{"id":250539,"date":"2023-09-02T11:18:00","date_gmt":"2023-09-02T11:18:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=250539"},"modified":"2024-09-02T11:18:42","modified_gmt":"2024-09-02T11:18:42","slug":"formation-data-automation","status":"publish","type":"post","link":"https:\/\/datascientest.com\/formation-data-automation","title":{"rendered":"Formation Data Automation : apprenez \u00e0 automatiser l&rsquo;analyse de donn\u00e9es"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"250539\" class=\"elementor elementor-250539\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d796c0b e-flex e-con-boxed e-con\" data-id=\"d796c0b\" 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-b42bdb4 elementor-widget elementor-widget-heading\" data-id=\"b42bdb4\" 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 en Data Automation vous permettra d\u2019apprendre \u00e0 ma\u00eetriser les diff\u00e9rents outils et techniques permettant d\u2019automatiser tout le processus d\u2019analyse de donn\u00e9es ! D\u00e9couvrez tout ce qu\u2019il faut savoir sur ce type de cursus, qui peut propulser votre carri\u00e8re vers de nouveaux horizons !<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6173a5 elementor-widget elementor-widget-text-editor\" data-id=\"a6173a5\" 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;\">Toutes les entreprises exploitent d\u00e9sormais les donn\u00e9es, afin d\u2019optimiser leurs processus et d\u2019am\u00e9liorer leur prise de d\u00e9cision. Comme le disent souvent les experts, <a href=\"https:\/\/datascientest.com\/le-big-data-pour-les-nuls\">la data est devenue le nouveau p\u00e9trole<\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">Cependant, maintenant que cette pratique s\u2019est d\u00e9mocratis\u00e9e, l\u2019analyse manuelle ne suffit plus pour se distinguer de la concurrence. Et face \u00e0 <strong>l\u2019explosion du volume de donn\u00e9es<\/strong>, il s\u2019agit aujourd\u2019hui d\u2019une t\u00e2che fastidieuse.<\/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 pr\u00e9sent, un nouveau levier gagne en popularit\u00e9 et permet \u00e0 la fois aux entreprises de tirer leur \u00e9pingle du jeu et d\u2019acc\u00e9l\u00e9rer leurs initiatives analytiques : la Data Automation, ou <\/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);\">automatisation des 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;\">Cette approche consiste \u00e0 <strong>utiliser des technologies avanc\u00e9es pour collecter, traiter et analyser des volumes massifs de donn\u00e9es<\/strong> sans intervention humaine.<\/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);\">Elle permet non seulement d\u2019\u00e9conomiser un temps pr\u00e9cieux, mais aussi de r\u00e9duire les erreurs et de gagner en efficacit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois, pour exploiter pleinement tous ces avantages, ma\u00eetriser les outils et techniques est indispensable. Le meilleur moyen d\u2019acqu\u00e9rir cette expertise est de suivre une <strong>formation<\/strong> !<\/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-dbe0694 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"dbe0694\" 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\">Tout savoir de la Data Automation<\/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-f909272 e-flex e-con-boxed e-con\" data-id=\"f909272\" 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-561bcec elementor-widget elementor-widget-heading\" data-id=\"561bcec\" 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\">Qu\u2019est-ce que la Data Automation ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-079151a elementor-widget elementor-widget-text-editor\" data-id=\"079151a\" 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;\">L\u2019id\u00e9e principale de la Data Automation est de <strong>minimiser l\u2019intervention humaine<\/strong> dans les processus de gestion des donn\u00e9es, en s\u2019appuyant sur des technologies capables de traiter des t\u00e2ches r\u00e9p\u00e9titives et complexes de mani\u00e8re autonome.<\/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);\">Concr\u00e8tement, il s\u2019agit 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);\">automatiser la collecte des 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);\">, leur transformation en informations exploitables, et leur transfert vers les syst\u00e8mes d\u2019analyse ou de stockage appropri\u00e9s.<\/span><\/p><p><span style=\"font-weight: 400;\">Tr\u00e8s souvent, <a href=\"https:\/\/datascientest.com\/dataflow-power-bi\">les outils d\u2019ETL (Extract, Transform, Load)<\/a> sont au c\u0153ur de ce processus. Ils permettent de manipuler et de transf\u00e9rer les donn\u00e9es entre diff\u00e9rentes bases de donn\u00e9es de mani\u00e8re fluide et efficace.<\/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);\">Parall\u00e8lement, des technologies comme <\/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);\">le RPA (Robotic Process Automation)<\/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 d\u2019automatiser des t\u00e2ches r\u00e9p\u00e9titives au sein des processus m\u00e9tier. Ceci va de l\u2019extraction des donn\u00e9es, \u00e0 leur entr\u00e9e dans des syst\u00e8mes de gestion.<\/span><\/p><p><span style=\"font-weight: 400;\">En raison de ses <strong>nombreux avantages<\/strong>, la Data Automation trouve des applications dans de nombreux secteurs d\u2019activit\u00e9. <a href=\"https:\/\/datascientest.com\/intelligence-artificielle-et-finance\">Dans le domaine de la finance<\/a>, par exemple, on l\u2019utilise pour automatiser le traitement des transactions, la g\u00e9n\u00e9ration de rapports ou encore la d\u00e9tection de fraudes.<\/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\/business-intelligence-et-marketing-digital\">Dans le marketing<\/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);\">, elle permet de g\u00e9rer des campagnes publicitaires, de segmenter des audiences, et d\u2019analyser le comportement des consommateurs en temps r\u00e9el.<\/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-f4f2bcb elementor-widget elementor-widget-image\" data-id=\"f4f2bcb\" 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=\"524\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_1.jpg\" class=\"attachment-full size-full wp-image-250604\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_1.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_1-300x175.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_1-768x447.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-4e3a134 elementor-widget elementor-widget-text-editor\" data-id=\"4e3a134\" 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;\"><a href=\"https:\/\/datascientest.com\/supply-chain-et-data-science-destins-lies\">Cette pratique se r\u00e9v\u00e8le aussi tr\u00e8s utile pour la cha\u00eene d\u2019approvisionnement<\/a>, en permettant d\u2019optimiser la gestion des stocks, la logistique, et les pr\u00e9visions de la demande.<\/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);\">Des entreprises de renom ont d\u2019ailleurs adopt\u00e9 la Data Automation pour transformer leurs op\u00e9rations, \u00e0 l\u2019instar d\u2019Amazon pour la gestion de ses entrep\u00f4ts. Il s\u2019agit donc bel et bien 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);\">un outil strat\u00e9gique incontournable<\/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>\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-d7ff276 e-flex e-con-boxed e-con\" data-id=\"d7ff276\" 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-9402c80 elementor-widget elementor-widget-heading\" data-id=\"9402c80\" 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\">Quelles connaissances acqu\u00e9rir via une formation ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd82558 elementor-widget elementor-widget-text-editor\" data-id=\"cd82558\" 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;\">\u00c0 travers <strong>une formation d\u00e9di\u00e9e \u00e0 la Data Automation<\/strong>, vous pourrez comprendre les technologies et les concepts fondamentaux n\u00e9cessaires \u00e0 l\u2019automatisation des donn\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);\">Vous apprendrez \u00e0 <\/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\/theorie-des-langages-de-programmation\">ma\u00eetriser les langages de programmation comme Python et 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);\">, essentiels pour 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);\">manipulation<\/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 l\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);\">analyse des 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;\">Le programme couvre aussi les outils d\u2019ETL comme <strong>Apache NiFi<\/strong> ou <a href=\"https:\/\/datascientest.com\/talend\">Talend<\/a>, permettant de d\u00e9placer et transformer des donn\u00e9es entre diff\u00e9rents syst\u00e8mes.<\/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 aborde aussi des <\/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-science-vs-businessi-intelligence\">concepts avanc\u00e9s du Big Data<\/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);\">, permettant aux \u00e9tudiants de 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);\">g\u00e9rer et exploiter des volumes massifs 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;\">De m\u00eame, le <strong>Machine Learning<\/strong> peut servir \u00e0 automatiser les d\u00e9cisions bas\u00e9es sur des mod\u00e8les pr\u00e9dictifs. Forts de cette base technique solide, les apprenants seront en mesure de concevoir et d\u2019impl\u00e9menter des solutions efficaces.<\/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-a1ec596 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"a1ec596\" 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 la Data Automation<\/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-c0318f7 e-flex e-con-boxed e-con\" data-id=\"c0318f7\" 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-6e17f06 elementor-widget elementor-widget-heading\" data-id=\"6e17f06\" 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\">Un alliage de comp\u00e9tences techniques et de qualit\u00e9s personnelles<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e7758b elementor-widget elementor-widget-text-editor\" data-id=\"5e7758b\" 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;\">Bien \u00e9videmment, les connaissances th\u00e9oriques ne suffisent pas. Une <strong>formation sp\u00e9cialis\u00e9e<\/strong> met aussi l\u2019accent sur les comp\u00e9tences pratiques.<\/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 serez par exemple amen\u00e9 \u00e0 cr\u00e9er 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);\">scripts d\u2019automatisation<\/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 traiter les donn\u00e9es en temps r\u00e9el, ou \u00e0 optimiser les processus m\u00e9tier en utilisant des outils comme les API et les plateformes de Cloud.<\/span><\/p><p><span style=\"font-weight: 400;\">Une autre aptitude \u00e0 acqu\u00e9rir est la conception de pipelines de donn\u00e9es efficaces, visant \u00e0 <strong>automatiser tout le flux de donn\u00e9es<\/strong>. Ce sont ces comp\u00e9tences qui permettent de transformer rapidement les donn\u00e9es brutes en informations exploitables !<\/span><\/p><p><span style=\"font-weight: 400;\">Les \u00e9tudiants acqui\u00e8rent aussi la capacit\u00e9 de <strong>d\u00e9ployer des syst\u00e8mes de Data Automation<\/strong> dans des environnements de production, en assurant leur maintien et leur \u00e9volution au fil du temps.<\/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 parall\u00e8le, un tel cursus permet aussi de d\u00e9velopper des \u00ab Soft Skills \u00bb tels que <\/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);\">l\u2019analyse critique et la r\u00e9solution de probl\u00e8mes complexes<\/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 les rend aptes \u00e0 identifier les points d\u2019automatisation potentiels les plus pertinents.<\/span><\/p><p><span style=\"font-weight: 400;\">Une autre qualit\u00e9 importante est l\u2019adaptabilit\u00e9, car <strong>les technologies d\u2019automatisation<\/strong> \u00e9voluent rapidement. Les professionnels doivent donc \u00eatre capables de s\u2019ajuster aux nouvelles tendances et outils.<\/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 communication est aussi indispensable, notamment pour collaborer avec d\u2019autres d\u00e9partements pour comprendre leurs besoins et leur fournir des solutions adapt\u00e9es !<\/span><\/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-29092bc e-flex e-con-boxed e-con\" data-id=\"29092bc\" 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-64349b0 elementor-widget elementor-widget-heading\" data-id=\"64349b0\" 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\">La structure typique d\u2019une formation Data Automation ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5a706a elementor-widget elementor-widget-text-editor\" data-id=\"b5a706a\" 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 g\u00e9n\u00e9ral, une formation en Data Automation commence par des modules de base destin\u00e9s \u00e0 \u00e9tablir <strong>les fondations<\/strong>. Les apprenants sont tout d\u2019abord introduits aux bases de donn\u00e9es et \u00e0 la gestion de donn\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);\">Ils explorent des concepts comme <\/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 structures 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><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 mod\u00e8les relationnels<\/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\/sql3-nouvelle-generation-langage-requete\">le langage 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);\"> afin d\u2019interroger et de manipuler les bases de 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-d284c65 elementor-widget elementor-widget-image\" data-id=\"d284c65\" 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=\"777\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_2.jpg\" class=\"attachment-full size-full wp-image-250605\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_2.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_2-300x259.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_2-768x663.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-7d63845 elementor-widget elementor-widget-text-editor\" data-id=\"7d63845\" 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;\">Par la suite, ils d\u00e9couvrent les outils d\u2019automatisation, avec une attention particuli\u00e8re port\u00e9e sur <strong>les scripts en Python<\/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);\">Les biblioth\u00e8ques de ce langage, comme Pandas pour le traitement de donn\u00e9es, sont \u00e9galement au c\u0153ur du programme. C\u2019est aussi le cas des plateformes d\u2019automatisation, comme <\/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);\">UiPath<\/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);\"> ou <\/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);\">Automation Anywhere<\/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;\">Ces premiers modules sont indispensables pour s\u2019assurer que tous les participants, quel que soit leur niveau initial, comprennent toutes les bases requises pour progresser vers des sujets plus complexes.<\/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);\">Dans un second temps, les modules avanc\u00e9s plongent les participants dans 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);\">aspects plus techniques et sp\u00e9cialis\u00e9s de la Data Automation<\/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;\">Un des \u00e9l\u00e9ments centraux est la conception de pipelines de donn\u00e9es, o\u00f9 les apprenants d\u00e9couvrent comment automatiser l\u2019int\u00e9gration et le traitement de donn\u00e9es provenant de diff\u00e9rentes sources.<\/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 <\/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);\">concepts comme le ETL<\/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);\"> sont explor\u00e9s en profondeur, avec des applications pratiques sur des plateformes <\/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-apache-airflow\">Apache Airflow<\/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><p><span style=\"font-weight: 400;\">C\u2019est aussi \u00e0 cette \u00e9tape que les apprenants d\u00e9couvrent <strong>comment appliquer le Machine Learning pour l\u2019automatisation des d\u00e9cisions<\/strong>, en entra\u00eenant des mod\u00e8les sur des donn\u00e9es historiques pour automatiser les pr\u00e9dictions.<\/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 terminer, la formation se conclut g\u00e9n\u00e9ralement par <\/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);\">un projet final<\/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);\"> qui permet aux participants de mettre en pratique l\u2019ensemble des comp\u00e9tences acquises.<\/span><\/p><p><span style=\"font-weight: 400;\">Il s\u2019agit souvent de <strong>la cr\u00e9ation d\u2019une solution de Data Automation compl\u00e8te<\/strong>, en respectant les contraintes sp\u00e9cifiques du monde r\u00e9el.<\/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 pr\u00e9pare les \u00e9tudiants \u00e0 travailler sur des cas concrets dans leur environnement professionnel, et permet de s\u2019assurer que les participants sont pr\u00eats \u00e0 appliquer tout ce qu\u2019ils ont appris.<\/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);\">Une fois ce projet valid\u00e9, ils peuvent enfin <\/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);\">obtenir une certification<\/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);\"> attestant de leur ma\u00eetrise de la Data Automation !<\/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-92665af elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"92665af\" 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\">Ma\u00eetriser la Data Automation<\/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-966f62b e-flex e-con-boxed e-con\" data-id=\"966f62b\" 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-84b80e2 elementor-widget elementor-widget-heading\" data-id=\"84b80e2\" 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\">Quels sont les d\u00e9bouch\u00e9s professionnels ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c2a74d elementor-widget elementor-widget-text-editor\" data-id=\"5c2a74d\" 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;\">Suivre une <strong>formation Data Automation<\/strong> peut vous ouvrir la porte \u00e0 de nouvelles opportunit\u00e9s de carri\u00e8re, dans un domaine en pleine expansion.<\/span><\/p><p><span style=\"font-weight: 400;\">Les comp\u00e9tences en Data Automation sont tr\u00e8s demand\u00e9es dans de nombreux secteurs, et peuvent vous permettre d\u2019<strong>am\u00e9liorer votre employabilit\u00e9<\/strong> ou de <strong>pr\u00e9tendre \u00e0 des postes plus sp\u00e9cialis\u00e9s<\/strong> et mieux r\u00e9mun\u00e9r\u00e9s.<\/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);\">M\u00eame avec l\u2019\u00e9volution des technologies, la capacit\u00e9 \u00e0 manipuler les donn\u00e9es et \u00e0 automatiser les processus resteront tr\u00e8s utiles.<\/span><\/p><p><span style=\"font-weight: 400;\">Les d\u00e9bouch\u00e9s sont donc vastes et diversifi\u00e9s. L\u2019un des postes les plus courants apr\u00e8s une formation est celui de <strong>Data Engineer<\/strong>, charg\u00e9 de concevoir et de maintenir des pipelines de donn\u00e9es automatis\u00e9s.<\/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 travaille souvent avec les \u00e9quipes de Data Scientists, pour s\u2019assurer que les donn\u00e9es sont accessibles et pr\u00eates pour l\u2019analyse.<\/span><\/p><p><span style=\"font-weight: 400;\">Un autre poste cl\u00e9 est celui de <strong>Data Analyst<\/strong>, qui utilise les outils d\u2019automatisation pour analyser de grandes quantit\u00e9s de donn\u00e9es et fournir des insights pertinents \u00e0 l\u2019entreprise.<\/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);\">Par ailleurs, 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);\">consultants en automatisation<\/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);\"> sont \u00e9galement en forte demande ! Ils aident les entreprises \u00e0 identifier les processus susceptibles d\u2019\u00eatre automatis\u00e9s, et \u00e0 mettre en \u0153uvre des solutions adapt\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Avec un peu d\u2019exp\u00e9rience, vous pourrez aussi \u00e9voluer vers les r\u00f4les de <strong>manager des projets d\u2019automatisation ou de directeur de l\u2019innovation<\/strong>. Vous aurez alors des responsabilit\u00e9s plus larges dans la gestion d\u2019\u00e9quipes de la strat\u00e9gie technologique de l\u2019entreprise.<\/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 tant qu\u2019entreprise, encourager les employ\u00e9s \u00e0 suivre une formation Data Automation est tr\u00e8s judicieux pour <\/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\u00e9l\u00e9rer les d\u00e9lais de traitement des 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);\"> et am\u00e9liorer la qualit\u00e9 des analyses.<\/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-f0035a3 elementor-widget elementor-widget-image\" data-id=\"f0035a3\" 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=\"486\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_3.jpg\" class=\"attachment-full size-full wp-image-250606\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_3.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_3-300x162.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest_3-768x415.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-0969fc3 e-flex e-con-boxed e-con\" data-id=\"0969fc3\" 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-d159aa6 elementor-widget elementor-widget-heading\" data-id=\"d159aa6\" 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 Data Automation, pour se d\u00e9marquer dans le domaine de la Data Science<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e55922 elementor-widget elementor-widget-text-editor\" data-id=\"7e55922\" 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;\">V\u00e9ritable r\u00e9volution pour la gestion et l&rsquo;exploitation des donn\u00e9es, <strong>la Data Automation <\/strong>permet d\u2019automatiser les processus afin de gagner en efficacit\u00e9 et lib\u00e9rer du temps.<\/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 les professionnels, se former est une opportunit\u00e9 strat\u00e9gique 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);\">se doter de comp\u00e9tences tr\u00e8s recherch\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);\"> et 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);\">se positionner en tant qu\u2019acteur cl\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);\"> de la transformation num\u00e9rique.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Que ce soit pour optimiser des processus existants, innover au sein d\u2019une organisation ou se r\u00e9orienter vers une <strong>carri\u00e8re \u00e0 forte demande<\/strong>, une formation peut vous ouvrir de nombreuses portes !<\/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 de devenir expert en Data Automation, vous pouvez <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">choisir les formations DataScientest<\/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);\">. Nos diff\u00e9rents cursus vous permettront d\u2019acqu\u00e9rir toutes les aptitudes requises pour <\/span><a href=\"https:\/\/datascientest.com\/quels-sont-les-metiers-de-la-data-les-mieux-payes-en-2023\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">exercer les m\u00e9tiers de la Data Science<\/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);\"> comme <\/span><a href=\"https:\/\/datascientest.com\/meilleures-formations-data-scientist-france\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">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><a href=\"https:\/\/datascientest.com\/meilleures-formations-data-analyst\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">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);\"> ou <\/span><a href=\"https:\/\/datascientest.com\/meilleures-formations-data-engineer\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">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);\"> !<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vous apprendrez \u00e0 manier les outils de Data Automation, mais aussi <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">le langage Python<\/a>, <a href=\"https:\/\/datascientest.com\/seaborn-tout-savoir\">les logiciels de DataViz<\/a>, <a href=\"https:\/\/datascientest.com\/r-cnn-ou-region-based-convolutional-network\">le Machine Learning<\/a>, <a href=\"https:\/\/datascientest.com\/power-bi-vs-tableau-vs-qlik\">les solutions de Business Intelligence<\/a>, et les diff\u00e9rentes techniques d\u2019analyse de donn\u00e9es.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c0 la fin du parcours, vous recevrez <strong>un dipl\u00f4me reconnu par l\u2019\u00c9tat et une certification professionnelle<\/strong>. Gr\u00e2ce \u00e0 notre p\u00e9dagogie tourn\u00e9e vers la pratique, vous serez fin pr\u00eat \u00e0 travailler en entreprise et \u00e0 <a href=\"https:\/\/datascientest.com\/combler-le-manque-dimagerie-medicale-avec-la-data-science\">faire face aux d\u00e9fis de la Data Science<\/a>.<\/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);\">Toutes nos formations s\u2019effectuent \u00e0 distance en <\/span><a href=\"https:\/\/datascientest.com\/declaration-revenu-en-alternance\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">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);\">, <\/span><a href=\"https:\/\/datascientest.com\/apprentissage-continu-tout-savoir\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">continu<\/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 sous forme de <\/span><a href=\"https:\/\/datascientest.com\/definition-bootcamp\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">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);\"> intensif. <\/span><a href=\"https:\/\/datascientest.com\/financer-sa-formation-en-data-avec-le-cpf\" style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: rgb(255, 255, 255);\">Notre organisme est \u00e9ligible au financement via le CPF<\/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 France Travail. <\/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 vite 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-f2c9115 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"f2c9115\" 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\">D\u00e9couvrir nos formations en Data Science<\/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<div class=\"elementor-element elementor-element-2fed652 elementor-widget elementor-widget-text-editor\" data-id=\"2fed652\" 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;\">Vous savez tout sur la formation Data Automation. Pour plus d\u2019informations sur le m\u00eame sujet, d\u00e9couvrez <a href=\"https:\/\/datascientest.com\/extract-transform-load-tout-savoir\">notre dossier complet sur l\u2019ETL<\/a>, et <a href=\"https:\/\/datascientest.com\/quest-ce-la-dataviz-le-point-avec-nos-data-experts\">notre dossier sur la DataViz<\/a>.<\/span><\/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-c463d2b e-flex e-con-boxed e-con\" data-id=\"c463d2b\" 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-013ba73 elementor-widget elementor-widget-html\" data-id=\"013ba73\" 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 la Data Automation ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"La Data Automation, ou automatisation des donn\u00e9es, est le processus d'utilisation de technologies et d'outils pour automatiser la collecte, le nettoyage, le traitement, et l'analyse des donn\u00e9es. Cela permet de r\u00e9duire les t\u00e2ches manuelles r\u00e9p\u00e9titives, d'am\u00e9liorer l'efficacit\u00e9, et de fournir des analyses plus rapides et plus pr\u00e9cises. Les entreprises utilisent la Data Automation pour extraire des insights en temps r\u00e9el \u00e0 partir de grandes quantit\u00e9s de donn\u00e9es, sans intervention humaine constante.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quels sont les avantages d'une formation en Data Automation ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"\\n -Gagner du temps \\n -Am\u00e9liorer la pr\u00e9cision \\n -Acc\u00e9l\u00e9rer les d\u00e9cisions \\n -Augmenter l'employabilit\u00e9\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quels outils et technologies sont couverts dans une formation en Data Automation ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"\\n -Langages de programmation : Python (avec des biblioth\u00e8ques comme Pandas, NumPy) et R pour automatiser l'analyse des donn\u00e9es. \\n -Outils d'ETL (Extract, Transform, Load) : Comme Apache NiFi, Talend, ou Alteryx pour automatiser le pipeline de donn\u00e9es. \\n -Plateformes de visualisation de donn\u00e9es : Comme Tableau, Power BI, ou Google Data Studio pour automatiser la cr\u00e9ation de rapports. \\n -Scripts et automatisation : Utilisation de scripts bash, PowerShell ou d'outils comme Jenkins pour l'automatisation des workflows de donn\u00e9es.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"\u00c0 qui s'adresse la formation en Data Automation ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"\\n -Analystes de donn\u00e9es \\n -D\u00e9veloppeurs \\n -Professionnels du marketing \\n -D\u00e9cideurs \\n -\u00c9tudiants en data science\"\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 en Data Automation vous permettra d\u2019apprendre \u00e0 ma\u00eetriser les diff\u00e9rents outils et techniques permettant d\u2019automatiser tout le processus d\u2019analyse de donn\u00e9es ! D\u00e9couvrez tout ce qu\u2019il faut savoir sur ce type de cursus, qui peut propulser votre carri\u00e8re vers de nouveaux horizons ! Toutes les entreprises exploitent d\u00e9sormais les donn\u00e9es, afin d\u2019optimiser leurs [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":250567,"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 Data Automation : apprenez \u00e0 automatiser l&#039;analyse de donn\u00e9es<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez la formation en Data Automation. Apprenez comment ma\u00eetriser les outils et techniques pour automatiser le traitement des donn\u00e9es, optimiser les processus et propulser votre carri\u00e8re dans le domaine de la data.\" \/>\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-data-automation\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Formation Data Automation : apprenez \u00e0 automatiser l&#039;analyse de donn\u00e9es\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/formation-data-automation\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-02T11:18:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-02T11:18:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/08\/formation_data_automation_datascientest.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"700\" \/>\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-data-automation\",\"url\":\"https:\/\/datascientest.com\/formation-data-automation\",\"name\":\"Formation Data Automation : apprenez \u00e0 automatiser l'analyse de donn\u00e9es\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2023-09-02T11:18:00+00:00\",\"dateModified\":\"2024-09-02T11:18:42+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/36bdc09753f297b186a7dad94bd7a226\"},\"description\":\"D\u00e9couvrez la formation en Data Automation. 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