{"id":245662,"date":"2024-07-24T05:30:00","date_gmt":"2024-07-24T05:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=245662"},"modified":"2024-07-24T08:12:01","modified_gmt":"2024-07-24T08:12:01","slug":"data-intelligence-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/data-intelligence-tout-savoir","title":{"rendered":"Data Intelligence : l&rsquo;art de transformer les donn\u00e9es en or"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"245662\" class=\"elementor elementor-245662\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-735a62c e-flex e-con-boxed e-con\" data-id=\"735a62c\" 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-33a0d2c elementor-widget elementor-widget-heading\" data-id=\"33a0d2c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><p class=\"elementor-heading-title elementor-size-default\">La Data intelligence d\u00e9signe la capacit\u00e9 \u00e0 exploiter les donn\u00e9es massives pour g\u00e9n\u00e9rer des informations strat\u00e9giques. D\u00e9couvrez tout ce qu\u2019il faut savoir sur cette pierre angulaire de la transformation num\u00e9rique, de ses technologies cl\u00e9s \u00e0 ses applications dans divers secteurs !<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-122744a elementor-widget elementor-widget-text-editor\" data-id=\"122744a\" 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;\">Avec plus de <strong>120 zettaoctets de donn\u00e9es g\u00e9n\u00e9r\u00e9es en 2023<\/strong>, il est incontestable que nous sommes entr\u00e9s dans l\u2019\u00e8re du Big Data.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">On estime d\u00e9sormais que le volume de donn\u00e9es <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">double environ tous les deux ans<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, et 90% d\u2019entre elles ont \u00e9t\u00e9 cr\u00e9\u00e9es au cours des deux derni\u00e8res ann\u00e9es.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Voyant ces <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">actifs num\u00e9riques<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> comme de pr\u00e9cieuses ressources, les entreprises de tous les secteurs cherchent \u00e0 les collecter \u00e0 partir de toutes les sources telles que les r\u00e9seaux sociaux, l\u2019Internet des Objets ou les transactions de e-commerce.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois, accumuler des donn\u00e9es n\u2019est pas suffisant pour en tirer profit. Il est n\u00e9cessaire de les transformer en connaissances aptes \u00e0 <strong>guider la prise de d\u00e9cision et \u00e0 stimuler l\u2019innovation<\/strong> : c\u2019est la Data Intelligence.<\/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-2bc5df6 e-flex e-con-boxed e-con\" data-id=\"2bc5df6\" 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-355e3ed elementor-widget elementor-widget-heading\" data-id=\"355e3ed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Qu\u2019est-ce que c\u2019est ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5ff5da elementor-widget elementor-widget-text-editor\" data-id=\"e5ff5da\" 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;\">Cette discipline repose sur <strong>trois piliers fondamentaux<\/strong>, permettant de transformer les donn\u00e9es brutes en informations strat\u00e9giques.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">D\u2019abord, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/le-big-data-pour-les-nuls\">le Big Data<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> : les immenses volumes de donn\u00e9es structur\u00e9es et non structur\u00e9es g\u00e9n\u00e9r\u00e9es quotidiennement.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Son r\u00f4le dans <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">la Data Intelligence<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> est central, car il fournit la mati\u00e8re premi\u00e8re n\u00e9cessaire pour extraire des insights significatifs et pertinents.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Le deuxi\u00e8me pilier est <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">l\u2019analyse de donn\u00e9es<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, impliquant l\u2019utilisation de m\u00e9thodes statistiques avanc\u00e9es pour examiner, nettoyer, transformer et mod\u00e9liser les donn\u00e9es.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Ces techniques permettent de d\u00e9couvrir des <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">tendances<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, des <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">corr\u00e9lations<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et des <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">mod\u00e8les<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> qui ne seraient pas imm\u00e9diatement apparents.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Il peut s\u2019agir de m\u00e9thodes d\u2019analyse simples la <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">statistique descriptive<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, ou beaucoup plus complexes comme l\u2019analyse pr\u00e9dictive et prescriptive.<\/span><\/p><p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 ces diff\u00e9rentes techniques, il devient possible de <strong>donner un sens aux donn\u00e9es<\/strong> et d\u2019en extraire des informations exploitables.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">D\u00e9sormais, un troisi\u00e8me pilier vient enrichir la Data Intelligence moderne : <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/intelligence-artificielle-et-finance\">l\u2019intelligence artificielle<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">. Les technologies IA, notamment le Machine Learning, permettent d\u2019<\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">automatiser l\u2019analyse des donn\u00e9es<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> \u00e0 grande \u00e9chelle et de d\u00e9couvrir des insights plus profonds.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Les <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/3-algorithmes-de-machine-learning-utiles-pour-votre-business\">algorithmes ML<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> peuvent en effet identifier des mod\u00e8les complexes dans les donn\u00e9es, <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">faire des pr\u00e9dictions<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et s\u2019am\u00e9liorer au fil du temps sans intervention humaine explicite.<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, l\u2019IA permet aussi de simuler des processus de pens\u00e9e humains pour <strong>r\u00e9soudre des probl\u00e8mes complexes<\/strong> et prendre des d\u00e9cisions bas\u00e9es sur les donn\u00e9es.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">C\u2019est l\u2019int\u00e9gration de ces trois \u00e9l\u00e9ments, <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Big Data, analyse de donn\u00e9es et IA<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, qui forme la base de la Data Intelligence et permet aux entreprises de transformer leurs donn\u00e9es en connaissances strat\u00e9giques.<\/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-5ccc8cd elementor-widget elementor-widget-image\" data-id=\"5ccc8cd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest1.jpg\" class=\"attachment-full size-full wp-image-245727\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest1.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest1-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest1-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53da064 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"53da064\" 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 de la data intelligence<\/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-f7413f8 e-flex e-con-boxed e-con\" data-id=\"f7413f8\" 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-d671587 elementor-widget elementor-widget-heading\" data-id=\"d671587\" 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 applications ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85c9cae elementor-widget elementor-widget-text-editor\" data-id=\"85c9cae\" 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 Intelligence trouve de nombreuses applications au sein des entreprises. Elle leur permet de <strong>prendre des d\u00e9cisions plus \u00e9clair\u00e9es<\/strong>, en s\u2019appuyant sur des donn\u00e9es concr\u00e8tes plut\u00f4t que sur l\u2019intuition.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Par exemple, une cha\u00eene de magasins peut utiliser l\u2019analyse des donn\u00e9es de vente pour optimiser son inventaire ou ajuster ses strat\u00e9gies de prix en temps r\u00e9el.<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, l\u2019analyse des <strong>comportements et pr\u00e9f\u00e9rences des clients<\/strong> permet d\u2019offrir des exp\u00e9riences hautement personnalis\u00e9es.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">C\u2019est ce que font les plateformes de streaming comme Netflix, afin de <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">recommander du contenu<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> \u00e0 leurs abonn\u00e9s. De m\u00eame, les e-commer\u00e7ants l\u2019emploient pour personnaliser les offres et am\u00e9liorer l\u2019engagement client.<\/span><\/p><p><span style=\"font-weight: 400;\">Afin d\u2019optimiser les processus op\u00e9rationnels, il est aussi possible d\u2019exploiter la Data Intelligence pour <strong>identifier les inefficacit\u00e9s<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">C\u2019est par exemple le cas dans la <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">logistique<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, o\u00f9 l\u2019analyse des donn\u00e9es permet d\u2019optimiser les itin\u00e9raires de livraison, de r\u00e9duire les co\u00fbts ou d\u2019am\u00e9liorer les d\u00e9lais.<\/span><\/p><p><span style=\"font-weight: 400;\">\u00c0 l\u2019aide des <strong>mod\u00e8les pr\u00e9dictifs<\/strong>, les entreprises peuvent \u00e9galement anticiper les tendances du march\u00e9, la demande des consommateurs ou m\u00eame les risques potentiels. Ceci facilite une planification strat\u00e9gique plus pr\u00e9cise \u00e0 long terme.<\/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-eea9694 e-flex e-con-boxed e-con\" data-id=\"eea9694\" 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-f188916 elementor-widget elementor-widget-heading\" data-id=\"f188916\" 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 la Data Intelligence transforme-t-elle diff\u00e9rents secteurs ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8bae20 elementor-widget elementor-widget-text-editor\" data-id=\"c8bae20\" 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;\">Une large vari\u00e9t\u00e9 de secteurs d\u2019activit\u00e9 sont transform\u00e9s par la Data Intelligence, qui <strong>red\u00e9finit les mod\u00e8les op\u00e9rationnels et cr\u00e9e de nouvelles opportunit\u00e9s<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Dans le domaine m\u00e9dical, elle permet une m\u00e9decine plus personnalis\u00e9e, des diagnostics plus pr\u00e9cis et une meilleure gestion des soins de sant\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\"><a href=\"https:\/\/datascientest.com\/ovh-et-lap-hp-sassocie-pour-creer-des-entrepots-de-donnees-de-sante\">L\u2019analyse de grandes quantit\u00e9s de donn\u00e9es m\u00e9dicales<\/a> aide \u00e0 identifier les tendances, \u00e0 pr\u00e9dire les \u00e9pid\u00e9mies et \u00e0 acc\u00e9l\u00e9rer la d\u00e9couverte de nouveaux traitements.<\/span><\/p><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Le secteur financier n\u2019est pas en reste, et utilise la Data Intelligence pour la d\u00e9tection de fraudes, l\u2019\u00e9valuation des risques et le <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/intelligence-artificielle-et-finance\">trading algorithmique<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Les banques et les assurances peuvent offrir des produits plus personnalis\u00e9s, et am\u00e9liorer la gestion des risques gr\u00e2ce \u00e0 une <strong>analyse approfondie des donn\u00e9es de leurs clients<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">Dans le commerce de d\u00e9tail, les entreprises exploitent la Data Intelligence pour optimiser la gestion des stocks, personnaliser les exp\u00e9riences d&rsquo;achat et pr\u00e9voir les tendances de consommation.<\/span><\/p><p><span style=\"font-weight: 400;\">L\u2019analyse des donn\u00e9es les aide aussi \u00e0 am\u00e9liorer la cha\u00eene d\u2019approvisionnement et \u00e0 <a href=\"https:\/\/datascientest.com\/integrer-la-data-science-dans-votre-strategie-marketing\">cr\u00e9er des strat\u00e9gies de marketing plus cibl\u00e9es<\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">La r\u00e9volution de l\u2019industrie 4.0 est aussi largement aliment\u00e9e par la Data Intelligence, qui permet la maintenance pr\u00e9dictive, l\u2019optimisation de la production et l\u2019am\u00e9lioration de la qualit\u00e9 des produits.<\/span><\/p><p><span style=\"font-weight: 400;\">Les usines peuvent \u00eatre g\u00e9r\u00e9es plus efficacement gr\u00e2ce \u00e0 <a href=\"https:\/\/datascientest.com\/capteurs-intelligents-tout-savoir\">l\u2019analyse en temps r\u00e9el des donn\u00e9es des capteurs<\/a>. Et dans le domaine de la logistique, il est d\u00e9sormais <strong>possible d\u2019optimiser les itin\u00e9raires ou de mieux pr\u00e9voir la demande<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">M\u00eame le secteur de l\u2019\u00e9ducation s\u2019appuie sur la Data Intelligence, afin de <strong>personnaliser l\u2019apprentissage<\/strong>, de suivre les progr\u00e8s des \u00e9tudiants et d\u2019identifier les domaines exigeant une attention particuli\u00e8re.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Nous assistons donc \u00e0 une v\u00e9ritable transformation bas\u00e9e sur les donn\u00e9es, qui impacte quasiment toutes les industries. Alors, comment d\u00e9ployer la Data Intelligence au sein d\u2019une entreprise ?<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d733bd elementor-widget elementor-widget-image\" data-id=\"2d733bd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest2.jpg\" class=\"attachment-full size-full wp-image-245731\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest2.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest2-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest2-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-065e6a1 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"065e6a1\" 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 de la data intelligence<\/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-9348b83 e-flex e-con-boxed e-con\" data-id=\"9348b83\" 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-8d1bbb4 elementor-widget elementor-widget-heading\" data-id=\"8d1bbb4\" 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\">Technologies cl\u00e9s et meilleurs outils<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-479c740 elementor-widget elementor-widget-text-editor\" data-id=\"479c740\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Plusieurs technologies sont indispensables pour mettre en \u0153uvre la Data Intelligence. Tout d\u2019abord, les <strong>outils d\u2019analyse de donn\u00e9es<\/strong>, qui vont des logiciels statistiques traditionnels aux plateformes d\u2019analyse avanc\u00e9es utilisant l\u2019IA.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Des solutions comme <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/langage-r-tout-savoir\">R<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/comparatif-bibliotheques-pyton-dataviz\">Python avec ses biblioth\u00e8ques de Data Science<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, ou les plateformes comme <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">SAS<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/tableau-outil-de-business-intelligence\">Tableau<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> sont largement utilis\u00e9es pour l\u2019analyse et la mod\u00e9lisation des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">La <a href=\"https:\/\/datascientest.com\/avec-la-data-visualisation-donnez-du-sens-a-vos-donnees\">visualisation des donn\u00e9es<\/a> est \u00e9galement capitale pour communiquer efficacement les <strong>insights<\/strong>. Voil\u00e0 pourquoi les outils comme Power BI, Tableau ou D3.js sont exploit\u00e9s afin de cr\u00e9er des <strong>visualisations interactives et intuitives<\/strong>, rendant les donn\u00e9es complexes plus accessibles aux d\u00e9cideurs.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour g\u00e9rer les volumes massifs de donn\u00e9es, des <strong>technologies de stockage et de traitement distribu\u00e9es<\/strong> sont aussi n\u00e9cessaires. Or, les plateformes cloud comme <a href=\"https:\/\/datascientest.com\/differences-clouds\">AWS, Google Cloud Platform et Microsoft Azure<\/a> offrent des capacit\u00e9s de stockage et de calcul \u00e9volutives.<\/span><\/p><p><span style=\"font-weight: 400;\">Les <strong>plateformes de traitement de Big Data<\/strong> comme <a href=\"https:\/\/datascientest.com\/hadoop\">Hadoop<\/a> et <a href=\"https:\/\/datascientest.com\/apache-spark\">Spark<\/a>, quant \u00e0 elles, sont indispensables pour g\u00e9rer et analyser de grands ensembles de donn\u00e9es.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">D\u00e9sormais, les plateformes d\u2019intelligence artificielle et de Machine Learning sont aussi utilis\u00e9es pour d\u00e9velopper et d\u00e9ployer des <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">mod\u00e8les IA et ML<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">. C\u2019est le cas des <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">frameworks<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> comme <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/tensorflow\">TensforFlow<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/pytorch-tout-savoir\">PyTorch<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, ou des services cloud tels que <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Google AI Platform<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Azure Machine Learning<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois,<strong> la qualit\u00e9 et la s\u00e9curit\u00e9 des donn\u00e9es<\/strong> ne doivent pas \u00eatre n\u00e9glig\u00e9es. Voil\u00e0 pourquoi les outils de gestion comme <strong>Informatics<\/strong>, <strong>Talend<\/strong> ou <strong>Colibra<\/strong> sont utilis\u00e9s afin de maintenir l\u2019int\u00e9grit\u00e9 des donn\u00e9es, de g\u00e9rer les m\u00e9tadonn\u00e9es et d\u2019assurer la conformit\u00e9 r\u00e8glementaire.<\/span><\/p><p><span style=\"font-weight: 400;\">Ces diff\u00e9rentes technologies permettent aux organisations de construire un \u00e9cosyst\u00e8me de Data Intelligence robuste, capable de transformer les donn\u00e9es brutes en insights strat\u00e9giques et en avantage concurrentiel.<\/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-17e44ed e-flex e-con-boxed e-con\" data-id=\"17e44ed\" 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-1739b7e elementor-widget elementor-widget-heading\" data-id=\"1739b7e\" 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\">D\u2019importants d\u00e9fis restent \u00e0 surmonter<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd25251 elementor-widget elementor-widget-text-editor\" data-id=\"fd25251\" 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;\">C\u2019est incontestable, la Data Intelligence pr\u00e9sente de nombreux avantages. Toutefois, elle soul\u00e8ve aussi des <strong>d\u00e9fis importants<\/strong> et des <strong>interrogations \u00e9thiques<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Avec la collecte et l\u2019analyse de grandes quantit\u00e9s de donn\u00e9es, souvent personnelles, la protection de la vie priv\u00e9e devient une pr\u00e9occupation majeure.<\/span><\/p><p><span style=\"font-weight: 400;\">Les entreprises doivent naviguer dans un paysage r\u00e9glementaire complexe, avec des lois comme <a href=\"https:\/\/datascientest.com\/formation-rgpd\">le RGPD en Europe<\/a> ou <strong>le CCPA en Californie<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Elles doivent donc mettre en place des <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">mesures robustes pour prot\u00e9ger les donn\u00e9es<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> contre les violations, et assurer leur utilisation \u00e9thique.<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, les algorithmes d\u2019IA et de Machine Learning peuvent perp\u00e9tuer ou amplifier les biais existants dans les donn\u00e9es sur lesquelles ils sont form\u00e9s.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Par exemple, un algorithme de recrutement pourrait discriminer certains groupes s\u2019il est entra\u00een\u00e9 sur des donn\u00e9es historiques biais\u00e9es. Il est donc imp\u00e9ratif de d\u00e9tecter et d\u2019att\u00e9nuer ces biais, en vue d\u2019<\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">assurer l\u2019\u00e9quit\u00e9 et l\u2019exactitude des insights<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Autre probl\u00e8me : les mod\u00e8les sont de plus en plus complexes, notamment dans <a href=\"https:\/\/datascientest.com\/formation-deep-learning\">le Deep Learning<\/a>. Il devient difficile d\u2019expliquer comment certaines d\u00e9cisions sont prises.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Ce fonctionnement en \u00ab <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">bo\u00eete noire<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> \u00bb pose des probl\u00e8mes dans des domaines sensibles comme la sant\u00e9 et la finance, o\u00f9 la compr\u00e9hension du processus d\u00e9cisionnel est cruciale. On constate que le concept d\u2019\u00ab <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">IA explicable<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> \u00bb gagne en importance pour r\u00e9pondre \u00e0 ce d\u00e9fi.<\/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-dd93618 elementor-widget elementor-widget-image\" data-id=\"dd93618\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest4.jpg\" class=\"attachment-full size-full wp-image-245745\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest4.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest4-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest4-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83b7ee5 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"83b7ee5\" 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 de la data intelligence<\/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-3d2668c e-flex e-con-boxed e-con\" data-id=\"3d2668c\" 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-a25016c elementor-widget elementor-widget-heading\" data-id=\"a25016c\" 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 futur pour la Data Intelligence ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-946ec14 elementor-widget elementor-widget-text-editor\" data-id=\"946ec14\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u00c0 l\u2019avenir, plusieurs tendances \u00e9mergentes sont susceptibles de fa\u00e7onner l\u2019\u00e9volution de la Data Intelligence. En voici quelques-unes.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Le <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/edge-computing-tout-savoir\">Edge Computing<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, ou traitement des donn\u00e9es \u00e0 la p\u00e9riph\u00e9rie du r\u00e9seau, conna\u00eet un r\u00e9el essor. En traitant les donn\u00e9es au <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">plus pr\u00e8s de leur source<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, il permet une analyse en temps r\u00e9el plus rapide et r\u00e9duit la latence.<\/span><\/p><p><span style=\"font-weight: 400;\">Cela s\u2019av\u00e8re tr\u00e8s pertinent pour les applications comme les <a href=\"https:\/\/datascientest.com\/vehicule-autonome-tout-savoir\">v\u00e9hicules autonomes<\/a> ou l\u2019IoT industriel. Ces derni\u00e8res n\u00e9cessitent en effet une <strong>analyse instantan\u00e9e des donn\u00e9es<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">De m\u00eame, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/dataops\">le DataOps<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, inspir\u00e9 par <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/devops\">le mouvement DevOps<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, vise \u00e0 am\u00e9liorer la <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">collaboration<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> entre les \u00e9quipes de donn\u00e9es, d\u2019op\u00e9rations et de d\u00e9veloppement.<\/span><\/p><p><span style=\"font-weight: 400;\">Cette approche permet d\u2019acc\u00e9l\u00e9rer le cycle de vie des projets de Data Intelligence et d\u2019am\u00e9liorer la <strong>qualit\u00e9 des insights<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">On assiste aussi \u00e0 une convergence de la Data Intelligence avec des technologies comme <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/internet-of-things-tout-savoir\">l\u2019Internet des Objets (IoT)<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/blockchain-tout-savoir\">la blockchain<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, ouvrant de nouvelles possibilit\u00e9s.<\/span><\/p><p><span style=\"font-weight: 400;\">Par exemple, l\u2019IoT fournit un flux continu de donn\u00e9es du monde r\u00e9el, tandis que la blockchain peut assurer <strong>l\u2019int\u00e9grit\u00e9 et la tra\u00e7abilit\u00e9 des donn\u00e9es<\/strong>.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Une autre technologie tr\u00e8s en vogue est <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/ia-generative-tout-savoir\">l\u2019IA g\u00e9n\u00e9rative<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, qui permet de g\u00e9n\u00e9rer du <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">contenu original<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> comme le texte ou les images. Elle ouvre de nouvelles fronti\u00e8res dans l\u2019analyse, mais aussi dans la cr\u00e9ation de donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Cela pourrait r\u00e9volutionner des domaines comme la conception de produits ou la cr\u00e9ation de contenus marketing !<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Par ailleurs, les outils de type <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/le-low-code-no-code-sous-le-regard-des-entreprises\">\u00ab low-code \u00bb ou \u00ab no-code \u00bb<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> rendent d\u00e9sormais la <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Data Intelligence plus accessible aux non-sp\u00e9cialistes<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">. Cette d\u00e9mocratisation permet \u00e0 un grand nombre d\u2019employ\u00e9s de participer \u00e0 l\u2019analyse de donn\u00e9es, et \u00e0 la prise de d\u00e9cision bas\u00e9e sur les r\u00e9sultats.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutes ces tendances d\u00e9montrent que la Data Intelligence va continuer d\u2019\u00e9voluer, et d\u2019offrir des capacit\u00e9s toujours plus avanc\u00e9es. Les organisations qui sauront l\u2019exploiter \u00e0 bon escient profiteront d\u2019un avantage ind\u00e9niable sur leurs concurrents.<\/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-87d5b65 e-flex e-con-boxed e-con\" data-id=\"87d5b65\" 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-9864a61 elementor-widget elementor-widget-heading\" data-id=\"9864a61\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion : la Data Intelligence, une discipline qui transforme le monde des entreprises<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85d8053 elementor-widget elementor-widget-text-editor\" data-id=\"85d8053\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En permettant aux organisations d\u2019extraire de pr\u00e9cieux insights \u00e0 partir de vastes ensembles de donn\u00e9es, la Data Intelligence ouvre la voie \u00e0 une <strong>prise de d\u00e9cision plus \u00e9clair\u00e9e<\/strong>, et \u00e0 des exp\u00e9riences client plus personnalis\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Sa ma\u00eetrise devient capitale pour rester comp\u00e9titif, et les organisations qui sauront exploiter efficacement cette <strong>ressource strat\u00e9gique<\/strong> seront mieux positionn\u00e9es pour innover, s\u2019adapter aux changements rapides du march\u00e9 et cr\u00e9er une valeur durable.<\/span><\/p><p><span style=\"font-weight: 400;\">Il s\u2019agit d\u2019un v\u00e9ritable changement de paradigme dans la fa\u00e7on dont nous comprenons et interagissons avec le monde qui nous entoure !<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Afin de devenir expert en Data Intelligence, vous pouvez <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">choisir DataScientest<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">. Nos diff\u00e9rentes formations vous permettront d\u2019acqu\u00e9rir toutes les comp\u00e9tences requises pour <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/formation-professionnelle-data-science\">devenir un professionnel de la Data Science<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Vous d\u00e9couvrirez notamment le <a href=\"https:\/\/datascientest.com\/formation-langage-python\">langage Python<\/a>, les <a href=\"https:\/\/datascientest.com\/data-management-tout-savoir\">diff\u00e9rentes techniques d\u2019analyse et de gestion des donn\u00e9es<\/a>, le <a href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\">Machine Learning<\/a>, la <a href=\"https:\/\/datascientest.com\/business-intelligence\">Business Intelligence<\/a> et apprendrez \u00e0 <strong>ma\u00eetriser tous les meilleurs outils<\/strong>.\u00a0<\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/formations-data\">Nos formations<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> s\u2019effectuent \u00e0 distance, en <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/definition-bootcamp\">BootCamp<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/apprentissage-continu-tout-savoir\">continu<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> ou <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/declaration-revenu-en-alternance\">alternance<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et permettent de recevoir une certification pour <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/bootcamp-data-analyst\">devenir Data Analyst<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/formation-data-scientist\">Data Scientist<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> ou encore <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: #ffffff;\" href=\"https:\/\/datascientest.com\/data-engineer-rncp\">Data Engineer<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">\u00c0 la fin du cursus, vous recevrez aussi un dipl\u00f4me reconnu par l\u2019\u00c9tat. N\u2019attendez plus, et rejoignez DataScientest pour <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">d\u00e9couvrir tous les secrets de la Data Intelligence !<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6daa5f0 elementor-widget elementor-widget-image\" data-id=\"6daa5f0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"514\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest3.jpg\" class=\"attachment-full size-full wp-image-245738\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest3.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest3-300x171.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest3-768x439.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-040760d elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"040760d\" 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 de la data intelligence<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39df7da elementor-widget elementor-widget-text-editor\" data-id=\"39df7da\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Vous savez tout sur la Data Intelligence. Pour plus d\u2019informations sur le m\u00eame sujet, d\u00e9couvrez <a href=\"https:\/\/datascientest.com\/power-bi\">notre dossier sur Power BI<\/a> et <a href=\"https:\/\/datascientest.com\/data-analysis-tout-savoir\">notre dossier enti\u00e8rement consacr\u00e9 \u00e0 l\u2019analyse de donn\u00e9es<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-caafbf2 e-flex e-con-boxed e-con\" data-id=\"caafbf2\" 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-85728df elementor-widget elementor-widget-html\" data-id=\"85728df\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Qu\u2019est-ce que la data intelligence ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Cette discipline repose sur trois piliers fondamentaux, permettant de transformer les donn\u00e9es brutes en informations strat\u00e9giques : le Big Data, l'analyse de donn\u00e9es et l'intelligence artificielle.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quelles sont les applications de la data intelligence ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"La Data Intelligence trouve de nombreuses applications au sein des entreprises. 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Cela va du commerce au d\u00e9tail ou en ligne en passant les services de streaming ainsi que la logistique.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quels sont les technologies cl\u00e9s et meilleurs outils de data Intelligence ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Plusieurs technologies sont indispensables pour mettre en \u0153uvre la Data Intelligence: \\n - Outils d'analyse et de mod\u00e9lisation de donn\u00e9es comme R et Python \\n - Solutions de stockage dans le cloud comme AWS, GCP ou Azure \\n - Plateformes d'IA et de ML comme TensorFlow et PyTorch\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Pourquoi se former dans la data Intelligence ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"En permettant aux organisations d\u2019extraire de pr\u00e9cieux insights \u00e0 partir de vastes ensembles de donn\u00e9es, la Data Intelligence ouvre la voie \u00e0 une prise de d\u00e9cision plus \u00e9clair\u00e9e, et \u00e0 des exp\u00e9riences client plus personnalis\u00e9es. Sa ma\u00eetrise devient capitale pour rester comp\u00e9titif, et les organisations qui sauront exploiter efficacement cette ressource strat\u00e9gique seront mieux positionn\u00e9es pour innover, s\u2019adapter aux changements rapides du march\u00e9 et cr\u00e9er une valeur durable.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La Data intelligence d\u00e9signe la capacit\u00e9 \u00e0 exploiter les donn\u00e9es massives pour g\u00e9n\u00e9rer des informations strat\u00e9giques. D\u00e9couvrez tout ce qu\u2019il faut savoir sur cette pierre angulaire de la transformation num\u00e9rique, de ses technologies cl\u00e9s \u00e0 ses applications dans divers secteurs ! Avec plus de 120 zettaoctets de donn\u00e9es g\u00e9n\u00e9r\u00e9es en 2023, il est incontestable que [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":245664,"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 Intelligence : l&#039;art de transformer les donn\u00e9es en or<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez tout ce qu\u2019il faut savoir sur la data intelligence, de ses technologies cl\u00e9s \u00e0 ses applications dans divers secteurs !\" \/>\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-intelligence-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Intelligence : l&#039;art de transformer les donn\u00e9es en or\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/data-intelligence-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-24T05:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-24T08:12:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/data-intelligence-datascientest.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\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=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/data-intelligence-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/data-intelligence-tout-savoir\",\"name\":\"Data Intelligence : l'art de transformer les donn\u00e9es en or\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-07-24T05:30:00+00:00\",\"dateModified\":\"2024-07-24T08:12:01+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\"},\"description\":\"D\u00e9couvrez tout ce qu\u2019il faut savoir sur la data intelligence, de ses technologies cl\u00e9s \u00e0 ses applications dans divers secteurs !\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/data-intelligence-tout-savoir\"]}]},{\"@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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