{"id":90369,"date":"2021-10-05T09:05:36","date_gmt":"2021-10-05T08:05:36","guid":{"rendered":"https:\/\/datascientest.com\/?p=90369"},"modified":"2025-01-14T17:12:47","modified_gmt":"2025-01-14T17:12:47","slug":"data-governance-definition","status":"publish","type":"post","link":"https:\/\/datascientest.com\/data-governance-definition","title":{"rendered":"Data Governance ou Gouvernance des Donn\u00e9es : d\u00e9finition et enjeux"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"90369\" class=\"elementor elementor-90369\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2e8b0be elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2e8b0be\" data-element_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-a32bb15\" data-id=\"a32bb15\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78229ca elementor-widget elementor-widget-text-editor\" data-id=\"78229ca\" 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><strong>La Data Governance ou gouvernance des donn\u00e9es est indispensable en entreprise pour tirer profit des donn\u00e9es tout en assurant leur s\u00e9curit\u00e9 et leur conformit\u00e9. D\u00e9couvrez tout ce que vous devez savoir : d\u00e9finition, importance, r\u00f4les, conseils, formations&#8230;<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-15f7374 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15f7374\" data-element_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-535c545\" data-id=\"535c545\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-847979e elementor-widget elementor-widget-text-editor\" data-id=\"847979e\" 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;\">Pour les entreprises de tous les secteurs, <\/span><b>les donn\u00e9es sont d\u00e9sormais essentielles<\/b><span style=\"font-weight: 400;\">. Toutefois, pour en tirer pleinement profit, il est essentiel de planifier la mani\u00e8re dont la Data est utilis\u00e9e afin qu&rsquo;elle soit prise en charge de fa\u00e7on coh\u00e9rente \u00e0 travers toute l&rsquo;entreprise.<\/span><\/p><p><span style=\"font-weight: 400;\">Cette planification est indispensable pour assurer <\/span><b>la s\u00e9curit\u00e9 et la conformit\u00e9 aux r\u00e8glements tels que le RGPD<\/b><span style=\"font-weight: 400;\">, mais aussi pour extraire toute la valeur des donn\u00e9es collect\u00e9es et stock\u00e9es par l&rsquo;entreprise.<\/span><\/p><p><span style=\"font-weight: 400;\">C&rsquo;est d&rsquo;autant plus important \u00e0 l&rsquo;heure o\u00f9 <\/span><b>les technologies comme l&rsquo;IA et le Machine Learning<\/b><span style=\"font-weight: 400;\"> d\u00e9pendent pleinement de la qualit\u00e9 des donn\u00e9es. D\u00e9sormais, la Data Governance fait partie des priorit\u00e9s en termes d&rsquo;initiatives strat\u00e9giques pour les organisations de toutes les industries.<\/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<\/div>\n\t\t\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-4667197 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4667197\" data-element_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-1724585\" data-id=\"1724585\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4852334 elementor-widget elementor-widget-heading\" data-id=\"4852334\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">Qu'est-ce que la Data Governance ?<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0ac7172 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ac7172\" data-element_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-6617f4f\" data-id=\"6617f4f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-128b8d0 elementor-widget elementor-widget-text-editor\" data-id=\"128b8d0\" 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;\">Pour faire simple, la Data Governance est <\/span><b>un ensemble de principes et de pratiques<\/b><span style=\"font-weight: 400;\"> permettant d&rsquo;assurer la haute qualit\u00e9 des donn\u00e9es \u00e0 travers l&rsquo;int\u00e9gralit\u00e9 de leur cycle de vie.<\/span><\/p><p><span style=\"font-weight: 400;\">Selon le Data Governance Institute, <\/span><b>il s&rsquo;agit d&rsquo;un \u00ab\u00a0framework\u00a0\u00bb<\/b><span style=\"font-weight: 400;\">\u00a0permettant d&rsquo;aider les diff\u00e9rents responsables des donn\u00e9es au sein d&rsquo;une entreprise \u00e0 identifier leurs besoins en mati\u00e8re d&rsquo;information et \u00e0 y r\u00e9pondre.<\/span><\/p><p><span style=\"font-weight: 400;\">Cet organisme pr\u00e9cise qu&rsquo;il <\/span><b>ne suffit pas de syst\u00e8mes de gestion de donn\u00e9es<\/b><span style=\"font-weight: 400;\">. La gouvernance des donn\u00e9es repose sur un vaste ensemble de r\u00e8gles, de processus et de proc\u00e9dures permettant de s&rsquo;assurer que ces r\u00e8gles soient suivies de fa\u00e7on constante au quotidien.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ff89a5 e-flex e-con-boxed e-con\" data-id=\"1ff89a5\" 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-a17b157 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"a17b157\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/hNpSnIfnU1E&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-bdefd7e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bdefd7e\" data-element_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-fa36055\" data-id=\"fa36055\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a42356 elementor-widget elementor-widget-heading\" data-id=\"4a42356\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pourquoi est-ce important ?<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b4c8cf2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b4c8cf2\" data-element_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-4fb6306\" data-id=\"4fb6306\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-225fcb7 elementor-widget elementor-widget-text-editor\" data-id=\"225fcb7\" 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;\">Les <\/span><b>donn\u00e9es sont devenues le principal atout<\/b><span style=\"font-weight: 400;\"> des entreprises. C&rsquo;est cette ressource qui d\u00e9termine d\u00e9sormais la r\u00e9ussite ou l&rsquo;\u00e9chec d&rsquo;une activit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutes <\/span><b>les organisations ont entam\u00e9 leur transformation digitale<\/b><span style=\"font-weight: 400;\">, et celles qui ne le font pas risquent de rester dans le pass\u00e9. Or, pour exploiter les donn\u00e9es et r\u00e9ussir cette transformation, il est indispensable de gouverner les donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Il est donc<\/span><b> imp\u00e9ratif de d\u00e9ployer un framework de gouvernance<\/b><span style=\"font-weight: 400;\"> des donn\u00e9es compatible avec l&rsquo;organisation, avec ses objectifs et avec son Business Model. Ce framework doit d\u00e9terminer les standards de donn\u00e9es n\u00e9cessaires \u00e0 la transformation, et attribuer les r\u00f4les et responsabilit\u00e9s au sein de l&rsquo;entreprise et de son \u00e9cosyst\u00e8me.<\/span><\/p><p><span style=\"font-weight: 400;\">Un framework de Data Governance doit servir la transformation digitale au sein des diff\u00e9rents d\u00e9partements de l&rsquo;entreprise. \u00c0 l&rsquo;\u00e9chelle des managers, tout d&rsquo;abord, elle doit offrir <\/span><b>une vue d&rsquo;ensemble des donn\u00e9es<\/b><span style=\"font-weight: 400;\">, de leur valeur et de leur impact sur l&rsquo;activit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Concernant la finance, la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0garantit<\/span><b> un reporting coh\u00e9rent et pr\u00e9cis<\/b><span style=\"font-weight: 400;\">. Les d\u00e9partements des ventes et du marketing profitent quant \u00e0 eux d&rsquo;informations fiables sur les pr\u00e9f\u00e9rences et le comportement des clients.<\/span><\/p><p><span style=\"font-weight: 400;\">En termes de logistique, la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0permet<\/span><b> de r\u00e9duire les co\u00fbts<\/b><span style=\"font-weight: 400;\"> et d&rsquo;am\u00e9liorer les initiatives d&rsquo;efficacit\u00e9 op\u00e9rationnelle bas\u00e9es sur l&rsquo;exploitation des donn\u00e9es et la collaboration au sein de l&rsquo;\u00e9cosyst\u00e8me.<\/span><\/p><p><span style=\"font-weight: 400;\">La Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0impacte aussi directement la production en permettant <\/span><b>le d\u00e9ploiement de l&rsquo;automatisation<\/b><span style=\"font-weight: 400;\">. Enfin, d&rsquo;un point de vue l\u00e9gal, il s&rsquo;agit de la seule fa\u00e7on de se conformer aux r\u00e8glements de plus en plus exigeants.<\/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<\/div>\n\t\t\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-c790e28 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c790e28\" data-element_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-75bf60f\" data-id=\"75bf60f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8f69e9b elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"8f69e9b\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Devenir expert en Data Governance<\/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<\/div>\n\t\t\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-084dab8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"084dab8\" data-element_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-f387b4b\" data-id=\"f387b4b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a0ac4e9 elementor-widget elementor-widget-heading\" data-id=\"a0ac4e9\" 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\">Avantages et bienfaits de la Data Governance<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ecbf5e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ecbf5e9\" data-element_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-6c79239\" data-id=\"6c79239\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c776dc8 elementor-widget elementor-widget-text-editor\" data-id=\"c776dc8\" 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;\">Les avantages de la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0sont multiples. Elle permet de <\/span><b>profiter de donn\u00e9es de meilleure qualit\u00e9<\/b><span style=\"font-weight: 400;\">, plus propres, et donc d&rsquo;analyses plus fructueuses.<\/span><\/p><p><span style=\"font-weight: 400;\">Par extension, cette gouvernance permet donc <\/span><b>de prendre de meilleures d\u00e9cisions<\/b><span style=\"font-weight: 400;\"> et d&rsquo;obtenir de meilleurs r\u00e9sultats. L&rsquo;entreprise est \u00e9galement en mesure de mieux se positionner sur son march\u00e9, de jouir d&rsquo;une meilleure r\u00e9putation, et de r\u00e9aliser davantage de b\u00e9n\u00e9fices.<\/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<\/div>\n\t\t\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-c7219c3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c7219c3\" data-element_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-959a5e6\" data-id=\"959a5e6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78e3a1e elementor-widget elementor-widget-heading\" data-id=\"78e3a1e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quel est le but de la Data Governance ?<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e45ea90 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e45ea90\" data-element_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-bf92eca\" data-id=\"bf92eca\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-587eb4c elementor-widget elementor-widget-text-editor\" data-id=\"587eb4c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0offre de nombreuses possibilit\u00e9s. Elle permet tout d&rsquo;abord de <\/span><b>prendre des d\u00e9cisions coh\u00e9rentes<\/b><span style=\"font-weight: 400;\">, bas\u00e9es sur des donn\u00e9es fiables, et align\u00e9es avec les objectifs de l&rsquo;entreprise.<\/span><\/p><p><span style=\"font-weight: 400;\">Cette gouvernance des donn\u00e9es permet aussi de <\/span><b>se conformer aux r\u00e8glements comme le RGPD<\/b><span style=\"font-weight: 400;\">, et donc d&rsquo;\u00e9viter de lourdes amendes. Il est notamment possible de documenter l&rsquo;origine des donn\u00e9es et de contr\u00f4ler leur acc\u00e8s.<\/span><\/p><p><span style=\"font-weight: 400;\">Elle permet aussi <\/span><b>d&rsquo;am\u00e9liorer la s\u00e9curit\u00e9 des donn\u00e9es<\/b><span style=\"font-weight: 400;\">, en \u00e9tablissant une propri\u00e9t\u00e9 des donn\u00e9es et en octroyant \u00e0 chacun des responsabilit\u00e9s. Les r\u00e8gles de distribution des donn\u00e9es peuvent \u00eatre d\u00e9finies et v\u00e9rifi\u00e9es, notamment concernant les r\u00f4les des entit\u00e9s internes et externes.<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, une Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0permet <\/span><b>d&rsquo;accro\u00eetre les b\u00e9n\u00e9fices gr\u00e2ce aux donn\u00e9es<\/b><span style=\"font-weight: 400;\">. Il est en effet n\u00e9cessaire que les donn\u00e9es soient stock\u00e9es, maintenues, class\u00e9es et accessibles de fa\u00e7on optimale pour pouvoir en tirer profit.<\/span><\/p><p><span style=\"font-weight: 400;\">Les<\/span><b> Indicateurs Cl\u00e9s de Performances li\u00e9s \u00e0 la qualit\u00e9 des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> peuvent \u00eatre mesur\u00e9s en confrontation avec les Indicateurs de Performances plus g\u00e9n\u00e9raux au sein de l&rsquo;entreprise.<\/span><\/p><p><span style=\"font-weight: 400;\">Le fait de<\/span><b> ne pas avoir \u00e0 nettoyer et \u00e0 structurer les donn\u00e9es<\/b><span style=\"font-weight: 400;\"> de fa\u00e7on syst\u00e9matique permet par ailleurs de mieux planifier les op\u00e9rations. Les donn\u00e9es fiables et standardis\u00e9es peuvent aussi \u00eatre r\u00e9utilis\u00e9es, ce qui \u00e9vite de r\u00e9p\u00e9ter des t\u00e2ches fastidieuses inutilement.<\/span><\/p><p><span style=\"font-weight: 400;\">En profitant de donn\u00e9es de haute qualit\u00e9,<\/span><b> les \u00e9quipes peuvent aussi travailler plus efficacement<\/b><span style=\"font-weight: 400;\">. Il ne s&rsquo;agit l\u00e0 que de quelques exemples des possibilit\u00e9s offertes par la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">.<\/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<\/div>\n\t\t\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-3f8e79d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f8e79d\" data-element_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-585962c\" data-id=\"585962c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0902abe elementor-widget elementor-widget-heading\" data-id=\"0902abe\" 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 r\u00f4les de la Data Governance ?<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5048da0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5048da0\" data-element_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-22a47d7\" data-id=\"22a47d7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c633432 elementor-widget elementor-widget-text-editor\" data-id=\"c633432\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0implique <\/span><b>l&rsquo;entreprise dans son ensemble, \u00e0 diff\u00e9rents degr\u00e9s<\/b><span style=\"font-weight: 400;\">. Certains jouent toutefois un r\u00f4le cl\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Les <\/span><b>\u00a0\u00bb Data Owners \u00a0\u00bb sont les personnes capables de prendre des d\u00e9cisions<\/b><span style=\"font-weight: 400;\"> et de les appliquer au sein de l&rsquo;organisation. Ce sont les responsables de la qualit\u00e9 et de l&rsquo;int\u00e9grit\u00e9 des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Les <\/span><b>Data Stewards quant \u00e0 eux<\/b><span style=\"font-weight: 400;\"> sont en charge de s&rsquo;assurer que les r\u00e8gles et standards de donn\u00e9es soient respect\u00e9s au quotidien au sein de l&rsquo;organisation. Ils peuvent \u00eatre charg\u00e9s de prendre soin des donn\u00e9es, ou consult\u00e9s sur la fa\u00e7on de le faire.<\/span><\/p><p><span style=\"font-weight: 400;\">Un <\/span><b>autre r\u00f4le est celui des Data Custodians<\/b><span style=\"font-weight: 400;\">, ou gardiens des donn\u00e9es. Ils sont en charge de l&#8217;embarquement technique, de la maintenance, et des mises \u00e0 jour des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Le <\/span><a href=\"https:\/\/datascientest.com\/comment-mettre-en-place-la-gouvernance-des-donnees-en-entreprise\">comit\u00e9 de Data Governance<\/a><span style=\"font-weight: 400;\"> a pour but d&rsquo;approuver les r\u00e8gles et les standards de donn\u00e9es et de r\u00e9soudre les \u00e9ventuels probl\u00e8mes. En fonction de la taille et de la structure de l&rsquo;organisation, il peut y avoir un comit\u00e9 diff\u00e9rent pour les donn\u00e9es de diff\u00e9rents domaines : client, vendeur, produit, employ\u00e9&#8230;<\/span><\/p><p><span style=\"font-weight: 400;\">Ces diff\u00e9rents r\u00f4les peuvent \u00eatre \u00e9paul\u00e9s par<\/span><b> un Data Governance Office<\/b><span style=\"font-weight: 400;\"> ou une \u00e9quipe Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0enti\u00e8rement d\u00e9di\u00e9e. Cette \u00e9quipe est g\u00e9n\u00e9ralement compos\u00e9e de plusieurs membres ayant chacun sa responsabilit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Le Manager est en charge de concevoir, d&rsquo;impl\u00e9menter et de continuer<\/span><b> la maintenance du Master Data Control <\/b><span style=\"font-weight: 400;\">et de la gouvernance dans toute l&rsquo;entreprise. L&rsquo;architecte quant \u00e0 lui supervise la conception et l&rsquo;impl\u00e9mentation.<\/span><\/p><p><span style=\"font-weight: 400;\">Cette \u00e9quipe comprend aussi <\/span><b>un Data Analyst utilisant l&rsquo;analyse de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> pour identifier les tendances et passer en revue les informations. Le Data Strategist d\u00e9veloppe et ex\u00e9cute les plans d&rsquo;analyse.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin, <\/span><b>le sp\u00e9cialiste de la conformit\u00e9<\/b><span style=\"font-weight: 400;\"> veille \u00e0 l&rsquo;adh\u00e9rence aux diff\u00e9rents standards l\u00e9gaux pour les diff\u00e9rents types de donn\u00e9es. En g\u00e9n\u00e9ral, ces diff\u00e9rents r\u00f4les de la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0sont document\u00e9s afin de pr\u00e9ciser leurs responsabilit\u00e9s et leurs interactions.<\/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<\/div>\n\t\t\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-2f38f22 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f38f22\" data-element_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-fc48ab8\" data-id=\"fc48ab8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b4781a5 elementor-widget elementor-widget-heading\" data-id=\"b4781a5\" 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'est-ce qu'un framework de Data Governance ?<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8f7d3da elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8f7d3da\" data-element_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-97acf2a\" data-id=\"97acf2a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2256bb5 elementor-widget elementor-widget-text-editor\" data-id=\"2256bb5\" 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;\">Un <\/span><b>framework de Data Governance<\/b><span style=\"font-weight: 400;\">\u00a0est un ensemble de r\u00e8gles et de processus visant \u00e0 d\u00e9finir clairement les diff\u00e9rents r\u00f4les de gouvernance des donn\u00e9es dans l&rsquo;entreprise. Il existe de nombreux frameworks, comme celui du Data Governance Institute.<\/span><\/p><p><span style=\"font-weight: 400;\">Ce framework s&rsquo;appuie sur des questions. <\/span><b>Tout d&rsquo;abord, \u00ab\u00a0pourquoi\u00a0\u00bb ?<\/b><span style=\"font-weight: 400;\"> En effet, les Master Data peuvent \u00eatre d\u00e9crites par la fa\u00e7on dont elles interagissent avec les autres donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Il s&rsquo;agit de mettre en place une mission et une vision indiquant pourquoi la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0est essentielle au sein de votre entreprise. Dans l&rsquo;id\u00e9al, la r\u00e9ponse doit \u00eatre li\u00e9e aux objectifs de l&rsquo;activit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">La <\/span><b>deuxi\u00e8me question que pose le framework est \u00ab\u00a0quoi ?\u00a0\u00bb<\/b><span style=\"font-weight: 400;\">. Il s&rsquo;agit des objectifs \u00e0 court et long termes du programme de Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">, des crit\u00e8res de succ\u00e8s et de leur mesure.<\/span><\/p><p><b>Comment ? Les r\u00e8gles et standards en mati\u00e8re de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> et la fa\u00e7on dont les r\u00e8gles de l&rsquo;entreprise se transforment en r\u00e8gles de donn\u00e9es. Ces r\u00e8gles sont mises en place par l&rsquo;\u00e9quipe de Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">.<\/span><\/p><p><b>Qui ? Quels sont les diff\u00e9rents r\u00f4les<\/b><span style=\"font-weight: 400;\"> de la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0et quelles sont leurs responsabilit\u00e9s, \u00e0 qui se r\u00e9f\u00e9rer en cas de question ou de probl\u00e8mes li\u00e9s aux donn\u00e9es ?<\/span><\/p><p><b>Enfin, quand ?<\/b><span style=\"font-weight: 400;\"> Quelle est la chronologie de d\u00e9ploiement des processus de Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0? Quelles sont les diff\u00e9rentes \u00e9tapes et dans quel ordre doivent-elles \u00eatre ex\u00e9cut\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<\/div>\n\t\t\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-0a0dccd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0a0dccd\" data-element_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-89b629b\" data-id=\"89b629b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62df156 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"62df156\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Commencer une formation aux m\u00e9tiers de la Data<\/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<\/div>\n\t\t\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-71b471e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"71b471e\" data-element_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-41407e3\" data-id=\"41407e3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d79b320 elementor-widget elementor-widget-heading\" data-id=\"d79b320\" 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\">Protection et confidentialit\u00e9 des donn\u00e9es<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dd920d7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dd920d7\" data-element_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-46ce6c6\" data-id=\"46ce6c6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2381f2e elementor-widget elementor-widget-text-editor\" data-id=\"2381f2e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La protection et la confidentialit\u00e9 des donn\u00e9es prennent de plus en plus d&rsquo;importance dans les esprits. On le constate par exemple avec <\/span><b>l&rsquo;adoption du RGPD (R\u00e8glement G\u00e9n\u00e9ral pour la Protection des Donn\u00e9es)<\/b><span style=\"font-weight: 400;\"> dans l&rsquo;Union europ\u00e9enne.<\/span><\/p><p><span style=\"font-weight: 400;\">Ce <\/span><b>changement des mentalit\u00e9s impacte fortement<\/b><span style=\"font-weight: 400;\"> la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">. D\u00e9sormais, la confidentialit\u00e9 et la protection des donn\u00e9es \u00a0\u00bb par d\u00e9faut \u00a0\u00bb doivent \u00eatre int\u00e9gr\u00e9es aux standards et politiques de donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Ceci concerne <\/span><b>aussi bien les donn\u00e9es des employ\u00e9s que celles des clients<\/b><span style=\"font-weight: 400;\"> et des tiers. Le Data Controller doit avoir une vision d&rsquo;ensemble sur la fa\u00e7on dont les donn\u00e9es sont stock\u00e9es, sur qui y a acc\u00e8s et pour quelles raisons.<\/span><\/p><p><span style=\"font-weight: 400;\">Il est indispensable de<\/span><b> savoir quand l&rsquo;on manipule des donn\u00e9es personnelles<\/b><span style=\"font-weight: 400;\">, et le faire uniquement pour des raisons l\u00e9gitimes et conformes \u00e0 la l\u00e9gislation locale. Ceci concerne aussi bien l&rsquo;environnement de production que l&rsquo;environnement de d\u00e9veloppement.<\/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<\/div>\n\t\t\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-7b01e38 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7b01e38\" data-element_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-ab55c44\" data-id=\"ab55c44\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-073b97b elementor-widget elementor-widget-heading\" data-id=\"073b97b\" 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 sont les meilleures pratiques de Data Governance ?<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-af20b1f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"af20b1f\" data-element_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-2f9ea56\" data-id=\"2f9ea56\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-87cd936 elementor-widget elementor-widget-text-editor\" data-id=\"87cd936\" 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;\">Chaque entreprise est diff\u00e9rente, et<\/span><b> les pratiques de gouvernance doivent \u00eatre adapt\u00e9es<\/b><span style=\"font-weight: 400;\"> en fonction de ses besoins et de ses contraintes. Toutefois, certaines pratiques cl\u00e9s peuvent \u00eatre adopt\u00e9es de fa\u00e7on universelle.<\/span><\/p><p><span style=\"font-weight: 400;\">Tout d&rsquo;abord, <\/span><b>il est important de commencer doucement<\/b><span style=\"font-weight: 400;\">. La strat\u00e9gie de Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0doit \u00eatre d\u00e9ploy\u00e9e progressivement, comme pour tous les aspects d&rsquo;une entreprise.<\/span><\/p><p><span style=\"font-weight: 400;\">Il convient par ailleurs de <\/span><b>d\u00e9finir des objectifs clairs et mesurables<\/b><span style=\"font-weight: 400;\">. La mesure est indispensable pour le contr\u00f4le.<\/span><\/p><p><span style=\"font-weight: 400;\">Les r\u00f4les de la Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0et les responsabilit\u00e9s doivent \u00eatre identifi\u00e9s avec pr\u00e9cision. De m\u00eame, <\/span><b>les responsables de l&rsquo;entreprise doivent \u00eatre \u00e9duqu\u00e9s<\/b><span style=\"font-weight: 400;\"> et form\u00e9s \u00e0 la gouvernance des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Le framework de Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">\u00a0doit <\/span><b>s&rsquo;int\u00e9grer au mod\u00e8le \u00e9conomique de l&rsquo;entreprise<\/b><span style=\"font-weight: 400;\">. L&rsquo;infrastructure, l&rsquo;architecture et les outils requis doivent \u00eatre r\u00e9pertori\u00e9s, au m\u00eame titre que les diff\u00e9rents domaines et \u00e9l\u00e9ments de donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Mettez en place <\/span><b>des Indicateurs Cl\u00e9s de Performance<\/b><span style=\"font-weight: 400;\"> concernant la qualit\u00e9 des donn\u00e9es, pouvant \u00eatre li\u00e9s aux IDC des performances g\u00e9n\u00e9rales de votre entreprise. Identifiez aussi les avantages de la gouvernance des donn\u00e9es en termes de croissance, d&rsquo;\u00e9conomies et de conformit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin,<\/span><b> veillez \u00e0 communiquer fr\u00e9quemment<\/b><span style=\"font-weight: 400;\">. La communication est essentielle pour la gouvernance des donn\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<\/div>\n\t\t\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-4c7c6fd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c7c6fd\" data-element_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-00686ad\" data-id=\"00686ad\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c6f4f06 elementor-widget elementor-widget-heading\" data-id=\"c6f4f06\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Comment se former \u00e0 la Data Governance<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f4d3bff e-flex e-con-boxed e-con\" data-id=\"f4d3bff\" 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-83a48bd elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"83a48bd\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/PZlNVCqsHyc&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-8aafcc4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8aafcc4\" data-element_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-3a6a212\" data-id=\"3a6a212\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-12e573b elementor-widget elementor-widget-text-editor\" data-id=\"12e573b\" 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;\">Pour apprendre les meilleures pratiques de Data\u00a0<\/span>Governance<span style=\"font-weight: 400;\">, vous pouvez vous opter pour <\/span><b>les diff\u00e9rentes formations DataScientest<\/b><span style=\"font-weight: 400;\">. Nos parcours Data Scientist, Data Engineer, Data Analyst ou Data Management vous apprendront toutes les ficelles de la gouvernance des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Nos diff\u00e9rentes formations reposent sur<\/span><b> une approche de Blended Learning<\/b><span style=\"font-weight: 400;\"> alliant apprentissage en pr\u00e9sentiel et \u00e0 distance. Elles peuvent \u00eatre effectu\u00e9es en Formation Continue ou en BootCamp.<\/span><\/p><p><span style=\"font-weight: 400;\">Les apprenants re\u00e7oivent <\/span><b>un dipl\u00f4me certifi\u00e9 par l&rsquo;Universit\u00e9 de la Sorbonne<\/b><span style=\"font-weight: 400;\">, et 93% des alumnis ont trouv\u00e9 un emploi imm\u00e9diatement. Con\u00e7us par des professionnels, nos programmes r\u00e9pondent directement aux besoins des entreprises.<\/span><\/p><p><span style=\"font-weight: 400;\">Ces formations peuvent \u00eatre financ\u00e9es <\/span>via <a href=\"https:\/\/datascientest.com\/cpf-comment-utiliser-son-compte-personnel-de-formation\">le Compte Personnel de Formation<\/a><span style=\"font-weight: 400;\">, ou par P\u00f4le Emploi par le biais de l&rsquo;AIF. N&rsquo;attendez plus et d\u00e9couvrez les formations DataScientest !<\/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<\/div>\n\t\t\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-1e9cdb0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1e9cdb0\" data-element_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-7d3b4ae\" data-id=\"7d3b4ae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-168599d elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"168599d\" 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 les formations DataScientest<\/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<\/div>\n\t\t\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-b7050a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b7050a3\" data-element_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-3300aa5\" data-id=\"3300aa5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-577dd61 elementor-widget elementor-widget-text-editor\" data-id=\"577dd61\" 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>Vous savez tout sur la Data Governance. D\u00e9couvrez <a href=\"https:\/\/datascientest.com\/data-science-definition\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #5e36f3\">notre dossier complet sur la Data Science<\/span><\/a>, et <a href=\"https:\/\/datascientest.com\/metiers-big-data\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #5e36f3\">notre pr\u00e9sentation des m\u00e9tiers du Big Data<\/span><\/a>.<\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-98c7411 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"98c7411\" data-element_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-ae93ba2\" data-id=\"ae93ba2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1fe47f1 elementor-widget elementor-widget-html\" data-id=\"1fe47f1\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"Qu'est-ce que la Data Gouvernance ?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Pour faire simple, la Data Gouvernance est un ensemble de principes et de pratiques permettant d'assurer la haute qualit\u00e9 des donn\u00e9es \u00e0 travers l'int\u00e9gralit\u00e9 de leur cycle de vie.\"\n    }\n  },{\n    \"@type\": \"Question\",\n    \"name\": \"Quel est le but de la Data Gouvernance ?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"La Data Gouvernance offre de nombreuses possibilit\u00e9s. Elle permet tout d'abord de prendre des d\u00e9cisions coh\u00e9rentes, bas\u00e9es sur des donn\u00e9es fiables, et align\u00e9es avec les objectifs de l'entreprise.\"\n    }\n  },{\n    \"@type\": \"Question\",\n    \"name\": \"Quels sont les r\u00f4les de la Data Gouvernance ?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"La Data Gouvernance implique l'entreprise dans son ensemble, \u00e0 diff\u00e9rents degr\u00e9s. Certains jouent toutefois un r\u00f4le cl\u00e9. Les \\\" Data Owners \\\" sont les personnes capables de prendre des d\u00e9cisions et de les appliquer au sein de l'organisation. Ce sont les responsables de la qualit\u00e9 et de l'int\u00e9grit\u00e9 des donn\u00e9es.\"\n    }\n  }]\n}\n<\/script>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La Data Governance ou gouvernance des donn\u00e9es est indispensable en entreprise pour tirer profit des donn\u00e9es tout en assurant leur s\u00e9curit\u00e9 et leur conformit\u00e9. D\u00e9couvrez tout ce que vous devez savoir : d\u00e9finition, importance, r\u00f4les, conseils, formations&#8230; Pour les entreprises de tous les secteurs, les donn\u00e9es sont d\u00e9sormais essentielles. Toutefois, pour en tirer pleinement profit, [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":105812,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[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>Data Governance ou Gouvernance des Donn\u00e9es : d\u00e9finition et enjeux<\/title>\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\/data-governance-definition\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Governance ou Gouvernance des Donn\u00e9es : d\u00e9finition et enjeux\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/data-governance-definition\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2021-10-05T08:05:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-14T17:12:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2021\/09\/illu_data_goverment-68.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1405\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"J\u00e9r\u00e9my Robert\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"J\u00e9r\u00e9my Robert\" \/>\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\/data-governance-definition\",\"url\":\"https:\/\/datascientest.com\/data-governance-definition\",\"name\":\"Data Governance ou Gouvernance des Donn\u00e9es : d\u00e9finition et enjeux\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2021-10-05T08:05:36+00:00\",\"dateModified\":\"2025-01-14T17:12:47+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/data-governance-definition\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\",\"name\":\"J\u00e9r\u00e9my Robert\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/jeremyrobert.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/jeremyrobert.jpeg\",\"caption\":\"J\u00e9r\u00e9my Robert\"},\"description\":\"J\u00e9r\u00e9my Robert est actuellement Directeur p\u00e9dagogique B2B chez DataScientest.com. 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