineer Certification DP -203\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.gologica.com\/elearning\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Azure Data Engineer Certification (DP-203) Preparation Guide\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/#website\",\"url\":\"https:\/\/www.gologica.com\/elearning\/\",\"name\":\"GoLogica\",\"description\":\"E-Learning Portal\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.gologica.com\/elearning\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/3d52a7d57fe364604572c09b1ec2787b\",\"name\":\"SriLekha GoLogica\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/image\/d0ab308492a1bfcbec1a1ce1637996db\",\"url\":\"https:\/\/www.gologica.com\/elearning\/wp-content\/themes\/wplms\/assets\/images\/avatar.jpg\",\"contentUrl\":\"https:\/\/www.gologica.com\/elearning\/wp-content\/themes\/wplms\/assets\/images\/avatar.jpg\",\"caption\":\"SriLekha GoLogica\"},\"url\":\"https:\/\/www.gologica.com\/elearning\/author\/srilekha\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Azure Data Engineer Certification (DP-203) Preparation Guide","description":"Prepare for Azure Data Engineer Certification (DP-203) with GoLogica\u2019s expert training. Boost your career with hands-on learning!","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/","og_locale":"en_US","og_type":"article","og_title":"Azure Data Engineer Certification (DP-203) Preparation Guide","og_description":"Prepare for Azure Data Engineer Certification (DP-203) with GoLogica\u2019s expert training. Boost your career with hands-on learning!","og_url":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/","og_site_name":"GoLogica","article_published_time":"2025-09-11T11:20:52+00:00","article_modified_time":"2025-09-11T11:21:06+00:00","og_image":[{"width":300,"height":175,"url":"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg","type":"image\/jpeg"}],"author":"SriLekha GoLogica","twitter_card":"summary_large_image","twitter_misc":{"Written by":"SriLekha GoLogica","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#article","isPartOf":{"@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/"},"author":{"name":"SriLekha GoLogica","@id":"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/3d52a7d57fe364604572c09b1ec2787b"},"headline":"Azure Data Engineer Certification (DP-203) Preparation Guide","datePublished":"2025-09-11T11:20:52+00:00","dateModified":"2025-09-11T11:21:06+00:00","mainEntityOfPage":{"@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/"},"wordCount":997,"image":{"@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg","keywords":["Azure Data Engineer Certification DP-203","DP-203 Exam Preparation Guide","Microsoft Azure Data Engineer Training"],"articleSection":["Azure Data Engineer"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/","url":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/","name":"Azure Data Engineer Certification (DP-203) Preparation Guide","isPartOf":{"@id":"https:\/\/www.gologica.com\/elearning\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage"},"image":{"@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg","datePublished":"2025-09-11T11:20:52+00:00","dateModified":"2025-09-11T11:21:06+00:00","author":{"@id":"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/3d52a7d57fe364604572c09b1ec2787b"},"description":"Prepare for Azure Data Engineer Certification (DP-203) with GoLogica\u2019s expert training. Boost your career with hands-on learning!","breadcrumb":{"@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#primaryimage","url":"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg","contentUrl":"https:\/\/www.gologica.com\/elearning\/wp-content\/uploads\/2025\/09\/1-54.jpg","width":300,"height":175,"caption":"Azure Data Engineer Certification DP -203"},{"@type":"BreadcrumbList","@id":"https:\/\/www.gologica.com\/elearning\/azure-data-engineer-certification-dp-203-preparation-guide\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.gologica.com\/elearning\/"},{"@type":"ListItem","position":2,"name":"Azure Data Engineer Certification (DP-203) Preparation Guide"}]},{"@type":"WebSite","@id":"https:\/\/www.gologica.com\/elearning\/#website","url":"https:\/\/www.gologica.com\/elearning\/","name":"GoLogica","description":"E-Learning Portal","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.gologica.com\/elearning\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/3d52a7d57fe364604572c09b1ec2787b","name":"SriLekha GoLogica","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.gologica.com\/elearning\/#\/schema\/person\/image\/d0ab308492a1bfcbec1a1ce1637996db","url":"https:\/\/www.gologica.com\/elearning\/wp-content\/themes\/wplms\/assets\/images\/avatar.jpg","contentUrl":"https:\/\/www.gologica.com\/elearning\/wp-content\/themes\/wplms\/assets\/images\/avatar.jpg","caption":"SriLekha GoLogica"},"url":"https:\/\/www.gologica.com\/elearning\/author\/srilekha\/"}]}},"_links":{"self":[{"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/posts\/67748","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/users\/48008"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/comments?post=67748"}],"version-history":[{"count":2,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/posts\/67748\/revisions"}],"predecessor-version":[{"id":67753,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/posts\/67748\/revisions\/67753"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/media\/67749"}],"wp:attachment":[{"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/media?parent=67748"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/categories?post=67748"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/tags?post=67748"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.gologica.com\/elearning\/wp-json\/wp\/v2\/coauthors?post=67748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}