{"id":179820,"date":"2024-05-22T16:43:51","date_gmt":"2024-05-22T15:43:51","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=179820"},"modified":"2024-02-25T17:56:59","modified_gmt":"2024-02-25T16:56:59","slug":"decoding-data-build-tool-functionality-and-applications-unveiled","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/decoding-data-build-tool-functionality-and-applications-unveiled","title":{"rendered":"Decoding Data Build Tool: Functionality and Applications Unveiled"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"179820\" class=\"elementor elementor-179820\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9e5aaf e-flex e-con-boxed e-con\" data-id=\"c9e5aaf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5a0f35 elementor-widget elementor-widget-text-editor\" data-id=\"b5a0f35\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>If data is to<strong> enable organizations to make informed decisions,<\/strong> the information must be reliable. The transformation phase is therefore a key challenge for companies. They need to prepare and <a href=\"https:\/\/datascientest.com\/en\/data-cleaning-definition-methods-and-relevance-in-data-science\">cleanse the available data to improve its quality.<\/a><\/p><p>But as<a href=\"https:\/\/datascientest.com\/en\/data-mesh-definition-importance-applications\"> data volumes continue to grow<\/a>, this task is becoming increasingly difficult (not least because of a lack of internal resources and time). Fortunately, there are tools available to simplify and accelerate data transformation. One such tool is<strong> Data Build Tool<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fdca2b8 e-flex e-con-boxed e-con\" data-id=\"fdca2b8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53bf1f7 elementor-widget elementor-widget-heading\" data-id=\"53bf1f7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">What is Data Build Tool?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86ffbb7 elementor-widget elementor-widget-text-editor\" data-id=\"86ffbb7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Data Build Tool (or DBT) i<\/strong>s an open source tool created by Fishtown Analytics. Its aim is to facilitate data transformation through the <strong>ELT (Extraction Load Transformation) process.<\/strong> Users can thus transform their organization&#8217;s data within the data warehouse itself. And they can do it faster and more easily.<\/p><p><a href=\"https:\/\/datascientest.com\/en\/the-evolution-of-data-insights-data-science-vs-business-intelligence-in-the-big-data-era\">In the age of Big Data,<\/a> this tool is a necessity. Companies collect astronomical quantities of data from a multitude of sources, in a variety of (sometimes illegible) formats.<\/p><p>To facilitate decision-making, data teams need to eliminate obsolete, false, erroneous or duplicate data, as well as standardize formats. This can take time. Unless you have the <strong>DBT Data Build Tool,<\/strong> which exclusively uses SQL statements in table or view format.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbb8f8d elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"bbb8f8d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Find out more about our data training courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c7dd7e8 e-flex e-con-boxed e-con\" data-id=\"c7dd7e8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-facbeb5 elementor-widget elementor-widget-heading\" data-id=\"facbeb5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How do I use Data Build Tool?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b7a2a1 elementor-widget elementor-widget-text-editor\" data-id=\"1b7a2a1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Data Build Tool<\/strong> is available in Open Source and Cloud versions. Depending on the model chosen, the working method differs:<\/p><ul><li><strong>DBT Cloud:<\/strong> the tool is then used on a Cloud Data Warehouse, such as Snowflake or<\/li><li><strong>Google Big Query:<\/strong>\u00a0This is the paid version, but productivity is greatly enhanced.<\/li><li><strong>DBT Core:<\/strong> you can use this free version on your workstation, provided you have installed Git and Python 3.5 (at least). In this case, DBT appears as a command-line interface.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d43e866 elementor-widget elementor-widget-text-editor\" data-id=\"d43e866\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Whichever option you choose, it&#8217;s essential to master the SQL language and GIT commands to work with DBT.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5555dd3 elementor-widget elementor-widget-image\" data-id=\"5555dd3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/analytics-engineering-dbt.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Source : https:\/\/www.getdbt.com\/<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f724063 e-flex e-con-boxed e-con\" data-id=\"f724063\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14d940f elementor-widget elementor-widget-heading\" data-id=\"14d940f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Why use DBT? <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe12438 elementor-widget elementor-widget-text-editor\" data-id=\"fe12438\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The Data Build Tool software can be used for database transformation, data quality testing and analytics. Whatever its use, this tool offers a number of advantages:<\/p><ul><li><strong>Flexibility of SQL models:<\/strong> as DBT is mainly based on the SQL language, the execution of these instructions is facilitated.<\/li><li><strong>And with good reason:<\/strong> Data Build Tool takes care of linking the various queries written. The software then transcribes them in the form of a view or table.<\/li><li><strong>Simplified versioning:<\/strong> DBT uses the <a href=\"https:\/\/datascientest.com\/en\/github-course-mastering-the-platform-made-easy\">GitHub repository<\/a> to simplify versioning. <br \/>Change of environment: you can easily switch from a Dev to a Prod environment.<\/li><li><strong>Power:<\/strong> this free tool connects to a multitude of databases. In fact, some data connections are natively programmed, such as Big Query, <a href=\"https:\/\/datascientest.com\/en\/snowflake-all-about\">Snowflake<\/a>, Amazon RedShift or Postgre. In addition, there are a number of connectors made available by the community.<\/li><li><strong>Documentation management:<\/strong> all transformations that take place in the data warehouse are automatically transcribed. Operational teams can then access the available documentation independently.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f0436c e-flex e-con-boxed e-con\" data-id=\"7f0436c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd0662d elementor-widget elementor-widget-heading\" data-id=\"cd0662d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Master Data Build Tool with DataScientest \n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37ff859 elementor-widget elementor-widget-text-editor\" data-id=\"37ff859\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Data Build Tool<\/strong> is an essential tool for transforming and exploiting data. To make the most of it, it&#8217;s essential to master SQL queries to perfection. And, more generally, all data tools for automation, analytics, the cloud, etc.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e3e0fa elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"2e3e0fa\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our Data training courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ed4622d e-flex e-con-boxed e-con\" data-id=\"ed4622d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce989d7 elementor-widget elementor-widget-html\" data-id=\"ce989d7\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"What is Data Build Tool?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Data Build Tool (or DBT) is an open source tool created by Fishtown Analytics. 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The software then transcribes them in the form of a view or table.\"\n    }\n  }]\n}\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>If data is to enable organizations to make informed decisions, the information must be reliable. The transformation phase is therefore a key challenge for companies. They need to prepare and cleanse the available data to improve its quality. But as data volumes continue to grow, this task is becoming increasingly difficult (not least because of [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":179821,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2425],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Decoding Data Build Tool: Functionality and Applications Unveiled<\/title>\n<meta name=\"description\" content=\"Explore the concept of Data Build Tool (DBT) and its role in modern data analytics. 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