{"id":87635,"date":"2023-03-02T07:16:26","date_gmt":"2023-03-02T12:46:26","guid":{"rendered":"https:\/\/www.whizlabs.com\/blog\/?p=87635"},"modified":"2024-03-25T15:06:10","modified_gmt":"2024-03-25T09:36:10","slug":"databricks-certified-data-engineer-associate-study-guide","status":"publish","type":"post","link":"https:\/\/www.whizlabs.com\/blog\/databricks-certified-data-engineer-associate-study-guide\/","title":{"rendered":"Preparation Guide on Databricks Certified Data Engineer Associate Certification"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Are you planning to take <\/span><a href=\"https:\/\/www.whizlabs.com\/databricks-certified-data-engineer-associate\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Databricks Certified Data Engineer Associate Certification<\/span><\/a><span style=\"font-weight: 400;\">? <\/span><span style=\"font-weight: 400;\">If it is yes, then you have to spend some time to craft a plan for successful preparation.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Databricks Certified Data Engineer Associate Certification targets individuals who want to demonstrate their skills in <\/span><span style=\"font-weight: 400;\">applying the Databricks Lakehouse Platform to complete data engineering tasks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The Databricks Certified Data Engineer Associate Certification preparation guide covers some of the key topics such as what skills are required, who should take the exam, exam syllabus, and study resources to refer to, and preparation tips to ace the exam.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Let\u2019s dive in!<\/span><\/p>\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\/databricks-certified-data-engineer-associate-study-guide\/#All_about_Databricks_Certified_Data_Engineer_Associate_Certification\" >All about Databricks Certified Data Engineer Associate 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\/databricks-certified-data-engineer-associate-study-guide\/#What_are_the_skills_measured_in_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >What are the skills measured in the Databricks Certified Data Engineer Associate Certification exam?<\/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\/databricks-certified-data-engineer-associate-study-guide\/#Who_should_attempt_the_Databricks_Certified_Data_Engineer_Associate_Exam\" >Who should attempt the Databricks Certified Data Engineer Associate Exam?<\/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\/databricks-certified-data-engineer-associate-study-guide\/#What_are_the_prerequisites_for_taking_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >What are the prerequisites for taking the Databricks Certified Data Engineer Associate Certification exam?<\/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\/databricks-certified-data-engineer-associate-study-guide\/#Why_to_take_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >Why to take the Databricks Certified Data Engineer Associate Certification exam?\u00a0<\/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\/databricks-certified-data-engineer-associate-study-guide\/#What_will_you_learn_from_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >What will you learn from the Databricks Certified Data Engineer Associate Certification exam?<\/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\/databricks-certified-data-engineer-associate-study-guide\/#Exam_format_for_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >Exam format for Databricks Certified Data Engineer Associate 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\/databricks-certified-data-engineer-associate-study-guide\/#Exam_domains_for_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >Exam domains for Databricks Certified Data Engineer Associate Certification exam<\/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\/databricks-certified-data-engineer-associate-study-guide\/#Study_materials_to_refer_for_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >Study materials to refer for the Databricks Certified Data Engineer Associate Certification exam<\/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\/databricks-certified-data-engineer-associate-study-guide\/#Preparation_tips_for_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\" >Preparation tips for the Databricks Certified Data Engineer Associate Certification exam<\/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\/databricks-certified-data-engineer-associate-study-guide\/#FAQs\" >FAQs<\/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\/databricks-certified-data-engineer-associate-study-guide\/#Summary\" >Summary<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"All_about_Databricks_Certified_Data_Engineer_Associate_Certification\"><\/span><span style=\"font-weight: 400;\">All about Databricks Certified Data Engineer Associate Certification<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/www.databricks.com\/learn\/certification\/data-engineer-associate\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">Databricks Certified Data Engineer Associate certification<\/span><\/a><span style=\"font-weight: 400;\"> can help to validate the individual savvy in the Databricks platform and some of the key concepts in Python and SparkSQL. And also it helps to bring familiarity with topics such as Lakehouse Platform, lakehouse workspace, its architecture, and capabilities.<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-87644 size-medium\" title=\"Databricks Certified Data Engineer Associate\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Associate-badge-eng-2x-1-1-216x300.webp\" alt=\"Databricks Certified Data Engineer Associate\" width=\"216\" height=\"300\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Associate-badge-eng-2x-1-1-216x300.webp 216w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Associate-badge-eng-2x-1-1-150x208.webp 150w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Associate-badge-eng-2x-1-1.webp 571w\" sizes=\"(max-width: 216px) 100vw, 216px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">The roles and responsibilities of <strong>Databricks Certified Data Engineer Associate<\/strong> such as:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Apply basic ETL pipelines and Databricks SQL queries and dashboards into production\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Maintenance of entity permissions<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Need to carry out basic data engineering tasks using Databricks and its associated tools<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"What_are_the_skills_measured_in_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">What are the skills measured in the Databricks Certified Data Engineer Associate Certification exam?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Before taking the Databricks Certified Data Engineer Associate Certification exam, the candidate needs to grasp the following skills and knowledge and they are:<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-87647 size-large\" title=\"Databricks Certified Data Engineer Associate\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-Path-of-Databricks-Certified-Data-Engineer-Associate-Certification-1024x534.webp\" alt=\"Databricks-Certified-Data-Engineer-Associate-Certification\" width=\"1024\" height=\"534\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-Path-of-Databricks-Certified-Data-Engineer-Associate-Certification-1024x534.webp 1024w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-Path-of-Databricks-Certified-Data-Engineer-Associate-Certification-300x157.webp 300w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-Path-of-Databricks-Certified-Data-Engineer-Associate-Certification-768x401.webp 768w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-Path-of-Databricks-Certified-Data-Engineer-Associate-Certification-150x78.webp 150w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-Path-of-Databricks-Certified-Data-Engineer-Associate-Certification.webp 1315w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<ul>\n<li><b>Databricks Lakehouse Platform (24%)<\/b><span style=\"font-weight: 400;\">: In this domain, you can learn about lakehouse concepts, Platform architecture, and benefits of the Lakehouse to Data Teams.<\/span><\/li>\n<li><b>ELT with Spark SQL and Python (29%)<\/b><span style=\"font-weight: 400;\">:\u00a0 In this domain, you can get questions from topics such as Relational Entities and Just Enough Python. And topics covered such as how to Build ELT pipelines using Spark SQL &amp; Python, Relational entities, ELT and Manipulating data with Spark SQL &amp; Python.<\/span><\/li>\n<li><b>Incremental Data Processing (22%)<\/b><span style=\"font-weight: 400;\">: In this domain, you will be questioned on topics such as Structured Streaming, Auto Loader (streaming reads), Multi-hop Architecture, and Delta Live Tables.<\/span><\/li>\n<li><b>Production Pipelines (16%)<\/b><span style=\"font-weight: 400;\">: In this domain, you can gain skills to build production pipelines for data engineering applications and Databricks SQL queries and dashboards, which includes Workflows and Dashboards.<\/span><\/li>\n<li><b>Data Governance (9%)<\/b><span style=\"font-weight: 400;\">: In this domain, you can learn on Unity catalog and Entity permissions.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Who_should_attempt_the_Databricks_Certified_Data_Engineer_Associate_Exam\"><\/span><span style=\"font-weight: 400;\">Who should attempt the Databricks Certified Data Engineer Associate Exam?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The Databricks Certified Data Analyst Associate Exam mainly focuses on people who want to enhance their skills and knowledge in data engineering tasks. It also targets the following roles such as:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Data Analysts<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Data Engineers<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Business Analyst<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">ML Data scientists<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Data Engineers<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"What_are_the_prerequisites_for_taking_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">What are the prerequisites for taking the Databricks Certified Data Engineer Associate Certification exam?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">There are no formal prerequisites required for taking the Databricks Certified Data Engineer Associate Certification exam. It will be flexible if you have some prior knowledge on the following topics such as:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Basic knowledge of SQL query syntax, which includes writing queries using SELECT, WHERE, GROUP BY, ORDER BY, LIMIT, and JOIN<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Working knowledge of SQL DDL statements to create, modify, and drop databases and tables<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Basic knowledge of SQL DML statements such as DELETE, INSERT, UPDATE, and MERGE<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Working Experience or knowledge of data engineering practices on cloud platforms, including cloud features such as virtual machines, object storage, identity management, and meta stores<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Familiarity with basic concepts of Python variables, functions, and control flow is highly preferred<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Why_to_take_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">Why to take the Databricks Certified Data Engineer Associate Certification exam?\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">In order to advance your career in Databricks, then the Databricks Certified Data Engineer Associate Certification exam will be your right path. It provides brief knowledge on the fundamentals of Databricks and how to enhance the skills in performing the ETL tasks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Taking the Databricks Certified Data Engineer Associate Certification exam can bring numerous benefits such as:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><b>Familiarity with ETL tasks<\/b><span style=\"font-weight: 400;\">: You may be able to know how to carry out multi-hop architecture ETL tasks using Apache Spark SQL and Python in both batch and incrementally processed paradigms. And you can apply basic ETL pipelines and Databricks SQL queries and dashboards into production while maintaining entity permissions.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>High salary and scope<\/b><span style=\"font-weight: 400;\">: The demand for data engineers continues to skyrocket in the upcoming years as data grows significantly. And thus, getting the Databricks Certified Data Engineer Associate certificate will offer you a competitive edge. It also leads to higher income and better career opportunities.\u00a0<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"What_will_you_learn_from_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">What will you learn from the Databricks Certified Data Engineer Associate Certification exam?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">By taking the Databricks Certified Data Engineer Associate Certification exam, the candidate can be able to master the following topics:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Get a clear understanding on how to use the Databricks Lakehouse Platform and its tools<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Can gain knowledge on constructing ETL pipelines with the usage of Apache Spark SQL and Python<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Processing the data incrementally in the batch and streaming mode<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Orchestration of production pipelines<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Get a clear understanding on best security practices in Databricks and apply it whenever required<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Exam_format_for_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">Exam format for Databricks Certified Data Engineer Associate Certification exam<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img decoding=\"async\" class=\"alignnone wp-image-87650 size-full\" title=\"Databricks Certified Data Engineer Associate\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks_Certified_Data_Engineer_Associate_Exam_Details.webp\" alt=\" Databricks_Certified_Data_Engineer_Associate\" width=\"900\" height=\"500\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks_Certified_Data_Engineer_Associate_Exam_Details.webp 900w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks_Certified_Data_Engineer_Associate_Exam_Details-300x167.webp 300w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks_Certified_Data_Engineer_Associate_Exam_Details-768x427.webp 768w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks_Certified_Data_Engineer_Associate_Exam_Details-150x83.webp 150w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Exam_domains_for_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">Exam domains for Databricks Certified Data Engineer Associate Certification exam<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The Databricks Certified Data Engineer Associate Certification exam covers five domains and it has been tabulated below:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Domains\u00a0<\/b><\/td>\n<td><b>Weightage\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Databricks Lakehouse Platform and its tools<\/span><\/td>\n<td><span style=\"font-weight: 400;\">24%<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">ELT with Spark SQL and Python<\/span><\/td>\n<td><span style=\"font-weight: 400;\">29%<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Incremental Data Processing<\/span><\/td>\n<td><span style=\"font-weight: 400;\">22%<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Production Pipelines<\/span><\/td>\n<td><span style=\"font-weight: 400;\">16%<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Data Governance\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">9%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><b>Databricks Lakehouse Platform and its tools(24%)<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Data Lakehouse (architecture, descriptions, benefits)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Data Science and Engineering workspace (clusters, notebooks, data storage)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Delta Lake (general concepts, table management and manipulation, optimizations<\/span><\/li>\n<\/ul>\n<p><b>ELT with Spark SQL and Python(29%)<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Relational entities (databases, tables, views)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">ELT (creating tables, writing data to tables, cleaning data, combining and reshaping tables, SQL UDFs)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Python (facilitating Spark SQL with string manipulation and control flow, passing data between PySpark and Spark SQL)<\/span><\/li>\n<\/ul>\n<p><b>Incremental Data Processing (22%)<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Structured Streaming (general concepts, triggers, watermarks)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Auto Loader (streaming reads)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Multi-hop Architecture (bronze-silver-gold, streaming applications)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Delta Live Tables (benefits and features)<\/span><\/li>\n<\/ul>\n<p><b style=\"font-style: inherit;\">Production Pipelines (16%)<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Jobs (scheduling, task orchestration, UI)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Dashboards (endpoints, scheduling, alerting, refreshing)<\/span><\/li>\n<\/ul>\n<p><b>Data Governance (9%)<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Unity Catalog (benefits and features)<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Entity Permissions (data objects Privileges)<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Study_materials_to_refer_for_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">Study materials to refer for the Databricks Certified Data Engineer Associate Certification exam<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If you are stepping into the Databricks platform as a fresher, then you need to rely upon the Databricks Exam Guide and this guide can help you to understand exam format and procedure.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There are some training programs offered by Azure Databricks. And utilization of those training programs can help you to <\/span><span style=\"font-weight: 400;\">get in-depth knowledge on how to use Azure Databricks for data analytics, data engineering, data science, and machine learning.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In order to begin with the <a href=\"https:\/\/www.databricks.com\/learn\/training\/catalog\/data-engineering\" target=\"_blank\" rel=\"nofollow noopener\">learning paths<\/a> of Databricks Certified Data Engineer Associate Certification exam and study guides, there are some of the few points that need to be covered such as:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">How to Ingest event data, build your lakehouse and analyze customer product usage<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Use SQL to query your data lake with Delta Lake<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Design and train an ML customer model in your lakehouse<\/span><\/span>\n<p><figure id=\"attachment_87651\" aria-describedby=\"caption-attachment-87651\" style=\"width: 1024px\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"wp-image-87651 size-large\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-pathway-databricks-certification-1024x312.webp\" alt=\"databricks.com\" width=\"1024\" height=\"312\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-pathway-databricks-certification-1024x312.webp 1024w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-pathway-databricks-certification-300x91.webp 300w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-pathway-databricks-certification-768x234.webp 768w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-pathway-databricks-certification-150x46.webp 150w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Learning-pathway-databricks-certification.webp 1053w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-87651\" class=\"wp-caption-text\">databricks.com<\/figcaption><\/figure><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Followed by <a href=\"https:\/\/www.databricks.com\/learn\/training\/catalog\/data-engineering\" target=\"_blank\" rel=\"nofollow noopener\">instructor-led video training<\/a> by top-rated professionals which can assist you to get the deep concepts about Databricks. And you will be able to get into the following concepts such as Databricks Data Science &amp; Engineering Workspace, Databricks SQL, Delta Live Tables, Databricks Repos, Databricks Task Orchestration, and Unity Catalog.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Third, practice tests are found as a great way to enhance your practical skills on domains. Try to utilize it to familiarize yourself with the Databricks Certified Data Engineer Associate Certification concepts.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By the above-mentioned resources, you can be well versed in the chosen domain and clear the exam in the first attempt itself.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Preparation_tips_for_the_Databricks_Certified_Data_Engineer_Associate_Certification_exam\"><\/span><span style=\"font-weight: 400;\">Preparation tips for the Databricks Certified Data Engineer Associate Certification exam<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Here are some tips to ace the challenge in clearing the Databricks Certified Data Engineer Associate Certification exam like a pro. And they are:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Download the Databricks Certified Data Engineer Associate Certification exam guide to get familiar with exam objectives and domains.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Make a calendar and allocate timings to each subtopic. It is advisable not to leave any headings or subtopics, and treat all concepts equally.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">If you don\u2019t have the required hands-on, then make sure to get all the practical skills before applying for the exam.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Coming to the theoretical syllabus, in addition to instructor-led videos and classroom sessions, you can also check out YouTube videos like AWS Developer Associate Exam Preparation and AWS Services.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Once you get well-versed with all the prior recommended skills and domain knowledge, it\u2019s time to put your theory into practice. Go through Databricks Certified Data Engineer Associate Certification sample papers, and official practice questions, and validate your prep level. If you analyze any gaps, you have to fill in them, and then attempt the exam again.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Once you feel fully prepared and see no errors on paper, register for the DVA-C01 exam, ace it and add a milestone to your credentials.\u00a0<\/span><\/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><strong>Q: How difficult is Databricks Data Engineer Associate certification?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: Passing Databricks Data Engineer Associate certification is somehow difficult but with appropriate practice it can be cleared. Try to utilize more practice tests in order to get familiar with exam domains.<\/span><\/p>\n<p><strong>Q: What you\u2019ll from the Databricks Certified Data Engineer Associate exam?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: By taking\u00a0 Databricks Certified Data Engineer Associate exam, you will learn on following things:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Understand how to use Databricks Lakehouse Platform and its tools.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Build ETL pipelines using Apache Spark SQL and Python.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Process data incrementally in batch and streaming mode.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Orchestrate production pipelines.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Understand and follow best security practices in Databricks.<\/span><\/li>\n<\/ul>\n<p><strong>Q: Can we use Databricks without cloud?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: Databricks workspaces will be hosted on Amazon AWS, Microsoft Azure, and Google Cloud Platform. And thus you can use Databricks on any of these hosting platforms to access data wherever you keep it, regardless of the cloud.<\/span><\/p>\n<p><strong>Q: What is the main use of Databricks?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: The Azure Databricks mainly used to process, store, clean, share, model, and monetize their datasets with the solutions ranging from BI to machine learning. You can use the Azure Databricks platform to construct many different applications to span various data personas.<\/span><\/p>\n<p><strong>Q: Is Databricks data engineer certification worth it?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: Absolutely,taking this kind of certification can provide greater understanding of how Databricks can be used to solve data problems.<\/span><\/p>\n<p><strong>Q: Should I learn Databricks or snowflake?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: Snowflake can enable users to analyze and store data using Amazon S3 or Azure resources. For those needing a top-class data warehouse, Snowflake may be sufficient. For those needing more robust ETL, data science, and machine learning features, Databricks is the winner.<\/span><\/p>\n<p><strong>Q: Does Databricks Certified Data Engineer Associate Certification expire?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: Databricks Certified Data Engineer Associate Certification valid for two years following the date on which each candidate passes the certification exam.<\/span><\/p>\n<p><strong>Q: Is Python required for the Databricks Certified Data Engineer Associate exam?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: Databricks notebooks support Python. And thus it is recommended to have working knowledge on Python.\u00a0<\/span><\/p>\n<p><strong>Q: Is Databricks good for data engineering?<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A: Taking Databricks certification provides powerful ETL capabilities for data engineers, data scientists and data analysts with Delta Live Tables (DLT) and thus data engineering becomes easier.<\/span><\/p>\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;\">Hope this blog encompasses everything you need to pass the Databricks Certified Data Engineer Associate Certification. Sharpening your skills and knowledge in the respective domains can help to defeat the challenges in clearing Databricks Certified Data Engineer Associate Certification exam.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To attain consistency in learning, one needs to go through the study materials often. But finding the right study materials might be difficult for you. It can be made simple by just stepping into the Whizlabs platform and you can find reliable and authentic study materials such as practice tests and <\/span><a href=\"https:\/\/www.whizlabs.com\/labs\/azure-sandbox\"><span style=\"font-weight: 400;\">Azure sandbox<\/span><\/a><span style=\"font-weight: 400;\"> to become familiar with real-world settings.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Utilizing those study materials can leverage your practical skills and knowledge in the Databricks platform.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you have any questions or concerns, please feel free to comment us!<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Are you planning to take Databricks Certified Data Engineer Associate Certification? If it is yes, then you have to spend some time to craft a plan for successful preparation. Databricks Certified Data Engineer Associate Certification targets individuals who want to demonstrate their skills in applying the Databricks Lakehouse Platform to complete data engineering tasks. The Databricks Certified Data Engineer Associate Certification preparation guide covers some of the key topics such as what skills are required, who should take the exam, exam syllabus, and study resources to refer to, and preparation tips to ace the exam.\u00a0 Let\u2019s dive in! All about [&hellip;]<\/p>\n","protected":false},"author":386,"featured_media":87646,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"default","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 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[4996],"tags":[4995],"class_list":["post-87635","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-databricks","tag-databricks-certified-data-engineer-associate-certification"],"uagb_featured_image_src":{"full":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",1280,720,false],"thumbnail":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-150x150.webp",150,150,true],"medium":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-300x169.webp",300,169,true],"medium_large":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-768x432.webp",768,432,true],"large":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-1024x576.webp",1024,576,true],"1536x1536":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",1280,720,false],"2048x2048":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",1280,720,false],"profile_24":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",24,14,false],"profile_48":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",48,27,false],"profile_96":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",96,54,false],"profile_150":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",150,84,false],"profile_300":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1.webp",300,169,false],"tptn_thumbnail":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-250x250.webp",250,250,true],"web-stories-poster-portrait":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-640x720.webp",640,720,true],"web-stories-publisher-logo":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-96x96.webp",96,96,true],"web-stories-thumbnail":["https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2023\/03\/Databricks-Certified-Data-Engineer-Associate-Certification-Featured-Image-1-150x84.webp",150,84,true]},"uagb_author_info":{"display_name":"Basant Singh","author_link":"https:\/\/www.whizlabs.com\/blog\/author\/basant-singh\/"},"uagb_comment_info":5,"uagb_excerpt":"Are you planning to take Databricks Certified Data Engineer Associate Certification? If it is yes, then you have to spend some time to craft a plan for successful preparation. Databricks Certified Data Engineer Associate Certification targets individuals who want to demonstrate their skills in applying the Databricks Lakehouse Platform to complete data engineering tasks. The&hellip;","_links":{"self":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/87635","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\/386"}],"replies":[{"embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/comments?post=87635"}],"version-history":[{"count":11,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/87635\/revisions"}],"predecessor-version":[{"id":95037,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/87635\/revisions\/95037"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/media\/87646"}],"wp:attachment":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/media?parent=87635"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/categories?post=87635"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/tags?post=87635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}