{"id":13386,"date":"2024-04-08T11:38:57","date_gmt":"2024-04-08T09:38:57","guid":{"rendered":"https:\/\/babelgroup.com\/servicios\/visualizacion-de-datos\/"},"modified":"2024-09-05T16:35:46","modified_gmt":"2024-09-05T14:35:46","slug":"visualizacion-de-datos","status":"publish","type":"service","link":"https:\/\/babelgroup.com\/fr\/servicios\/visualizacion-de-datos\/","title":{"rendered":"Visualizaci\u00f3n de datos"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13386\" class=\"elementor elementor-13386\" data-elementor-post-type=\"service\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60dbfc03 e-flex e-con-boxed e-con e-parent\" data-id=\"60dbfc03\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2ef2477c e-flex e-con-boxed e-con e-child\" data-id=\"2ef2477c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3646acbc elementor-widget elementor-widget-heading\" data-id=\"3646acbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Visualisation des donn\u00e9es<\/h2>\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6075ab27 elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6075ab27\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5e5568e2\" data-id=\"5e5568e2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-644af090 elementor-widget elementor-widget-text-editor\" data-id=\"644af090\" data-element_type=\"widget\" data-e-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\t\t<section><section class=\"m-hero\"><div class=\"o-hero\"><div class=\"o-hero__content\"><div class=\"o-12@xs o-12@lg\"><div class=\"o-grid__col o-12@lg c-hero-list\"><div class=\"o-grid\"><div class=\"o-grid__row\"><div class=\"o-12@xs o-6@md o-8@lg c-hero-list__text\"><p>La visualisation de la donn\u00e9e est le moment o\u00f9 la valeur r\u00e9elle est transf\u00e9r\u00e9e aux utilisateurs. La fa\u00e7on de repr\u00e9senter l\u2019information, la proposition de navigabilit\u00e9 dans les diff\u00e9rents rapports, la s\u00e9quence et la distribution de l\u2019information ou la graduation du d\u00e9tail selon le niveau requis sont des aspects essentiels pour qu\u2019un projet de donn\u00e9es soit pleinement r\u00e9ussi. Pour cela, Babel a\u00a0<strong>un \u00e9quipe UX sp\u00e9cialis\u00e9e dans la repr\u00e9sentation des donn\u00e9es<\/strong>, qui participe directement \u00e0 la conception et \u00e0 la mise en \u0153uvre des diff\u00e9rents rapports ou tableaux de bord.\u00a0<\/p><p>\u00a0<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><div><div><section class=\"m-card-banner-link\"><div class=\"c-card-banner-link\"><div class=\"o-grid__row o-grid o-card-banner-link\"><div class=\"o-grid__col o-12@xs o-12@lg\">\u00a0<\/div><\/div><\/div><\/section><\/div><\/div><\/section><div><section class=\"m-figures\"><div class=\"o-figures c-figures\"><div class=\"o-grid__row o-grid\"><div class=\"o-grid__col o-12@sm o-4@md\"><div class=\"c-figures__item\">\u00a0<\/div><\/div><\/div><\/div><\/section><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4f5eb495 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f5eb495\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-221d665e\" data-id=\"221d665e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-44769ea8 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"44769ea8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-check-box\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Integration\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-2e4f377b elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2e4f377b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-check-box\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tKPI Dashboards\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-277f226f\" data-id=\"277f226f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-37569d57 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"37569d57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-check-box\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Warehouse\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-360dab13\" data-id=\"360dab13\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c2c7baa elementor-widget elementor-widget-image\" data-id=\"2c2c7baa\" data-element_type=\"widget\" data-e-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 fetchpriority=\"high\" decoding=\"async\" width=\"876\" height=\"1024\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/02_Visualizacion-de-datos-876x1024.png\" class=\"attachment-large size-large wp-image-18473\" alt=\"\" srcset=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/02_Visualizacion-de-datos-876x1024.png 876w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/02_Visualizacion-de-datos-257x300.png 257w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/02_Visualizacion-de-datos-768x897.png 768w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/02_Visualizacion-de-datos.png 967w\" sizes=\"(max-width: 876px) 100vw, 876px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-621980c1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"621980c1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1ec22675\" data-id=\"1ec22675\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-36b963e6 elementor-headline--style-rotate elementor-widget elementor-widget-animated-headline\" data-id=\"36b963e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;clip&quot;,&quot;rotating_text&quot;:&quot;Int\\u00e9gration de donn\\u00e9es\\nData Warehouse\\nVirtualisation\\nVisualisation&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-clip\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">Principaux avantages<\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tInt\u00e9gration&nbsp;de&nbsp;donn\u00e9es\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tData&nbsp;Warehouse\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tVirtualisation\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tVisualisation\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-25593b2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"25593b2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1337ddec\" data-id=\"1337ddec\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45cc092b elementor-widget elementor-widget-heading\" data-id=\"45cc092b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Qu'est-ce que le business intelligence?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-4ef01e4a elementor-widget elementor-widget-text-editor\" data-id=\"4ef01e4a\" data-element_type=\"widget\" data-e-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\t\t<p>Du point de vue de l&#8217;entreprise, la veille strat\u00e9gique, ou BI, est la<b> capacit\u00e9 d&#8217;extraire des informations \u00e0 partir de donn\u00e9es,<\/b> dans le but d&#8217;ajouter de la valeur \u00e0 la prise de d\u00e9cision au sein des organisations. D&#8217;un point de vue plus large, la BI est un concept qui regroupe \u00e0 la fois les strat\u00e9gies et les outils technologiques qui nous aident \u00e0 d\u00e9velopper le processus d&#8217;extraction de la valeur.<\/p><p>Dans le monde num\u00e9rique dans lequel nous nous trouvons actuellement, les possibilit\u00e9s de collecte de donn\u00e9es sont infinies, allant des sources traditionnelles, telles que les syst\u00e8mes informatiques propres \u00e0 chaque entreprise, aux donn\u00e9es provenant des capteurs des appareils IoT et m\u00eame des r\u00e9seaux sociaux, pour n&#8217;en citer que quelques-unes. C&#8217;est cette diversit\u00e9 qui nous oblige \u00e0 imaginer des strat\u00e9gies qui envisagent l&#8217;utilisation d&#8217;outils technologiques capables de s&#8217;adapter \u00e0 cette vari\u00e9t\u00e9.<\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-60f4c2d4\" data-id=\"60f4c2d4\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64911f58 elementor-widget elementor-widget-image\" data-id=\"64911f58\" data-element_type=\"widget\" data-e-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=\"876\" height=\"1024\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/Diseno-sin-titulo-13-876x1024.png\" class=\"attachment-large size-large wp-image-16312\" alt=\"\" srcset=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/Diseno-sin-titulo-13-876x1024.png 876w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/Diseno-sin-titulo-13-257x300.png 257w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/Diseno-sin-titulo-13-768x897.png 768w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/Diseno-sin-titulo-13.png 967w\" sizes=\"(max-width: 876px) 100vw, 876px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4354f91d elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"4354f91d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-64acf6a\" data-id=\"64acf6a\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6bb562a elementor-widget elementor-widget-image\" data-id=\"6bb562a\" data-element_type=\"widget\" data-e-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=\"875\" height=\"1024\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Cloud-Security-2-875x1024.jpg\" class=\"attachment-large size-large wp-image-18167\" alt=\"\" srcset=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Cloud-Security-2-875x1024.jpg 875w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Cloud-Security-2-256x300.jpg 256w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Cloud-Security-2-768x899.jpg 768w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Cloud-Security-2-1313x1536.jpg 1313w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Cloud-Security-2.jpg 1474w\" sizes=\"(max-width: 875px) 100vw, 875px\" \/>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-14b15d31\" data-id=\"14b15d31\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3c679b3e elementor-widget elementor-widget-heading\" data-id=\"3c679b3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Int\u00e9gration des donn\u00e9es\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-74903e92 elementor-widget elementor-widget-text-editor\" data-id=\"74903e92\" data-element_type=\"widget\" data-e-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\t\t<p>Une strat\u00e9gie de veille strat\u00e9gique repose n\u00e9cessairement sur la <b>disponibilit\u00e9 des donn\u00e9es<\/b>. L&#8217;int\u00e9gration des donn\u00e9es est un processus qui permet d&#8217;extraire des donn\u00e9es de diff\u00e9rents syst\u00e8mes sources, de les traiter et de les combiner pour fournir des informations qui peuvent \u00eatre exploit\u00e9es \u00e0 l&#8217;aide d&#8217;outils de veille strat\u00e9gique.<\/p><p>L&#8217;int\u00e9gration traditionnelle des donn\u00e9es est assur\u00e9e par l&#8217;<b>extraction, la transformation et le chargement des donn\u00e9es<\/b> (ETL, pour son acronyme anglais), mais l&#8217;\u00e9volution technologique, ajout\u00e9e \u00e0 la grande vari\u00e9t\u00e9 de donn\u00e9es dont nous disposons actuellement, a donn\u00e9 naissance \u00e0 des outils appel\u00e9s &#8220;data fabric&#8221; ou &#8220;data factory&#8221;, qui non seulement ex\u00e9cutent les t\u00e2ches susmentionn\u00e9es, mais vont plus loin et offrent des <b>capacit\u00e9s de gouvernance, de qualit\u00e9 et d&#8217;enrichissement des donn\u00e9es<\/b>, et contiennent m\u00eame des outils analytiques avanc\u00e9s.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a557e3a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a557e3a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d1c619b\" data-id=\"d1c619b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b60e578 elementor-widget elementor-widget-heading\" data-id=\"b60e578\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">De le Data Warehouse \u00e0 la virtualisation des donn\u00e9es<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-6914e41 elementor-widget elementor-widget-text-editor\" data-id=\"6914e41\" data-element_type=\"widget\" data-e-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\t\t<p>L&#8217;\u00e9mergence de l&#8217;intelligence \u00e9conomique s&#8217;est accompagn\u00e9e de l&#8217;apparition de concepts tels que les <b>entrep\u00f4ts <\/b>de donn\u00e9es ( <b>data warehouse) et les marteaux de donn\u00e9es (data marts<\/b>), qui font tous deux r\u00e9f\u00e9rence \u00e0 des <b>entrep\u00f4ts de donn\u00e9es, o\u00f9 des informations d\u00e9j\u00e0 int\u00e9gr\u00e9es sont stock\u00e9es en vue de leur exploitation ult\u00e9rieure <\/b>par des outils d&#8217;intelligence \u00e9conomique.<\/p><p>Bien que les outils d&#8217;entrep\u00f4t de donn\u00e9es aient progressivement \u00e9volu\u00e9 et se soient adapt\u00e9s \u00e0 la r\u00e9alit\u00e9 actuelle, o\u00f9 les sources de donn\u00e9es tendent \u00e0 \u00eatre infinies et h\u00e9t\u00e9rog\u00e8nes, de nouvelles solutions sont apparues pour g\u00e9rer cette diversit\u00e9 de mani\u00e8re naturelle. C&#8217;est dans ce domaine qu&#8217;appara\u00eet le concept de <b>virtualisation des donn\u00e9es<\/b>.<\/p><p>Fondamentalement, la virtualisation des donn\u00e9es correspond \u00e0 la mise en place d&#8217;une couche logique qui permet d&#8217;acc\u00e9der aux diff\u00e9rentes sources de donn\u00e9es, sans qu&#8217;il soit n\u00e9cessaire de r\u00e9pliquer ces donn\u00e9es dans un entrep\u00f4t physique comme le fait le datawarehouse. Quels avantages cela offre-t-il ? Principalement la flexibilit\u00e9 dans le d\u00e9ploiement des solutions, ainsi que la facilitation de l&#8217;acc\u00e8s \u00e0 l&#8217;information en temps r\u00e9el ou quasi r\u00e9el.<\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6b23cd6\" data-id=\"6b23cd6\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3af0447 elementor-widget elementor-widget-image\" data-id=\"3af0447\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"876\" height=\"1024\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Consultancy-Compliance-1-876x1024.jpg\" class=\"attachment-large size-large wp-image-18052\" alt=\"\" srcset=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Consultancy-Compliance-1-876x1024.jpg 876w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Consultancy-Compliance-1-257x300.jpg 257w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Consultancy-Compliance-1-768x898.jpg 768w, https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/01_Consultancy-Compliance-1.jpg 1128w\" sizes=\"(max-width: 876px) 100vw, 876px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-990b1f8 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"990b1f8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f923a42\" data-id=\"f923a42\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e45b503 elementor-widget elementor-widget-heading\" data-id=\"e45b503\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Enfin, tout est r\u00e9uni dans la visualisation\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-849e5f3 elementor-widget elementor-widget-text-editor\" data-id=\"849e5f3\" data-element_type=\"widget\" data-e-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\t\t<p>Bien que l&#8217;int\u00e9gration et la disponibilit\u00e9 des donn\u00e9es constituent un \u00e9l\u00e9ment important d&#8217;une strat\u00e9gie de veille strat\u00e9gique, elles ne seront d&#8217;aucune utilit\u00e9 si nous ne sommes pas en mesure de pr\u00e9senter les r\u00e9sultats aux utilisateurs finaux.<\/p><p>La visualisation d&#8217;un outil de veille strat\u00e9gique se traduit g\u00e9n\u00e9ralement par des tableaux de bord et des rapports. \u00c0 ce stade, la connaissance de l&#8217;entreprise et des donn\u00e9es disponibles est essentielle, car elle permettra d&#8217;<b>\u00e9tablir des mesures ou des indicateurs de performance cl\u00e9s (KPI) qui apporteront de la valeur aux domaines strat\u00e9giques<\/b>.<\/p><p>Il existe une grande vari\u00e9t\u00e9 de solutions, depuis les solutions de bureau traditionnelles jusqu&#8217;aux solutions en nuage qui offrent des possibilit\u00e9s de collaboration en ligne et facilitent les t\u00e2ches de BI en libre-service, ce qui permet \u00e0 l&#8217;analyste d&#8217;entreprise de s&#8217;affranchir de connaissances techniques avanc\u00e9es.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3acdca9f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3acdca9f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7b842e29\" data-id=\"7b842e29\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7767b506 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"7767b506\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Les outils ne sont pas tout.... \nmais nous pr\u00e9f\u00e9rons utiliser les meilleurs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-930ac20 e-flex e-con-boxed e-con e-parent\" data-id=\"930ac20\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-389e419b e-con-full e-flex e-con e-child\" data-id=\"389e419b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2febe94f elementor-widget elementor-widget-image\" data-id=\"2febe94f\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-azure-data-factory.png\" class=\"attachment-large size-large wp-image-18478\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-1b89ded4 e-con-full e-flex e-con e-child\" data-id=\"1b89ded4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee18ff7 elementor-widget elementor-widget-image\" data-id=\"ee18ff7\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-cognos.png\" class=\"attachment-large size-large wp-image-18482\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-2fc951d1 e-con-full e-flex e-con e-child\" data-id=\"2fc951d1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14c6d462 elementor-widget elementor-widget-image\" data-id=\"14c6d462\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-informatica.png\" class=\"attachment-large size-large wp-image-18486\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-1f856f4f e-con-full e-flex e-con e-child\" data-id=\"1f856f4f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b61568a elementor-widget elementor-widget-image\" data-id=\"3b61568a\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-looker.png\" class=\"attachment-large size-large wp-image-18490\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-2d67d72a e-con-full e-flex e-con e-child\" data-id=\"2d67d72a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36bbe5ca elementor-widget elementor-widget-image\" data-id=\"36bbe5ca\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-matillon.png\" class=\"attachment-large size-large wp-image-18494\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-7be9773e e-con-full e-flex e-con e-child\" data-id=\"7be9773e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29644c82 elementor-widget elementor-widget-image\" data-id=\"29644c82\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-microstrategy.png\" class=\"attachment-large size-large wp-image-18498\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-16f96c0c e-con-full e-flex e-con e-child\" data-id=\"16f96c0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e397ea9 elementor-widget elementor-widget-image\" data-id=\"2e397ea9\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-precisely.png\" class=\"attachment-large size-large wp-image-18510\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-8bd31f1 e-con-full e-flex e-con e-child\" data-id=\"8bd31f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80bd62c elementor-widget elementor-widget-image\" data-id=\"80bd62c\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-pentaho.png\" class=\"attachment-large size-large wp-image-18502\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-6a90425e e-con-full e-flex e-con e-child\" data-id=\"6a90425e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-733b04c3 elementor-widget elementor-widget-image\" data-id=\"733b04c3\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-power-bi-1.png\" class=\"attachment-large size-large wp-image-18514\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-3239eaf e-con-full e-flex e-con e-child\" data-id=\"3239eaf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60656ec0 elementor-widget elementor-widget-image\" data-id=\"60656ec0\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-quickview.png\" class=\"attachment-large size-large wp-image-18518\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-da02659 e-con-full e-flex e-con e-child\" data-id=\"da02659\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21ffb91 elementor-widget elementor-widget-image\" data-id=\"21ffb91\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-sap-business-objects.png\" class=\"attachment-large size-large wp-image-18522\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-b754807 e-con-full e-flex e-con e-child\" data-id=\"b754807\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c07cec9 elementor-widget elementor-widget-image\" data-id=\"c07cec9\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-sisense.png\" class=\"attachment-large size-large wp-image-18526\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-c6934fc e-con-full e-flex e-con e-child\" data-id=\"c6934fc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13d8034 elementor-widget elementor-widget-image\" data-id=\"13d8034\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-tableau.png\" class=\"attachment-large size-large wp-image-18530\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-012bd3a e-con-full e-flex e-con e-child\" data-id=\"012bd3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b3581f elementor-widget elementor-widget-image\" data-id=\"4b3581f\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-talend.png\" class=\"attachment-large size-large wp-image-18534\" alt=\"\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-b1fc76f e-con-full e-flex e-con e-child\" data-id=\"b1fc76f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-651b116 elementor-widget elementor-widget-image\" data-id=\"651b116\" data-element_type=\"widget\" data-e-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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/babelgroup.com\/wp-content\/uploads\/2024\/04\/BI-Business-Intelligence-BABEL-tibco.png\" class=\"attachment-large size-large wp-image-18538\" alt=\"\" \/>\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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-65f187e e-con-full e-flex e-con e-parent\" data-id=\"65f187e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7d10c6 elementor-widget__width-inherit elementor-widget elementor-widget-template\" data-id=\"e7d10c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"1004551\" class=\"elementor elementor-1004551 elementor-1003967 elementor-1003967\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<section class=\"elementor-element elementor-element-767c212e e-con-full e-flex e-con e-parent\" data-id=\"767c212e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-52f90dc e-con-full e-flex e-con e-child\" data-id=\"52f90dc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-494bd31 e-flex e-con-boxed e-con e-child\" data-id=\"494bd31\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb7aeab elementor-widget elementor-widget-heading\" data-id=\"cb7aeab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contacter Babel<\/h2>\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-35500a4 e-flex e-con-boxed e-con e-child\" data-id=\"35500a4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-88e87ee e-flex e-con-boxed e-con e-child\" data-id=\"88e87ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7dd1098 elementor-widget elementor-widget-heading\" data-id=\"7dd1098\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Chili<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-23d795a elementor-widget elementor-widget-text-editor\" data-id=\"23d795a\" data-element_type=\"widget\" data-e-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\t\t<p>Santiago de Chile<\/p>\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-899573a elementor-widget elementor-widget-heading\" data-id=\"899573a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Colombie<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-4de005c elementor-widget elementor-widget-text-editor\" data-id=\"4de005c\" data-element_type=\"widget\" data-e-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\t\t<p>Bogot\u00e1<\/p>\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-add3f0d elementor-widget elementor-widget-heading\" data-id=\"add3f0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Costa Rica<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-87aee2c elementor-widget elementor-widget-text-editor\" data-id=\"87aee2c\" data-element_type=\"widget\" data-e-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\t\t<p>San Jos\u00e9<\/p>\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-594a58e e-flex e-con-boxed e-con e-child\" data-id=\"594a58e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59c6f50 elementor-widget elementor-widget-heading\" data-id=\"59c6f50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Espagne<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-342c875 elementor-widget elementor-widget-text-editor\" data-id=\"342c875\" data-element_type=\"widget\" data-e-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\t\t<p>Almer\u00eda<br \/>Barcelona<br \/>Madrid<br \/>M\u00e1laga<br \/>Oviedo<br \/>Sevilla<br \/>Zaragoza<\/p>\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-fda7ea3 e-flex e-con-boxed e-con e-child\" data-id=\"fda7ea3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-047b124 elementor-widget elementor-widget-heading\" data-id=\"047b124\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Maroc<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-e1b2ff1 elementor-widget elementor-widget-text-editor\" data-id=\"e1b2ff1\" data-element_type=\"widget\" data-e-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\t\t<p>Casablanca<\/p>\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-f6e295d elementor-widget elementor-widget-heading\" data-id=\"f6e295d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">M\u00e9xique<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-95f14d3 elementor-widget elementor-widget-text-editor\" data-id=\"95f14d3\" data-element_type=\"widget\" data-e-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\t\t<p>M\u00e9xico City<\/p>\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-526e686 elementor-widget elementor-widget-heading\" data-id=\"526e686\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Panam\u00e1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-a646dcc elementor-widget elementor-widget-text-editor\" data-id=\"a646dcc\" data-element_type=\"widget\" data-e-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\t\t<p>Panama City<\/p>\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-d3831c8 e-flex e-con-boxed e-con e-child\" data-id=\"d3831c8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30b168d elementor-widget elementor-widget-heading\" data-id=\"30b168d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Portugal<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-1f7d03d elementor-widget elementor-widget-text-editor\" data-id=\"1f7d03d\" data-element_type=\"widget\" data-e-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\t\t<p>Ilha Terceira (Azores)<br \/>Lisboa<br \/>Proen\u00e7a-a-Nova<\/p>\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-a294d11 elementor-widget elementor-widget-heading\" data-id=\"a294d11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Rep\u00fablique<br>Dominicaine<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-8d02426 elementor-widget elementor-widget-text-editor\" data-id=\"8d02426\" data-element_type=\"widget\" data-e-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\t\t<p>Santo Domingo<\/p>\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4375528 e-flex e-con-boxed e-con e-child\" data-id=\"4375528\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-e2f878d elementor-align-left elementor-widget elementor-widget-button\" data-id=\"e2f878d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/babelgroup.com\/fr\/contacto\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-5fd6119 e-flex e-con-boxed e-con e-child\" data-id=\"5fd6119\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":0,"parent":0,"menu_order":0,"template":"","class_list":["post-13386","service","type-service","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/babelgroup.com\/fr\/wp-json\/wp\/v2\/service\/13386","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/babelgroup.com\/fr\/wp-json\/wp\/v2\/service"}],"about":[{"href":"https:\/\/babelgroup.com\/fr\/wp-json\/wp\/v2\/types\/service"}],"version-history":[{"count":21,"href":"https:\/\/babelgroup.com\/fr\/wp-json\/wp\/v2\/service\/13386\/revisions"}],"predecessor-version":[{"id":1005495,"href":"https:\/\/babelgroup.com\/fr\/wp-json\/wp\/v2\/service\/13386\/revisions\/1005495"}],"wp:attachment":[{"href":"https:\/\/babelgroup.com\/fr\/wp-json\/wp\/v2\/media?parent=13386"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}