{"id":249838,"date":"2023-08-30T09:32:00","date_gmt":"2023-08-30T09:32:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=249838"},"modified":"2024-10-09T12:54:14","modified_gmt":"2024-10-09T12:54:14","slug":"formation-dbt","status":"publish","type":"post","link":"https:\/\/datascientest.com\/formation-dbt","title":{"rendered":"Formation dbt (data build tool) : ma\u00eetrisez l&rsquo;outil de transformation des donn\u00e9es !"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"249838\" class=\"elementor elementor-249838\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a3d724b e-flex e-con-boxed e-con\" data-id=\"a3d724b\" 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-bb5087b elementor-widget elementor-widget-heading\" data-id=\"bb5087b\" 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><p class=\"elementor-heading-title elementor-size-default\">Une formation DBT vous permettra d\u2019apprendre \u00e0 ma\u00eetriser Data Build Tool, l\u2019un des outils open source incontournables pour les professionnels de l\u2019analyse de donn\u00e9es ! D\u00e9couvrez pourquoi et comment acqu\u00e9rir cette qualification !<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfd1545 elementor-widget elementor-widget-text-editor\" data-id=\"bfd1545\" 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><span style=\"font-weight: 400;\">Au sein des entreprises, les donn\u00e9es sont d\u00e9sormais au c\u0153ur de la <strong>prise de d\u00e9cision<\/strong>. Par cons\u00e9quent, les outils permettant de transformer et mod\u00e9liser ces informations deviennent indispensables.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Parmi les solutions les plus utilis\u00e9es par les analystes et les ing\u00e9nieurs de donn\u00e9es, on compte <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/data-build-tool-tout-savoir\">DBT ou Data Build Tool<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> : un <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">outil open source<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> simplifiant le processus de transformation des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour les professionnels de la data, <strong>ma\u00eetriser DBT<\/strong> est devenu une n\u00e9cessit\u00e9. Que ce soit pour optimiser les pipelines, am\u00e9liorer la qualit\u00e9 des analyses, ou m\u00eame automatiser les t\u00e2ches r\u00e9p\u00e9titives, il offre une solution compl\u00e8te et adaptable !\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Toutefois, pour exploiter pleinement ses capacit\u00e9s, une <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">expertise<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> est requise. Une formation ad\u00e9quate se r\u00e9v\u00e8le donc obligatoire !<\/span><\/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-3a75906 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"3a75906\" 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\/formations-data\">\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\">Apprendre \u00e0 utiliser dbt<\/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-8298458 e-flex e-con-boxed e-con\" data-id=\"8298458\" 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-dfc2a0c elementor-widget elementor-widget-heading\" data-id=\"dfc2a0c\" 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\">DBT, un outil Open Source de transformation SQL<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c448234 elementor-widget elementor-widget-text-editor\" data-id=\"c448234\" 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><span style=\"font-weight: 400;\">N\u00e9 de la n\u00e9cessit\u00e9 de <strong>moderniser la transformation des donn\u00e9es \u00e0 grande \u00e9chelle<\/strong>, Data Build Tool (DBT) est un outil <a href=\"https:\/\/datascientest.com\/open-source\">Open Source<\/a> con\u00e7u pour faciliter le processus.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Il permet aux \u00e9quipes d\u2019\u00e9crire, tester et documenter <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">les transformations SQL<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> de mani\u00e8re collaborative. Contrairement aux outils ETL traditionnels, il se concentre sur la phase \u00ab T \u00bb (<\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Transform<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">) du pipeline.<\/span><\/p><p><span style=\"font-weight: 400;\">En revanche, il laisse aux syst\u00e8mes d\u2019ingestion de donn\u00e9es le soin de g\u00e9rer les \u00e9tapes \u00ab E \u00bb (<strong>Extract<\/strong>) et \u00ab L \u00bb (<strong>Load<\/strong>).\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Sa capacit\u00e9 \u00e0 <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">structurer<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et \u00e0 <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">orchestrer<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> les transformations de mani\u00e8re logique et r\u00e9utilisable est l\u2019un de ses grands points forts.<\/span><\/p><p><span style=\"font-weight: 400;\">Les transformations sont organis\u00e9es sous forme de <strong>projets<\/strong>, o\u00f9 chaque composant est versionn\u00e9, test\u00e9 et document\u00e9.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">De plus, DBT s\u2019int\u00e8gre facilement avec <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/data-warehouse\">les entrep\u00f4ts de donn\u00e9es<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> modernes comme <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/snowflake\">Snowflake<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/google-bigquery-tout-savoir\">BigQuery<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/connaissez-vous-amazon-redshift\">Redshift<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">C\u2019est ce qui en fait un <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">choix tr\u00e8s populaire<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> pour les entreprises cherchant \u00e0 optimiser leur <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/pipeline-de-donnees\">pipeline de donn\u00e9es<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> !<\/span><\/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-8208406 elementor-widget elementor-widget-image\" data-id=\"8208406\" 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\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_1.jpg\" class=\"attachment-full size-full wp-image-249903\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_1.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_1-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_1-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\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-11a5a01 e-flex e-con-boxed e-con\" data-id=\"11a5a01\" 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-570fedf elementor-widget elementor-widget-heading\" data-id=\"570fedf\" 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\">Pourquoi apprendre \u00e0 manier DBT ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7c3870 elementor-widget elementor-widget-text-editor\" data-id=\"d7c3870\" 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><span style=\"font-weight: 400;\">Apprendre DBT pr\u00e9sente plusieurs avantages pour les professionnels des donn\u00e9es. Il permet d\u2019<a href=\"https:\/\/datascientest.com\/formation-sql-tout-savoir\">am\u00e9liorer massivement vos comp\u00e9tences en SQL<\/a>, en transformant ce langage en un puissant outil de <strong>mod\u00e9lisation des donn\u00e9es<\/strong>.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Vous pourrez d\u00e9couvrir comment <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">structurer vos requ\u00eates de mani\u00e8re plus modulable et scalable<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, ce qui facilite la gestion et l\u2019\u00e9volution des projets de donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, cet outil contribue \u00e0 l\u2019optimisation des <a href=\"https:\/\/datascientest.com\/extract-transform-load-tout-savoir\">processus ETL<\/a> en r\u00e9duisant la complexit\u00e9 et en am\u00e9liorant la transparence des transformations.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Gr\u00e2ce \u00e0 ses fonctionnalit\u00e9s de documentation et de testing int\u00e9gr\u00e9es, il favorise une meilleure <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">collaboration<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> entre les membres de l\u2019\u00e9quipe et garantit que tous travaillent avec une compr\u00e9hension claire et partag\u00e9e des <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">transformations de donn\u00e9es<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/p><p><span style=\"font-weight: 400;\">C\u2019est \u00e9galement un instrument incontournable pour ceux cherchant \u00e0 <strong>automatiser<\/strong> et \u00e0 industrialiser leurs pipelines de donn\u00e9es.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">En le ma\u00eetrisant, les professionnels peuvent non seulement <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">gagner en efficacit\u00e9<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, mais aussi garantir la qualit\u00e9 et la coh\u00e9rence des donn\u00e9es transform\u00e9es. C\u2019est un atout majeur pour toute entreprise <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/data-driven-tout-savoir\">data-driven<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/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-0bff4f2 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"0bff4f2\" 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\/formations-data\">\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\">Se former \u00e0 l'utilisation de dbt<\/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-6055013 e-flex e-con-boxed e-con\" data-id=\"6055013\" 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-3d85f07 elementor-widget elementor-widget-heading\" data-id=\"3d85f07\" 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\">Quel est le contenu type d\u2019une formation DBT ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3441670 elementor-widget elementor-widget-text-editor\" data-id=\"3441670\" 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><span style=\"font-weight: 400;\">La formation commence g\u00e9n\u00e9ralement par une introduction aux <strong>concepts fondamentaux<\/strong>. Les participants apprennent \u00e0 installer et configurer DBT, \u00e0 cr\u00e9er un projet, et \u00e0 structurer les dossiers et fichiers de mani\u00e8re ad\u00e9quate.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">L\u2019installation peut s\u2019effectuer sur environnement local ou sur le Cloud, et la configuration concerne notamment les connexions \u00e0 l\u2019entrep\u00f4t de donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Par la suite, le programme couvre les \u00e9l\u00e9ments de base tels que les mod\u00e8les, les sources, les tests et les snapshots.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Vous d\u00e9couvrirez notamment comment <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">\u00e9crire des mod\u00e8les SQL dans DBT<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, comment les tester, et comment les organiser en couches logiques pour cr\u00e9er des transformations efficaces.<\/span><\/p><p><span style=\"font-weight: 400;\">Une fois ces bases ma\u00eetris\u00e9es, les formations DBT abordent g\u00e9n\u00e9ralement des techniques avanc\u00e9es permettant d\u2019exploiter pleinement les capacit\u00e9s de l\u2019outil.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Les macros, \u00e9crites en utilisant <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Jinja<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, permettent par exemple <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">d\u2019automatiser et de r\u00e9utiliser des morceaux de code SQL<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">. Ceci permet de r\u00e9duire la duplication de code et de simplifier les transformations complexes.<\/span><\/p><p><span style=\"font-weight: 400;\">Une autre notion \u00e0 aborder est celle du <strong>d\u00e9bogage<\/strong> et de la <strong>gestion des erreurs<\/strong> dans les mod\u00e8les. Vous d\u00e9couvrirez des outils et des m\u00e9thodes permettant de mener ces t\u00e2ches \u00e0 bien.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">En outre, DBT permet aussi d\u2019optimiser les transformations \u00e0 l\u2019aide de techniques comme la <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">cr\u00e9ation de mod\u00e8les mat\u00e9rialis\u00e9s<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, la <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">gestion des d\u00e9pendances<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, et <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/cinq-requetes-sql-a-connaitre\">l\u2019optimisation des requ\u00eates SQL<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> pour des performances maximales.<\/span><\/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-a5bc158 elementor-widget elementor-widget-image\" data-id=\"a5bc158\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_2.jpg\" class=\"attachment-full size-full wp-image-249910\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_2.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_2-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_2-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-009124f elementor-widget elementor-widget-text-editor\" data-id=\"009124f\" 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><span style=\"font-weight: 400;\">Au-del\u00e0 de ces diff\u00e9rentes fonctionnalit\u00e9s, une <strong>formation de qualit\u00e9<\/strong> permet de d\u00e9couvrir les meilleures pratiques. Elle peut notamment insister sur l\u2019importance de structurer les projets, afin de faciliter leur maintenance et leur \u00e9volutivit\u00e9.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Cette structuration passe notamment par l&rsquo;organisation des mod\u00e8les en diff\u00e9rentes couches (staging, mart\u2026) et l\u2019utilisation judicieuse des d\u00e9pendances entre mod\u00e8les.<\/span><\/p><p><span style=\"font-weight: 400;\">De m\u00eame, la documentation est n\u00e9cessaire pour garantir que les transformations soient compr\u00e9hensibles et transparentes. Vous apprendrez comment utiliser <strong>les fonctionnalit\u00e9s de DBT<\/strong> pour cr\u00e9er des descriptions claires et concises des transformations.<\/span><\/p><p><span style=\"font-weight: 400;\">Vous d\u00e9couvrirez aussi comment \u00e9crire des tests pour valider la qualit\u00e9 des donn\u00e9es, et garantir la fiabilit\u00e9 des transformations.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Pour faciliter la collaboration, le versionnage et le d\u00e9ploiement des projets de mani\u00e8re s\u00e9curis\u00e9e, le programme peut aussi expliquer comment <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">int\u00e9grer DBT avec Git<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Tous ces diff\u00e9rents points permettent de <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">manier Data Build Tool<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et de l\u2019int\u00e9grer efficacement dans un environnement de travail ax\u00e9 sur les donn\u00e9es !<\/span><\/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-c7f08f5 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"c7f08f5\" 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\/formations-data\">\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\">Approfondir dbt<\/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-7e58c98 e-flex e-con-boxed e-con\" data-id=\"7e58c98\" 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-2a895cc elementor-widget elementor-widget-heading\" data-id=\"2a895cc\" 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\">Comment se former \u00e0 Data Build Tool ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9999680 elementor-widget elementor-widget-text-editor\" data-id=\"9999680\" 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><span style=\"font-weight: 400;\">Le meilleur moyen d\u2019apprendre \u00e0 utiliser DBT est de suivre une <strong>formation en ligne<\/strong> comme celle que vous propose DataScientest.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Ceci permet non seulement de d\u00e9couvrir les fonctionnalit\u00e9s de bases et les techniques plus avanc\u00e9es, mais aussi de <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">prendre en main l\u2019outil<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> gr\u00e2ce \u00e0 une p\u00e9dagogie ax\u00e9e sur la pratique.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour compl\u00e9ter ce cursus, vous pouvez consulter la <strong>documentation<\/strong> exhaustive disponible sur le site officiel de Data Build Tool.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Vous y trouverez des tutoriels, des guides de prise en main, ou encore des exemples de code. Ces ressources sont r\u00e9guli\u00e8rement mises \u00e0 jour pour refl\u00e9ter les <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">derni\u00e8res fonctionnalit\u00e9s<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, ce qui en fait une r\u00e9f\u00e9rence incontournable.<\/span><\/p><p><span style=\"font-weight: 400;\">En parall\u00e8le, de nombreux <strong>webinaires<\/strong> et <strong>ateliers<\/strong> en ligne sont organis\u00e9s par la communaut\u00e9 DBT et par des experts en donn\u00e9es. Ces \u00e9v\u00e9nements sont l\u2019occasion d\u2019acqu\u00e9rir des comp\u00e9tences suppl\u00e9mentaires, et d\u2019interagir avec des professionnels du secteur ou d\u2019\u00e9changer des id\u00e9es.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">La <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">communaut\u00e9 DBT<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> est d\u2019ailleurs l\u2019une des plus dynamiques dans le domaine de la data, et offre un soutien pr\u00e9cieux aux utilisateurs \u00e0 tous les stades de leur apprentissage.<\/span><\/p><p><span style=\"font-weight: 400;\">Elle est active sur plusieurs plateformes telles que <strong>Slack<\/strong>, <strong>Reddit<\/strong> ou <a href=\"https:\/\/datascientest.com\/stack-overflow-tout-savoir\">Stack Overflow<\/a>. Sur ces forums, vous pouvez poser vos questions ou partager vos exp\u00e9riences et trouver des solutions aux d\u00e9fis que vous rencontrez.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Souvent tr\u00e8s r\u00e9actifs et pr\u00eats \u00e0 aider, les membres de la communaut\u00e9 vous aideront \u00e0 surmonter les obstacles techniques ou conceptuels.<\/span><\/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-54a8518 elementor-widget elementor-widget-image\" data-id=\"54a8518\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_3.jpg\" class=\"attachment-full size-full wp-image-249914\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_3.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_3-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_3-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\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-b5ddcd1 e-flex e-con-boxed e-con\" data-id=\"b5ddcd1\" 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-ceb0cdb elementor-widget elementor-widget-heading\" data-id=\"ceb0cdb\" 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\">Les certifications DBT : des s\u00e9sames \u00e0 poss\u00e9der absolument<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb6e86c elementor-widget elementor-widget-text-editor\" data-id=\"cb6e86c\" 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><span style=\"font-weight: 400;\">Plusieurs certifications permettent de valider vos comp\u00e9tences sur Data Build Tool. La plus r\u00e9put\u00e9e est la <strong>DBT Developer Certification<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">En suivant une formation, vous pourrez vous pr\u00e9parer \u00e0 passer l\u2019examen. Celui-ci couvre une large gamme de sujets tels que la <strong>mod\u00e9lisation des donn\u00e9es<\/strong>, l\u2019<strong>optimisation des performances<\/strong> ou la <strong>gestion des projets DBT<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">Obtenir cette certification peut renforcer votre cr\u00e9dibilit\u00e9 professionnelle et vous ouvrir de <strong>nouvelles opportunit\u00e9s de carri\u00e8re<\/strong>. Lors d\u2019un entretien d\u2019embauche, elle peut vous permettre de d\u00e9montrer votre <strong>ma\u00eetrise avanc\u00e9e de l\u2019outil<\/strong> et de vous distinguer des autres candidats !<\/span><\/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-4e383ff elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"4e383ff\" 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\/formations-data\">\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\">Devenir expert sur dbt<\/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-203dbdc e-flex e-con-boxed e-con\" data-id=\"203dbdc\" 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-60c8869 elementor-widget elementor-widget-heading\" data-id=\"60c8869\" 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\">De nombreux avantages pour les entreprises<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f62f0b elementor-widget elementor-widget-text-editor\" data-id=\"6f62f0b\" 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><span style=\"font-weight: 400;\">Comme nous l\u2019avons \u00e9voqu\u00e9 pr\u00e9c\u00e9demment, la <strong>ma\u00eetrise de DBT<\/strong> est de plus en plus recherch\u00e9e par les employeurs dans le domaine de la data.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Que vous soyez analyste, ing\u00e9nieur de donn\u00e9es ou Data Scientist, manier cet outil peut vous permettre d\u2019<\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">acc\u00e9der \u00e0 des r\u00f4les plus avanc\u00e9s et mieux r\u00e9mun\u00e9r\u00e9s<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour cause, les employ\u00e9s form\u00e9s \u00e0 DBT apportent un grand avantage aux entreprises. Cet outil peut leur permettre de standardiser et de documenter les transformations de donn\u00e9es, am\u00e9liorant <strong>la qualit\u00e9 et la coh\u00e9rence des donn\u00e9es<\/strong> utilis\u00e9es pour l\u2019analyse.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Les \u00e9quipes sont en mesure de cr\u00e9er des pipelines de donn\u00e9es plus robustes, r\u00e9duisant les risques d\u2019erreurs et augmentant <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">la fiabilit\u00e9 des insights<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> produits.<\/span><\/p><p><span style=\"font-weight: 400;\">En optimisant les processus de transformation des donn\u00e9es, il devient aussi possible de <strong>r\u00e9duire les co\u00fbts<\/strong> associ\u00e9s \u00e0 la gestion.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Les entreprises peuvent ainsi r\u00e9allouer les ressources \u00e9conomis\u00e9es \u00e0 d\u2019autres projets strat\u00e9giques, tout en augmentant <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">la rentabilit\u00e9 des op\u00e9rations<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> li\u00e9es aux donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, en permettant \u00e0 plusieurs utilisateurs de travailler ensemble sur des projets de transformation, <strong>DBT favorise la collaboration<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Il garantit \u00e9galement une version contr\u00f4l\u00e9e et document\u00e9e \u00e0 chaque \u00e9tape, et cette collaboration se traduit par une <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">meilleure coordination entre les \u00e9quipes<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, une <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">communication plus fluide<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et des projets plus r\u00e9ussis.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Financer la formation de ses employ\u00e9s \u00e0 DBT peut donc \u00eatre un excellent investissement strat\u00e9gique pour une entreprise.<\/span><\/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-161c1ff elementor-widget elementor-widget-image\" data-id=\"161c1ff\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_4.jpg\" class=\"attachment-full size-full wp-image-249915\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_4.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_4-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest_4-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\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-3cd6b1b e-flex e-con-boxed e-con\" data-id=\"3cd6b1b\" 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-2f29301 elementor-widget elementor-widget-heading\" data-id=\"2f29301\" 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\">Conclusion : la formation DBT, un solide atout pour les professionnels de la Data<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f84e87 elementor-widget elementor-widget-text-editor\" data-id=\"1f84e87\" 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><span style=\"font-weight: 400;\">En offrant une solution puissante et flexible pour la <strong>transformation des donn\u00e9es<\/strong>, DBT s\u2019impose comme un outil indispensable dans l\u2019univers de la data.<\/span><\/p><p><span style=\"font-weight: 400;\">Il permet aux professionnels d\u2019<strong>am\u00e9liorer la qualit\u00e9, la coh\u00e9rence et l\u2019efficacit\u00e9 des pipelines<\/strong>. C\u2019est une v\u00e9ritable avanc\u00e9e dans la mani\u00e8re dont les donn\u00e9es sont trait\u00e9es, mod\u00e9lis\u00e9es et utilis\u00e9es pour g\u00e9n\u00e9rer des <strong>insights<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Afin d\u2019apprendre \u00e0 manier Data Build Tool et tous les meilleurs outils de science des donn\u00e9es, vous pouvez <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">choisir DataScientest<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Nos formations \u00e0 distance vous proposent une <strong>p\u00e9dagogie centr\u00e9e sur la pratique<\/strong>, et vous permettront d\u2019acqu\u00e9rir toutes les comp\u00e9tences requises pour exercer <a href=\"https:\/\/datascientest.com\/les-metiers-de-la-data\">les m\u00e9tiers de la Data Scienc<\/a>e.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">\u00c0 travers nos diff\u00e9rents programmes, vous pourrez <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">acqu\u00e9rir l\u2019expertise n\u00e9cessaire<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> pour <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/formation-data-analyst\">devenir Data Analyst<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/formation-data-engineer\">Data Engineer<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> ou encore <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/formation-data-scientist\">Data Scientist<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Nos cursus se compl\u00e8tent en <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/definition-bootcamp\">BootCamp<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/formations-alternance\">alternance<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> ou <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/apprentissage-continu-tout-savoir\">formation continue<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et permettent de recevoir un dipl\u00f4me reconnu ainsi qu\u2019une certification professionnelle. <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">D\u00e9couvrez DataScientest !<\/strong><\/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-4f9ed05 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"4f9ed05\" 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\/formations-data\">\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\">Commencer la formation DBT<\/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-b080f4e e-flex e-con-boxed e-con\" data-id=\"b080f4e\" 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-fc406a7 elementor-widget elementor-widget-html\" data-id=\"fc406a7\" 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\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Qu'est-ce que DBT (Data Build Tool) ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"DBT est un outil de transformation des donn\u00e9es qui permet aux \u00e9quipes de data engineering et d'analytics de transformer, nettoyer, et organiser leurs donn\u00e9es en utilisant du SQL.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Pourquoi suivre une formation sur DBT ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Cette formation permet de ma\u00eetriser l'automatisation des processus de transformation de donn\u00e9es, d'am\u00e9liorer l'efficacit\u00e9 des flux de travail en data engineering, et d'acqu\u00e9rir des comp\u00e9tences recherch\u00e9es par les entreprises dans la gestion de la cha\u00eene de transformation des donn\u00e9es.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quels sont les principaux avantages de DBT ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"DBT facilite la gestion des mod\u00e8les SQL, automatise les processus de transformation des donn\u00e9es, permet une meilleure collaboration entre \u00e9quipes, et assure une grande transparence sur la qualit\u00e9 des donn\u00e9es.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"\u00c0 qui s'adresse cette formation ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"La formation est destin\u00e9e aux data analysts, data engineers, et aux professionnels travaillant dans le domaine de la gestion des donn\u00e9es souhaitant am\u00e9liorer leurs comp\u00e9tences en transformation de donn\u00e9es.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\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>Une formation DBT vous permettra d\u2019apprendre \u00e0 ma\u00eetriser Data Build Tool, l\u2019un des outils open source incontournables pour les professionnels de l\u2019analyse de donn\u00e9es ! D\u00e9couvrez pourquoi et comment acqu\u00e9rir cette qualification ! Au sein des entreprises, les donn\u00e9es sont d\u00e9sormais au c\u0153ur de la prise de d\u00e9cision. Par cons\u00e9quent, les outils permettant de transformer [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":249840,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417,2497],"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>Formation dbt (data build tool) : ma\u00eetrisez l&#039;outil de transformation des donn\u00e9es !<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez les avantages de la formation DBT (Data Build Tool) : am\u00e9liorez vos comp\u00e9tences en gestion et manipulation de donn\u00e9es.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/formation-dbt\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Formation dbt (data build tool) : ma\u00eetrisez l&#039;outil de transformation des donn\u00e9es !\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/formation-dbt\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-30T09:32:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-09T12:54:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/data_build_tool_datascientest.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"686\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Estelle Molto\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Estelle Molto\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/formation-dbt\",\"url\":\"https:\/\/datascientest.com\/formation-dbt\",\"name\":\"Formation dbt (data build tool) : ma\u00eetrisez l'outil de transformation des donn\u00e9es !\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2023-08-30T09:32:00+00:00\",\"dateModified\":\"2024-10-09T12:54:14+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/36bdc09753f297b186a7dad94bd7a226\"},\"description\":\"D\u00e9couvrez les avantages de la formation DBT (Data Build Tool) : am\u00e9liorez vos comp\u00e9tences en gestion et manipulation de donn\u00e9es.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/formation-dbt\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/36bdc09753f297b186a7dad94bd7a226\",\"name\":\"Estelle Molto\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1694177433052.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1694177433052.jpeg\",\"caption\":\"Estelle Molto\"},\"description\":\"Estelle Molto est Head Career Manager chez DataScientest, sp\u00e9cialis\u00e9e dans le coaching RH et l'organisation d'\u00e9v\u00e9nements de recrutement. 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