{"id":222805,"date":"2024-01-30T06:30:00","date_gmt":"2024-01-30T06:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=222805"},"modified":"2024-01-26T13:16:11","modified_gmt":"2024-01-26T13:16:11","slug":"roles-du-data-scientist-dans-une-strategie-de-data-gouvernance","status":"publish","type":"post","link":"https:\/\/datascientest.com\/roles-du-data-scientist-dans-une-strategie-de-data-gouvernance","title":{"rendered":"Les r\u00f4les du Data Scientist dans une strat\u00e9gie de Data Gouvernance"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"222805\" class=\"elementor elementor-222805\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0329853 e-flex e-con-boxed e-con\" data-id=\"0329853\" 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-c05ef73 elementor-widget elementor-widget-heading\" data-id=\"c05ef73\" 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><h2 class=\"elementor-heading-title elementor-size-default\">La data gouvernance est essentielle au sein d'une entreprise, \u00e0 la fois pour exploiter tout le potentiel des donn\u00e9es et pour assurer leur protection. En tant que sp\u00e9cialiste, le data scientist joue un r\u00f4le crucial dans la mise en place d'une strat\u00e9gie. D\u00e9couvrez tout ce qu\u2019il y a \u00e0 savoir sur le r\u00f4le du data scientist dans une strat\u00e9gie de data gouvernance.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f2bbff elementor-widget elementor-widget-text-editor\" data-id=\"8f2bbff\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Toutes les entreprises veulent profiter des avantages de l&rsquo;analyse des donn\u00e9es. Cependant, beaucoup \u00e9chouent dans leurs tentatives d&rsquo;exploiter la data et finissent par abandonner leurs projets. Bien souvent, la cause de cet \u00e9chec est l<\/span><b>&lsquo;absence d&rsquo;une strat\u00e9gie de Data Gouvernance<\/b><span style=\"font-weight: 400;\">. \u00c0 l&rsquo;heure o\u00f9 le volume d&rsquo;informations explose, de nombreuses organisations ploient sous le poids des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">\u00c0 l&rsquo;inverse, une solide gouvernance offre de nombreux avantages pour la prise de d\u00e9cisions data-driven, l&rsquo;innovation et la collaboration. Pour parvenir \u00e0 mettre en place ce cadre, l&rsquo;expertise d&rsquo;un data scientist est indispensable.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c30f4d e-flex e-con-boxed e-con\" data-id=\"1c30f4d\" 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-64caeab elementor-widget elementor-widget-heading\" data-id=\"64caeab\" 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 que la Data Gouvernance ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0fd53b elementor-widget elementor-widget-text-editor\" data-id=\"c0fd53b\" 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 <a href=\"https:\/\/www.datagalaxy.com\/fr\/tout-savoir-sur-la-data-governance\/\">Data Gouvernance<\/a> est un ensemble de <\/span><b>r\u00e8gles<\/b><span style=\"font-weight: 400;\">, <\/span><b>normes<\/b><span style=\"font-weight: 400;\"> et <\/span><b>processus<\/b><span style=\"font-weight: 400;\"> d\u00e9finissant comment les donn\u00e9es sont trait\u00e9es au sein d&rsquo;une entreprise. Elle regroupe la <\/span><b>collecte<\/b><span style=\"font-weight: 400;\">, <\/span><b>l&rsquo;utilisation<\/b><span style=\"font-weight: 400;\">, le <\/span><b>partage<\/b><span style=\"font-weight: 400;\"> et la <\/span><b>protection<\/b> <b>des<\/b> <b>donn\u00e9es<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Le but ? Maximiser la qualit\u00e9 des donn\u00e9es, afin d&rsquo;accro\u00eetre la pertinence des analyses. Par ailleurs, l&rsquo;objectif est d&rsquo;assurer la protection des donn\u00e9es et de veiller \u00e0 ce qu&rsquo;elles soient exploit\u00e9es de fa\u00e7on \u00e9thique.<\/span><\/p><p><span style=\"font-weight: 400;\">Cette gouvernance s&rsquo;applique \u00e0 toutes les donn\u00e9es de l&rsquo;entreprise. Elle concerne tous les formats d&rsquo;informations, y compris les textes, les images, les chiffres ou les donn\u00e9es non structur\u00e9es. Par ailleurs, elle doit couvrir l&rsquo;int\u00e9gralit\u00e9 du cycle de vie de la data, de sa cr\u00e9ation \u00e0 sa destruction.<\/span><\/p><p><span style=\"font-weight: 400;\">Une strat\u00e9gie de Data Gouvernance est aujourd&rsquo;hui indispensable, face aux enjeux de <a href=\"https:\/\/datascientest.com\/cybersecurite-tout-savoir\">cybers\u00e9curit\u00e9<\/a> et de <\/span><b>conformit\u00e9 <\/b><span style=\"font-weight: 400;\">aux normes industrielles et aux lois en vigueur. Les entreprises doivent prot\u00e9ger les donn\u00e9es contre les cyberattaques, mais aussi veiller au respect de la vie priv\u00e9e des individus comme l&rsquo;impose le RPGD pour les pays de l&rsquo;Union europ\u00e9enne.<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, la gouvernance des donn\u00e9es est n\u00e9cessaire pour faire le tri entre les <\/span><b>donn\u00e9es<\/b> <b>pertinentes<\/b><span style=\"font-weight: 400;\"> et les <\/span><b>informations<\/b> <b>superflues<\/b><span style=\"font-weight: 400;\"> qui ne feront qu&rsquo;encombrer inutilement les syst\u00e8mes de stockage et risquent de fausser les analyses. Mais quel est le r\u00f4le du Data Scientist dans la mise en place de cette strat\u00e9gie ?<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9524282 elementor-widget elementor-widget-image\" data-id=\"9524282\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1017\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-1.jpg\" class=\"attachment-full size-full wp-image-222859\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-1.jpg 1017w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-1-300x177.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-1-768x453.jpg 768w\" sizes=\"(max-width: 1017px) 100vw, 1017px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4933d12 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"4933d12\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Se former \u00e0 la Data Gouvernance<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51c431f e-flex e-con-boxed e-con\" data-id=\"51c431f\" 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-bca8f6f elementor-widget elementor-widget-heading\" data-id=\"bca8f6f\" 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\">Le r\u00f4le du Data Scientist<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f465c8f elementor-widget elementor-widget-text-editor\" data-id=\"f465c8f\" 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;\">Avant d&rsquo;explorer l&rsquo;importance de son r\u00f4le pour la Data Gouvernance, il convient de bien d\u00e9finir <a href=\"https:\/\/www.datagalaxy.com\/fr\/blog\/data-scientist\/\">en quoi consiste le m\u00e9tier de Data Scientist<\/a>. Ce professionnel de l&rsquo;analyse de donn\u00e9es utilise les <\/span><b>techniques<\/b> <b>statistiques<\/b><span style=\"font-weight: 400;\">, le <\/span><b>machine<\/b> <b>learning, le deep learning, la mise en place de mod\u00e8les<\/b><span style=\"font-weight: 400;\"> ou encore la <\/span><b>data visualisation<\/b><span style=\"font-weight: 400;\"> pour cr\u00e9er de la valeur \u00e0 partir des donn\u00e9es brutes. Gr\u00e2ce \u00e0 son travail, les entreprises peuvent s&rsquo;appuyer sur la data pour faire des pr\u00e9dictions et ainsi prendre de meilleures d\u00e9cisions ou d\u00e9velopper de nouveaux produits.<\/span><\/p><p><span style=\"font-weight: 400;\">Il est capable d&rsquo;explorer les donn\u00e9es massives pour en tirer des \u00ab insights \u00bb, et g\u00e9n\u00e9rer des pr\u00e9dictions utiles \u00e0 son entreprise. C&rsquo;est un expert en math\u00e9matiques, en statistiques, en informatique et en technologies de base des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Par ailleurs, son talent pour la communication lui permet de pr\u00e9senter ses r\u00e9sultats ou d\u00e9cideurs de l&rsquo;entreprise et aux employ\u00e9s non-techniques. Il ouvre ainsi l&rsquo;acc\u00e8s aux b\u00e9n\u00e9fices de l&rsquo;analyse de donn\u00e9es \u00e0 toute l&rsquo;organisation.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour <\/span><b>devenir data scientist<\/b><span style=\"font-weight: 400;\">, <a href=\"https:\/\/datascientest.com\/formation-data-scientist\">une formation ad\u00e9quate<\/a> est n\u00e9cessaire afin d&rsquo;acqu\u00e9rir les connaissances et les comp\u00e9tences requises. Cela implique d&rsquo;apprendre les concepts fondamentaux de l&rsquo;analyse<\/span> <span style=\"font-weight: 400;\">de donn\u00e9es, de ma\u00eetriser les outils et les technologies utilis\u00e9s dans le domaine, et de d\u00e9velopper une approche m\u00e9thodique pour r\u00e9soudre des probl\u00e8mes complexes. Il est \u00e9galement primordial de ma\u00eetriser au moins un langage de programmation, le plus utilis\u00e9 en data science \u00e9tant <\/span><b>Python<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Le Data Scientist est sans conteste le principal expert de la data science, m\u00eame s&rsquo;il collabore avec d&rsquo;autres professionnels comme le <a href=\"https:\/\/www.datagalaxy.com\/fr\/glossaire-data-engineer\/\">Data Engineer<\/a> et le <a href=\"https:\/\/www.datagalaxy.com\/fr\/glossaire-data-analyst\/\">Data Analyst<\/a>. Or, la Data Gouvernance est en fait indissociable de la data science.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d33e5b0 elementor-widget elementor-widget-image\" data-id=\"d33e5b0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"767\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-2.jpg\" class=\"attachment-full size-full wp-image-222860\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-2.jpg 767w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-2-300x235.jpg 300w\" sizes=\"(max-width: 767px) 100vw, 767px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48b99df elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"48b99df\" 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\/formation-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Ma\u00eetriser les r\u00f4les du Data Scientist<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f58aaca e-flex e-con-boxed e-con\" data-id=\"f58aaca\" 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-cc14b61 elementor-widget elementor-widget-heading\" data-id=\"cc14b61\" 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\">Deux disciplines indissociables<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9588023 elementor-widget elementor-widget-text-editor\" data-id=\"9588023\" 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;\">De nombreuses entreprises adoptant la Data Science font aujourd\u2019hui l&rsquo;erreur de n\u00e9gliger la Data Gouvernance. Une <a href=\"https:\/\/www.mega.com\/fr\/communiques-de-presse-le-volume-des-donnees-gerees-par-les-organisations-double-tous-les-2-ans\">\u00e9tude men\u00e9e fin 2022<\/a> par l\u2019institut Enterprise Strategy Group (ESG)\u00a0 r\u00e9v\u00e8le notamment que 83% des entreprises admettent que leur strat\u00e9gie n\u00e9cessite un renforcement.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">La Data Gouvernance permet pourtant de disposer de <\/span><b>donn\u00e9es<\/b> <b>plus<\/b> <b>fiables<\/b><span style=\"font-weight: 400;\">, plus pr\u00e9cises et plus <\/span><b>pertinentes<\/b><span style=\"font-weight: 400;\"> \u00e0 analyser. Cette discipline fait partie de la Data Science, et ne doit pas \u00eatre per\u00e7ue comme optionnelle.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Il s&rsquo;agit d&rsquo;une discipline indispensable pour optimiser l&rsquo;activit\u00e9 de l&rsquo;entreprise et pr\u00e9server la s\u00e9curit\u00e9 des donn\u00e9es. Sans elle, les organisations s&rsquo;exposent \u00e0 des cons\u00e9quences telles qu&rsquo;une perte de productivit\u00e9 ou de lourdes sanctions.<\/span><\/p><p><span style=\"font-weight: 400;\">Par cons\u00e9quent, la Data Gouvernance compte parmi <\/span><b>les responsabilit\u00e9s du Data Scientist<\/b><span style=\"font-weight: 400;\">. Son expertise est requise pour d\u00e9finir les r\u00e8gles et normes encadrant l&rsquo;usage des donn\u00e9es au sein de l&rsquo;organisation.<\/span><\/p><p><span style=\"font-weight: 400;\">Il est le plus apte \u00e0 identifier les meilleures sources de donn\u00e9es, d&rsquo;\u00e9valuer leur pertinence pour l&rsquo;entreprise et leur qualit\u00e9 g\u00e9n\u00e9rale. De m\u00eame, il est capable de d\u00e9finir les r\u00e8gles de gestion des donn\u00e9es incluant la fr\u00e9quence de mise \u00e0 jour, les conditions de partage ou les diff\u00e9rents niveaux d&rsquo;acc\u00e8s.<\/span><\/p><p><span style=\"font-weight: 400;\">Sa connaissance lui permet aussi de choisir les <\/span><b>outils<\/b><span style=\"font-weight: 400;\"> et <\/span><b>processus<\/b><span style=\"font-weight: 400;\"> \u00e0 adopter pour garantir la <\/span><b>conformit\u00e9<\/b> <b>au<\/b> <b>RGPD<\/b><span style=\"font-weight: 400;\"> et autres normes en vigueur. Il peut aussi former les employ\u00e9s \u00e0 utiliser les donn\u00e9es de fa\u00e7on responsable et respectueuse de la vie priv\u00e9e.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour s&rsquo;assurer que les r\u00e8gles de Data Gouvernance mises en place dans l&rsquo;entreprise soient respect\u00e9es, le Data Scientist peut aussi \u00e9tablir des <\/span><b>m\u00e9canismes<\/b> <b>de<\/b> <b>surveillance<\/b><span style=\"font-weight: 400;\"> et de <\/span><b>contr\u00f4le<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Vous l&rsquo;aurez compris : le r\u00f4le du Data Scientist dans une strat\u00e9gie de Data Gouvernance est primordial. Son expertise est indispensable pour encadrer le traitement des donn\u00e9es et assurer leur qualit\u00e9 et leur s\u00e9curit\u00e9 !<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8de3296 elementor-widget elementor-widget-image\" data-id=\"8de3296\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1010\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-3.jpg\" class=\"attachment-full size-full wp-image-222864\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-3.jpg 1010w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-3-300x178.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/data-scientist-data-governance-3-768x456.jpg 768w\" sizes=\"(max-width: 1010px) 100vw, 1010px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29f5eee elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"29f5eee\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Apprendre \u00e0 mener une strat\u00e9gie de Data Gouvernance<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La data gouvernance est essentielle au sein d&rsquo;une entreprise, \u00e0 la fois pour exploiter tout le potentiel des donn\u00e9es et pour assurer leur protection. En tant que sp\u00e9cialiste, le data scientist joue un r\u00f4le crucial dans la mise en place d&rsquo;une strat\u00e9gie. D\u00e9couvrez tout ce qu\u2019il y a \u00e0 savoir sur le r\u00f4le du data [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":222842,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417,2497],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Les r\u00f4les du Data Scientist dans une strat\u00e9gie de Data Gouvernance<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez tout ce qu\u2019il y a \u00e0 savoir sur le r\u00f4le du data scientist dans une strat\u00e9gie de data gouvernance.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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