{"id":10184,"date":"2020-04-22T14:29:29","date_gmt":"2020-04-22T14:29:29","guid":{"rendered":"http:\/\/timi.eu\/?page_id=10184"},"modified":"2021-05-07T13:53:04","modified_gmt":"2021-05-07T13:53:04","slug":"modeler","status":"publish","type":"page","link":"https:\/\/timi.eu\/fr\/timi\/modeler\/","title":{"rendered":"Modeler"},"content":{"rendered":"<div class=\"row  \" ><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12 pageswitcher\">\n\n<div\n\t class=\"wpml-ls-statics-shortcode_actions wpml-ls wpml-ls-legacy-dropdown js-wpml-ls-legacy-dropdown\">\n\t<ul>\n\n\t\t<li tabindex=\"0\" class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-fr wpml-ls-current-language wpml-ls-item-legacy-dropdown\">\n\t\t\t<a href=\"#\" class=\"js-wpml-ls-item-toggle wpml-ls-item-toggle\">\n                                                    <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/fr.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-native\">Fran\u00e7ais<\/span><\/a>\n\n\t\t\t<ul class=\"wpml-ls-sub-menu\">\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-en wpml-ls-first-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/en.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">Anglais<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-es\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\/es\/\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/es.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">Espagnol<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-nl\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\/nl\/\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/nl.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">N\u00e9erlandais<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-ru wpml-ls-last-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\/ru\/\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/ru.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">Russe<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t<\/ul>\n\n\t\t<\/li>\n\n\t<\/ul>\n<\/div>\n\n<\/div>\n<\/div><\/div><\/div>\n<div class=\"row custom-parallax-01 \" ><section class=\"parallax-box image-parallax-box \" style=\"min-height: 300px\"><div class=\"parallax-content\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:50px;\"><\/div>\n<img decoding=\"async\" class=\"aligncenter size-full wp-image-1564\" style=\"position: relative;\" src=\"\/wp-content\/uploads\/2016\/07\/logos-timimodeler-min-e1468012260656.png\" alt=\"Modeler\" width=\"75\"><\/p>\n<h2 style=\"text-align: center;\"><span style=\"color: #fff;\"><strong>MODELER<\/strong><br \/>\nMOD\u00c9LISATION AUTOMATIS\u00c9E<\/span><\/h2>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:90px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:90px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:50px;\"><\/div>\n<\/div>\n<\/div><\/div><div class=\"clear\"><\/div><\/div><div class=\"parallax-bg\" data-parallax-type=\"image\" data-img-url=\"\/wp-content\/uploads\/2020\/02\/mechanism2.jpg\" data-speed=\"1.5\" data-invert=\"\" ><\/div><\/section><\/div>\n<div class=\"row custom-services-price-wrapper2 \" ><div class=\"cherry-box   box-131\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:40px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:20px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-3\">\n<h3 style=\"color: #333; line-height: 50px; text-align: center;\"><span class=\"fa fa-forward cherry-icon   icon-700\"><\/span><span style=\"margin-left: 20px;\">PR\u00c9CIS &amp; RAPIDE<\/span><\/h3>\n<p style=\"color: #000; text-align: center;\">Obtenez le meilleur taux de conversion et de r\u00e9tention, la meilleure estimation du risque en quelques secondes.<\/p>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:40px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:20px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-3\">\n<h3 style=\"color: #333; line-height: 50px; text-align: center;\"><span class=\"fa fa-bolt cherry-icon   icon-716\"><\/span><span style=\"margin-left: 20px;\">PUISSANT<\/span><\/h3>\n<p style=\"color: #000; text-align: center;\">Aucune limite dans le dataset d\u2019apprentissage : Modeler g\u00e8re des dizaines de milliers de variables et des millions de lignes.<\/p>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-3\">\n<h3 style=\"color: #333; line-height: 50px; text-align: center;\"><span class=\"fa fa-gears cherry-icon   icon-148\"><\/span><span style=\"margin-left: 20px;\">AUTOMATIS\u00c9<\/span><\/h3>\n<p style=\"color: #000; text-align: center;\">En quelques clics, b\u00e9n\u00e9ficiez de plus de 20 ann\u00e9es d\u2019expertise en Data Sciences directement int\u00e9gr\u00e9e dans Modeler.<\/p>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-3\">\n<h3 style=\"color: #333; line-height: 50px; text-align: center;\"><span class=\"fa fa-caret-square-o-right cherry-icon   icon-264\"><\/span><span style=\"margin-left: 20px;\">ACTIONABLE<\/span><\/h3>\n<p style=\"color: #000; text-align: center;\">Modeler, c\u2019est la garantie de voir vos mod\u00e8les quitter le \u00ab\u00a0data lab\u00a0\u00bb pour entrer en production, en un drag&amp;drop.<\/p>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div id=\"what-is-timi-modeler\"><\/div>\n<div class=\"row custom-services-price-wrapper2 \" ><div class=\"cherry-box   box-591\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:70px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-6\">\n<a class=\"single-popup-image\" href=\"\/wp-content\/uploads\/2020\/04\/auto-ml-4.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-large wp-image-9486\" src=\"\/wp-content\/uploads\/2020\/04\/auto-ml-4-1024x450.png\" alt=\"auto-ml-3\" width=\"1024\" height=\"450\" style=\"margin-top: -25px;\"><\/a><br \/>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-6\">\n<h3 style=\"margin-left: 20px;\"><span style=\"color: #f00;\"><strong>MODELER<\/strong><\/span><span style=\"color: #333;\">, C&rsquo;EST LE <span style=\"color: #f00;\"><strong>PLAISIR<\/strong><\/span> :<\/span><\/h3>\n<ul>\n<li>d\u2019obtenir imm\u00e9diatement une meilleure compr\u00e9hension de sa cible et de son m\u00e9tier,<\/li>\n<li>de challenger ses apriori ou ses croyances,<\/li>\n<li>d\u2019appr\u00e9cier l\u2019inattendu,<\/li>\n<li>de d\u00e9couvrir des patterns cach\u00e9s dans ses donn\u00e9es,<\/li>\n<li>de valider ses choix et la pertinence de son feature engineering,<\/li>\n<li>de tester des sc\u00e9narios les plus originaux.<\/li>\n<\/ul>\n<\/div>\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:70px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:70px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:50px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div id=\"timi-modeler-features\"><\/div>\n<div class=\"row  \" ><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12 custom-home-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:50px;\"><\/div>\n<h2 style=\"text-align: center;\"><strong>POURQUOI<\/strong> <span style=\"color: #f00; font-weight: 500;\">MODELER<\/span><\/h2>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:20px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:10px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div>\n<div class=\"row  \" ><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">Pr\u00e9cision et Vitesse in\u00e9gal\u00e9es<\/span><\/h3>\n<p>Plus votre s\u00e9lection de variables est pertinente, plus vous optimisez vos m\u00e9ta-param\u00e8tres, meilleurs seront vos r\u00e9sultats. Gr\u00e2ce \u00e0 son moteur 100% multithread\u00e9, vectoris\u00e9 et cache-optimis\u00e9, Modeler teste en quelques secondes plus de 15.000 mod\u00e8les diff\u00e9rents pour finalement d\u00e9livrer le meilleur mod\u00e8le.<\/p>\n<a class=\"cherry-btn cherry-btn-primary cherry-btn-small cherry-btn-inline cherry-btn-fade custom-button-1  button-536\" target=\"_self\" href=\"\/fr\/timi\/modeler\/vitesse-et-precision\/\">Plus d'info<\/a>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">Scalable<\/span><\/h3>\n<p>Modeler g\u00e8re \u00e9galement facilement des tr\u00e8s grands ensembles de donn\u00e9es avec plus de 30.000 variables et plusieurs millions de lignes. Son moteur de compression de donn\u00e9es exclusif lui permet habituellement de stocker un ensemble de donn\u00e9es de 1 Go dans moins de 50 Mo de RAM.<\/p>\n<a class=\"cherry-btn cherry-btn-primary cherry-btn-small cherry-btn-inline cherry-btn-fade custom-button-1  button-723\" target=\"_self\" href=\"\/fr\/timi\/modeler\/vitesse-et-precision\/\">Plus d'info<\/a>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">Stable<\/span><\/h3>\n<p>Les algorithmes utilis\u00e9s dans Modeler sont pour la plupart insensibles aux donn\u00e9es sales (valeurs aberrantes et outliers) ou aux donn\u00e9es manquantes. Vous pouvez utiliser Modeler directement sur les bases de donn\u00e9es contenant vos donn\u00e9es op\u00e9rationnelles pour obtenir rapidement des mod\u00e8les exploitables.<br \/>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div>\n<div class=\"row  \" ><div class=\"cherry-box   box-555\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:20px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:10px;\"><\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">Des milliers de mod\u00e8les<\/span><\/h3>\n<p>Modeler cr\u00e9e automatiquement de nouvelles variables pour augmenter la pr\u00e9cision. Modeler cr\u00e9e des milliers de mod\u00e8les pr\u00e9dictifs et d\u00e9livre finalement le meilleur mod\u00e8le et le plus stable. Modeler ajuste tous les m\u00e9ta-param\u00e8tres de mod\u00e9lisation, calcule les intervalles de confiance et g\u00e9n\u00e8re tous les rapports n\u00e9cessaires.<br \/>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">Les 3 types de cible<\/span><\/h3>\n<p>Modeler dispose de 2 moteurs pr\u00e9dictifs : un moteur pour les cibles binaires et l\u2019autre pour les cibles continues. Lorsque vous combinez Modeler avec la boite \u00ab unique assignment solver \u00bb (dans Anatella), Modeler devient \u00e9galement l\u2019une des meilleures solutions pour pr\u00e9dire des cibles multi-classes.<br \/>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">Faible risque d&rsquo;overfitting<\/span><\/h3>\n<p>Modeler int\u00e8gre les 4 meilleures technologies permettant de combattre l\u2019overfitting, en tenant compte de la structure du mod\u00e8le d\u00e9livr\u00e9. Dans 99% des cas, Modeler fournit automatiquement un mod\u00e8le sans overfitting. Si vous observez toujours un overfitting, vous pouvez simplement ajuster les m\u00e9ta-param\u00e8tres de mod\u00e9lisation pour le supprimer.<\/p>\n<a class=\"cherry-btn cherry-btn-primary cherry-btn-small cherry-btn-inline cherry-btn-fade custom-button-1  button-328\" target=\"_self\" href=\"\/academy\/bi-overfitting\/\">Plus d'info (anglais)<\/a>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div class=\"row  \" ><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:70px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:20px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:10px;\"><\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">White box et \u00e9thique<\/span><\/h3>\n<p>Modeler a le r\u00e9flexe de syst\u00e9matiquement s\u00e9lectionner les variables les plus pertinentes et en nombre le plus restreint. Il utilise une \u00ab approche wrapper \u00bb am\u00e9lior\u00e9e qui vous informe pr\u00e9cis\u00e9ment sur les variables s\u00e9lectionn\u00e9es. Cette approche permet ainsi d\u2019obtenir des mod\u00e8les tr\u00e8s pr\u00e9cis mais aussi tr\u00e8s simples (avec peu de variables) qu\u2019il est ensuite facile de valider d\u2019un point de vue \u00e9thique gr\u00e2ce aux nombreux rapports de mod\u00e9lisation g\u00e9n\u00e9r\u00e9s automatiquement.<br \/>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">Transparent<\/span><\/h3>\n<p>Tous les algorithmes et tous les param\u00e8tres sont enti\u00e8rement document\u00e9s et disponibles.<br \/>\nModeler automatise enti\u00e8rement le process d\u2019optimisation de ces m\u00e9ta-param\u00e8tres. Toutefois, si vous le d\u00e9sirez, vous pouvez passer en mode manuel et les optimiser \u00e0 votre gr\u00e9. Vous conservez ainsi le contr\u00f4le total sur toute la cha\u00eene algorithmique utilis\u00e9e dans Modeler.<br \/>\n<div class=\"cherry-spacer  \" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<h3><span style=\"color: #f00;\">D\u00e9ploiement ais\u00e9<\/span><\/h3>\n<p>Modeler propose des dizaines d\u2019options pour faciliter la mise en production de vos mod\u00e8les. Vous pouvez simplement faire un drag&amp;drop de votre \u00ab fichier mod\u00e8le \u00bb dans une fen\u00eatre Anatella ou exporter en un clic de souris vos mod\u00e8les vers un code SQL simple (pour le scoring \u00ab in-database \u00bb).<br \/>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:70px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:20px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div>\n<div class=\"row custom-parallax-01 \" ><div class=\"cherry-box   box-768\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-7 col-lg-7 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:60px;\"><\/div>\n<h2 style=\"text-align: center;\"><strong>BOOSTEZ<\/strong><br \/>\n<span style=\"color: #f00; font-weight: 500;\">VOTRE PRODUCTIVIT\u00c9<\/span><\/h2>\n<p style=\"text-align: center; color: #000;\">Simplifiez et acc\u00e9l\u00e9rez le processus de cr\u00e9ation de mod\u00e8les pr\u00e9dictifs. L\u00e0 o\u00f9 une \u00e9quipe r\u00e9alise une douzaine de mod\u00e8les par an, Modeler permet \u00e0 ces m\u00eames analystes de devenir de v\u00e9ritables experts m\u00e9tiers de leur entreprise par la r\u00e9alisation de centaines, voire de millions de mod\u00e8les chaque ann\u00e9e.<\/p>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:60px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-12 col-md-5 col-lg-5 custom-parallax-text\">\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div class=\"row custom-testimonial-block2 \" ><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12\">\n<div class=\"row row-edge  \" >\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:50px;\"><\/div>\n<\/div>\n<\/div>\n<div class=\"row row-edge  \" >\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12 testi-header-test\">\n<h2><span style=\"color: #ffffff;\">T\u00e9moignages<\/span><\/h2>\n<\/div>\n<\/div>\n<div class=\"row  \" ><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12\">\n<div class=\"testimonials-wrap template-custom_testimonials\"><div class=\"testimonials-list\"><div id=\"quote-16011\" class=\"testimonials-item item-1 odd clearfix\"><div class=\"custom_testimonials-wrapper\">\r\n     <div class=\"header-testi\">\r\n          <div class=\"avatar-testi\">\r\n              \r\n          <\/div>\r\n\r\n          <div class=\"name-testi\">\r\n              <div class=\"name-testi-wrapper\">VOO<\/div>\r\n              <div class=\"position-testi-wrapper\">Telecom operator in Belgium<\/div>\r\n          <\/div>\r\n     <\/div>\r\n\r\n     <div class=\"content-testi\">\r\n          <p><em>\u00ab\u00a0Nous avons r\u00e9duit de 10% le taux de d\u00e9sabonnement sur le segment de client\u00e8le avec le taux de d\u00e9sabonnement le plus \u00e9lev\u00e9.\u00a0\u00bb<\/em><\/p>\n\r\n     <\/div>\r\n<\/div>\r\n<\/div><div id=\"quote-9835\" class=\"testimonials-item item-2 even clearfix\"><div class=\"custom_testimonials-wrapper\">\r\n     <div class=\"header-testi\">\r\n          <div class=\"avatar-testi\">\r\n              \r\n          <\/div>\r\n\r\n          <div class=\"name-testi\">\r\n              <div class=\"name-testi-wrapper\">Digicel<\/div>\r\n              <div class=\"position-testi-wrapper\">Mobile network provider<\/div>\r\n          <\/div>\r\n     <\/div>\r\n\r\n     <div class=\"content-testi\">\r\n          <p><em>\u00ab\u00a0Le framework TIMi comprend un outil ETL tr\u00e8s flexible qui manipule rapidement des jeux de donn\u00e9es de plusieurs t\u00e9raoctets sur un ordinateur de bureau ordinaire.\u00a0\u00bb<\/em><\/p>\n\r\n     <\/div>\r\n<\/div>\r\n<\/div><div id=\"quote-9831\" class=\"testimonials-item item-3 odd clearfix\"><div class=\"custom_testimonials-wrapper\">\r\n     <div class=\"header-testi\">\r\n          <div class=\"avatar-testi\">\r\n              \r\n          <\/div>\r\n\r\n          <div class=\"name-testi\">\r\n              <div class=\"name-testi-wrapper\">Bouygues Telecom<\/div>\r\n              <div class=\"position-testi-wrapper\">Telecom operator in France<\/div>\r\n          <\/div>\r\n     <\/div>\r\n\r\n     <div class=\"content-testi\">\r\n          <p><em>\u00ab\u00a0La solution optimale pour extraire des m\u00e9triques\/variables avanc\u00e9es gr\u00e2ce \u00e0 l&rsquo;utilisation d&rsquo;algorithmes de type \u00ab\u00a0r\u00e9seaux sociaux\u00a0\u00bb sur des graphes telecoms gigantesques.\u00a0\u00bb<\/em><\/p>\n\r\n     <\/div>\r\n<\/div>\r\n<\/div><\/div><\/div>\n<\/div>\n<\/div><\/div><\/div>\n<div class=\"row row-edge  \" >\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:50px;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":10137,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10184"}],"collection":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/comments?post=10184"}],"version-history":[{"count":57,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10184\/revisions"}],"predecessor-version":[{"id":13317,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10184\/revisions\/13317"}],"up":[{"embeddable":true,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10137"}],"wp:attachment":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/media?parent=10184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}