{"id":959,"date":"2020-10-08T10:08:28","date_gmt":"2020-10-08T10:08:28","guid":{"rendered":"https:\/\/www.data-ia.fr\/?page_id=959"},"modified":"2020-10-20T09:07:04","modified_gmt":"2020-10-20T09:07:04","slug":"dataia-rd","status":"publish","type":"page","link":"https:\/\/www.data-ia.fr\/index.php\/dataia-rd\/","title":{"rendered":"DataiA R&#038;D"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: #ffffff;background-position: left top;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;background-color:#ffffff;padding: 0px 0px 0px 0px;\"><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-1{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-1{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:48;line-height:1.21;\"><p class=\"p1\"><span class=\"s1\">NOS <\/span><span class=\"s2\">I.A <\/span><span class=\"s1\">ONT UN GROS <\/span><span class=\"s2\">Q.I<\/span><span class=\"s1\"> !<\/span><\/p><\/h2><\/div><ul class=\"fusion-checklist fusion-checklist-1\" style=\"font-size:14px;line-height:23.8px;\"><li class=\"fusion-li-item\"><span style=\"background-color:#00d7d1;font-size:12.32px;height:23.8px;width:23.8px;margin-right:9.8px;\" class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-arrow-right fas\" style=\"color:#ffffff;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:33.6px;\">\n<p><span class=\"s2\">10 ann\u00e9es de R&amp;D Universitaire avec l\u2019IMAG et l\u2019INRIA. Direction de th\u00e8se en cours<\/span><\/p>\n<\/div><\/li><li class=\"fusion-li-item\"><span style=\"background-color:#00d7d1;font-size:12.32px;height:23.8px;width:23.8px;margin-right:9.8px;\" class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-arrow-right fas\" style=\"color:#ffffff;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:33.6px;\">\n<p><span class=\"s2\">Simulation du comportement humain \u00e0 base d\u2019algorithmes pr\u00e9dictifs et prescriptifs<\/span><\/p>\n<\/div><\/li><li class=\"fusion-li-item\"><span style=\"background-color:#00d7d1;font-size:12.32px;height:23.8px;width:23.8px;margin-right:9.8px;\" class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-arrow-right fas\" style=\"color:#ffffff;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:33.6px;\">\n<p><span class=\"s2\">Jusqu\u2019\u00e0 1200 variables d\u2019enrichissement (insee, iris, dila\u2026.)<\/span><\/p>\n<\/div><\/li><li class=\"fusion-li-item\"><span style=\"background-color:#00d7d1;font-size:12.32px;height:23.8px;width:23.8px;margin-right:9.8px;\" class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-arrow-right fas\" style=\"color:#ffffff;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:33.6px;\">\n<p><span class=\"s2\">+ 70 % de bonnes classifications apr\u00e8s apprentissage<\/span><\/p>\n<\/div><\/li><\/ul><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-0{width:50% !important;margin-top : 0px;margin-bottom : 42px;}.fusion-builder-column-0 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-0{width:100% !important;order : 0;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-0{width:100% !important;order : 0;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div style=\"text-align:center;\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\" style=\"max-width:full;\"><img fetchpriority=\"high\" fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"300\" alt=\"campagne marketing ia\" title=\"robot\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/robot-300x300.jpg\" class=\"img-responsive wp-image-963\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/robot-200x200.jpg 200w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/robot-400x400.jpg 400w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/robot.jpg 500w\" sizes=\"(max-width: 800px) 100vw, (max-width: 640px) 100vw, 300px\" \/><\/span><\/div><div style=\"text-align:center;\"><style type=\"text\/css\">.fusion-button.button-1 {border-radius:2px;}<\/style><a class=\"fusion-button button-flat fusion-button-default-size button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"https:\/\/www.data-ia.fr\/index.php\/contact\/\"><span class=\"fusion-button-text\">Demander le livre blanc INRIA\/I.A<\/span><\/a><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-1{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-1 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-1{width:50% !important;}.fusion-builder-column-1 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-1{width:100% !important;}.fusion-builder-column-1 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-1{ padding-top : 110px;margin-top : 0px;padding-right : 0px;padding-bottom : 80px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-stretch\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-2{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-2{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;color:#132c66;--fontSize:48;line-height:1.21;\"><p class=\"p1\"><span class=\"s1\">Un processus unique de mod\u00e9lisation du comportement\u2026<\/span><\/p><\/h2><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-2{width:100% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-2 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 1.92%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 1.92%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-2{width:100% !important;order : 0;}.fusion-builder-column-2 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-2{width:100% !important;order : 0;}.fusion-builder-column-2 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_3 1_3 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;background-color:#132c66;padding: 15% 12% 10% 12%;\"><div style=\"text-align:center;\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img loading=\"lazy\" decoding=\"async\" width=\"120\" height=\"120\" title=\"algorithm\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/algorithm.png\" class=\"img-responsive wp-image-1127\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/algorithm-66x66.png 66w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/algorithm.png 120w\" sizes=\"(max-width: 120px) 100vw, 120px\" \/><\/span><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-1\"><p style=\"text-align: center;\"><span style=\"color: #ffffff;\"><strong>\u00ab algorithmes cognitifs \u00e0 \u00e9volution rapide \u00bb<\/strong><br \/>\nNos algorithmes comportementaux se basent sur le principe des for\u00eats al\u00e9atoires auto g\u00e9n\u00e9ratrices auxquelles sont int\u00e9gr\u00e9s des concepts proches du \u00ab vivant \u00bb permettant d\u2019obtenir des probabilit\u00e9s toujours plus robustes et un scoring client de qualit\u00e9.<\/span><\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-3{width:33.333333333333% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-3 > .fusion-column-wrapper {padding-top : 15% !important;padding-right : 12% !important;margin-right : 5.76%;padding-bottom : 10% !important;padding-left : 12% !important;margin-left : 5.76%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-3{width:50% !important;order : 0;}.fusion-builder-column-3 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-3{width:100% !important;order : 0;}.fusion-builder-column-3 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_3 1_3 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;background-color:#132c66;padding: 15% 12% 10% 12%;\"><div style=\"text-align:center;\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\"><img loading=\"lazy\" decoding=\"async\" width=\"120\" height=\"120\" title=\"knowledge\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/knowledge.png\" class=\"img-responsive wp-image-1125\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/knowledge-66x66.png 66w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/knowledge.png 120w\" sizes=\"(max-width: 120px) 100vw, 120px\" \/><\/span><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-2\"><p style=\"text-align: center;\"><span style=\"color: #ffffff;\"><strong>Une connaissance affin\u00e9e par l\u2019enrichissement massif<\/strong><br \/>\nL\u2019enrichissement consiste \u00e0 aller chercher, des donn\u00e9es issues de sources externes (bases big data, open data, INSEE, INPI, Infogreffe, bases priv\u00e9es, r\u00e9seaux sociaux, zones Iris&#8230;) jusqu\u2019\u00e0 1200 variables \u00a0! Mises en corr\u00e9lation avec les donn\u00e9es 1st party, elles r\u00e9v\u00e8lent des tendances fondamentales dans les r\u00e9sultats obtenus.<\/span><\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-4{width:33.333333333333% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-4 > .fusion-column-wrapper {padding-top : 15% !important;padding-right : 12% !important;margin-right : 5.76%;padding-bottom : 10% !important;padding-left : 12% !important;margin-left : 5.76%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-4{width:50% !important;order : 0;}.fusion-builder-column-4 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-4{width:100% !important;order : 0;}.fusion-builder-column-4 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_3 1_3 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;background-color:#132c66;padding: 15% 12% 10% 12%;\"><div style=\"text-align:center;\"><span class=\" fusion-imageframe imageframe-none imageframe-4 hover-type-none\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"120\" height=\"120\" title=\"results\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/results.png\" class=\"img-responsive wp-image-1126\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/results-66x66.png 66w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/results.png 120w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/span><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-3\"><p style=\"text-align: center;\"><span style=\"color: #ffffff;\"><strong> Des milliards de combinaisons test\u00e9es en permanence pour optimiser les r\u00e9sultats en temps r\u00e9el<\/strong><br \/>\nLes for\u00eats al\u00e9atoires \u00e9volutives vont venir croiser l&rsquo;ensemble des donn\u00e9es afin d&rsquo;identifier les combinaisons \u00e0 plus fortes valeurs. Gr\u00e2ce \u00e0 un apprentissage continu le syst\u00e8me analyse de fa\u00e7on r\u00e9p\u00e9t\u00e9e les donn\u00e9es et g\u00e9n\u00e8re avec fiabilit\u00e9 la meilleure r\u00e9ponse \u00e0 la question initiale. <\/span><\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-5{width:33.333333333333% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-5 > .fusion-column-wrapper {padding-top : 15% !important;padding-right : 12% !important;margin-right : 5.76%;padding-bottom : 10% !important;padding-left : 12% !important;margin-left : 5.76%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-5{width:50% !important;order : 0;}.fusion-builder-column-5 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-5{width:100% !important;order : 0;}.fusion-builder-column-5 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-2{ padding-top : 50px;margin-top : 0px;padding-right : 0px;padding-bottom : 50px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: #00d7d1;background-position: left top;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-3{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-3{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;color:#132c66;--fontSize:48;line-height:1.21;\"><span class=\"s1\">UNE BASE DE DONN\u00c9ES \u00c9VOLUTIVE<\/span><\/h2><\/div><div class=\"fusion-text fusion-text-4\"><p style=\"text-align: center; color: #132c66; font-size: 15px; line-height: 20px;\">Les donn\u00e9es sur lesquelles nous travaillons sont pour la plupart des donn\u00e9es concernant des \u00ab humains \u00bb et l&rsquo;une des caract\u00e9ristiques dont nous devons tenir compte est la diversit\u00e9 des comportements.<br \/>\nEn effet, les femmes et les hommes changent, \u00e9voluent, r\u00e9agissent et s\u2019adaptent en fonction de leurs particularit\u00e9s. Les donn\u00e9es stock\u00e9es qui les caract\u00e9risent doivent donc en faire autant. Ainsi, il n\u2019est plus question de prendre en compte une base de donn\u00e9es fig\u00e9e, mais une base de donn\u00e9es \u00e9volutive selon divers facteurs : environnement, influences, tendances, m\u00e9t\u00e9o\u2026<br \/>\nPour exploiter de telles donn\u00e9es les algorithmes ont \u00e9t\u00e9 red\u00e9velopp\u00e9s dans un langage probabiliste \u00ab le probabilistic programming \u00bb permettant ainsi de cr\u00e9er des mod\u00e8les qui prennent des d\u00e9cisions \u00e0 partir d&rsquo;observations en temps r\u00e9el.<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-6{width:50% !important;margin-top : 0px;margin-bottom : 0px;}.fusion-builder-column-6 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-6{width:100% !important;order : 0;}.fusion-builder-column-6 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-6{width:100% !important;order : 0;}.fusion-builder-column-6 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-center fusion-column-no-min-height\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div ><span class=\" fusion-imageframe imageframe-none imageframe-5 hover-type-none\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"282\" title=\"groupe\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/groupe.jpg\" class=\"img-responsive wp-image-1249\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/groupe-200x113.jpg 200w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/groupe-400x226.jpg 400w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/groupe.jpg 500w\" sizes=\"auto, (max-width: 800px) 100vw, (max-width: 640px) 100vw, 500px\" \/><\/span><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-7{width:50% !important;margin-top : 0px;margin-bottom : 0px;}.fusion-builder-column-7 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-7{width:100% !important;order : 0;}.fusion-builder-column-7 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-7{width:100% !important;order : 0;}.fusion-builder-column-7 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-3{ padding-top : 20px;margin-top : 0px;padding-right : 0px;padding-bottom : 20px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: #ffffff;background-position: left top;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div style=\"text-align:center;\"><span class=\" fusion-imageframe imageframe-none imageframe-6 hover-type-none\" style=\"max-width:full;\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"555\" height=\"316\" title=\"modele-predictif-etic-data-e1519234300535\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/modele-predictif-etic-data-e1519234300535.png\" class=\"img-responsive wp-image-1191\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/modele-predictif-etic-data-e1519234300535-200x114.png 200w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/modele-predictif-etic-data-e1519234300535-400x228.png 400w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/modele-predictif-etic-data-e1519234300535.png 555w\" sizes=\"auto, (max-width: 800px) 100vw, (max-width: 640px) 100vw, 555px\" \/><\/span><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-8{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-8 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-8{width:50% !important;}.fusion-builder-column-8 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-8{width:100% !important;}.fusion-builder-column-8 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;background-color:#ffffff;padding: 0px 0px 0px 0px;\"><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-4{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-4{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:48;line-height:1.21;\"><p style=\"color: #132c66; font-size: 17px; line-height: 30px; text-align: left;\"><strong>Des milliards de combinaisons sont test\u00e9es en permanence pour fournir des r\u00e9sultats toujours meilleurs en temps r\u00e9el<\/strong><\/p><\/h2><\/div><div class=\"fusion-text fusion-text-5\"><p class=\"p1\">Les for\u00eats al\u00e9atoires \u00e9volutives vont venir croiser l&rsquo;ensemble des donn\u00e9es entre elles, quel que soit leur type\u00a0: <span class=\"s1\"><b>quantitatives, qualitatives, ordinales ou encore supervis\u00e9es, non supervis\u00e9es<\/b><\/span>, afin d&rsquo;identifier les combinaisons \u00e0 plus fortes valeurs et les stocker dans un mod\u00e8le pr\u00e9dictif \u00e9volutif.<\/p>\n<p class=\"p1\">Gr\u00e2ce \u00e0 un apprentissage continu, dont la dur\u00e9e peut varier entre 3 et 4 mois, le syst\u00e8me analyse de fa\u00e7on r\u00e9p\u00e9t\u00e9e les donn\u00e9es et g\u00e9n\u00e8re avec fiabilit\u00e9 la meilleure r\u00e9ponse \u00e0 la question initiale.<\/p>\n<p class=\"p1\">Chaque question pos\u00e9e au syst\u00e8me g\u00e9n\u00e8re un mod\u00e8le sp\u00e9cifique. Notre solution cr\u00e9\u00e9e ainsi autant de mod\u00e9lisation qu\u2019il y a de questions.<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-9{width:50% !important;margin-top : 0px;margin-bottom : 42px;}.fusion-builder-column-9 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-9{width:100% !important;order : 0;}.fusion-builder-column-9 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-9{width:100% !important;order : 0;}.fusion-builder-column-9 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;background-color:#ffffff;padding: 0px 0px 0px 0px;\"><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-5{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-5{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:48;line-height:1.21;\"><p style=\"color: #132c66; font-size: 17px; line-height: 30px; text-align: left;\"><strong>La pertinence des concepts \u00ab\u00a0Vrais positifs\u00a0\u00bb et \u00ab\u00a0Vrais n\u00e9gatifs\u00a0\u00bb en data intelligence<\/strong><\/p><\/h2><\/div><div class=\"fusion-text fusion-text-6\"><p class=\"p1\">La qualit\u00e9 d\u2019un mod\u00e8le de classification en<a href=\"https:\/\/etic-data.com\/data-science\/\"><span class=\"s1\"> data science<\/span><\/a> se mesure par ses probabilit\u00e9s de bonne classification. Cependant un \u00ab\u00a0bon\u00a0\u00bb taux de bonne classification g\u00e9n\u00e9ral peut parfois cacher des r\u00e9sultats insatisfaisants.<\/p>\n<p class=\"p1\"><i>Exemple : \u00ab si la base de donn\u00e9es \u00e0 partir de laquelle le mod\u00e8le \u00ab acheteur \/ non acheteur \u00bb est cr\u00e9\u00e9 contient moins de 20% d\u2019acheteurs, il suffit que le mod\u00e8le classe tous les individus dans le groupe non acheteurs pour avoir un taux de bonne classification g\u00e9n\u00e9ral de 80 % \u00bb.<\/i><\/p>\n<p class=\"p3\">En cons\u00e9quence, les taux de bonne classification de nos mod\u00e8les s\u2019expriment en termes de taux de \u00ab\u00a0vrais positifs\u00a0\u00bb (individus bien class\u00e9s r\u00e9pondant positivement \u00e0 la question) et de taux de \u00ab\u00a0vrais n\u00e9gatifs\u00a0\u00bb (individus bien class\u00e9s r\u00e9pondant n\u00e9gativement \u00e0 la question). Ce n\u2019est qu\u2019une fois ces deux indicateurs valid\u00e9s en termes de performance que le mod\u00e8le est confirm\u00e9.<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-10{width:50% !important;margin-top : 0px;margin-bottom : 42px;}.fusion-builder-column-10 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-10{width:100% !important;order : 0;}.fusion-builder-column-10 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-10{width:100% !important;order : 0;}.fusion-builder-column-10 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div style=\"text-align:center;\"><span class=\" fusion-imageframe imageframe-none imageframe-7 hover-type-none\" style=\"max-width:full;\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"400\" title=\"tete\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/tete.jpg\" class=\"img-responsive wp-image-1194\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/tete-200x160.jpg 200w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/tete-400x320.jpg 400w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/tete.jpg 500w\" sizes=\"auto, (max-width: 800px) 100vw, (max-width: 640px) 100vw, 500px\" \/><\/span><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-11{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-11 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-11{width:50% !important;}.fusion-builder-column-11 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-11{width:100% !important;}.fusion-builder-column-11 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-4{ padding-top : 50px;margin-top : 0px;padding-right : 0px;padding-bottom : 0px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: #00d7d1;background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-12 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div ><span class=\" fusion-imageframe imageframe-none imageframe-8 hover-type-none\" style=\"max-width:400px;\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"533\" height=\"800\" title=\"shop\" src=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/shop.jpg\" class=\"img-responsive wp-image-1257\" srcset=\"https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/shop-200x300.jpg 200w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/shop-400x600.jpg 400w, https:\/\/www.data-ia.fr\/wp-content\/uploads\/2020\/10\/shop.jpg 533w\" sizes=\"auto, (max-width: 800px) 100vw, (max-width: 640px) 100vw, 533px\" \/><\/span><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-12{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-12 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-12{width:100% !important;order : 0;}.fusion-builder-column-12 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-12{width:100% !important;order : 0;}.fusion-builder-column-12 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-13 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-6{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-6{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:48;line-height:1.21;\"><p style=\"color: #132c66; font-size: 17px; line-height: 30px; text-align: center;\"><strong>Une connaissance client affin\u00e9e gr\u00e2ce \u00e0 un enrichissement massif et intelligent des data !<\/strong><\/p><\/h2><\/div><div class=\"fusion-text fusion-text-7\"><p class=\"p1\" style=\"text-align: center;\">Pour obtenir des mod\u00e8les de marketing pr\u00e9dictifs fiables, nos experts en data science ont fait le choix d\u2019<a href=\"https:\/\/etic-data.com\/enrichissement\/\"><span class=\"s1\">inclure une phase d\u2019enrichissement massif aux process de machine learning<\/span><\/a>. L\u2019enrichissement consiste \u00e0 aller chercher, sans limitation et sans aucun pr\u00e9jug\u00e9, des donn\u00e9es compl\u00e9mentaires issues de <a href=\"https:\/\/etic-data.com\/sources-de-donnees\/\"><span class=\"s1\">sources externes \u00e0 l\u2019entreprise<\/span><\/a> : jusqu\u2019\u00e0 1200 variables au total ! Une fois mises en corr\u00e9lation avec l&rsquo;ensemble des donn\u00e9es 1st party communiqu\u00e9es par les entreprises-utilisatrices, elles peuvent alors r\u00e9v\u00e9ler des tendances fondamentales dans les r\u00e9sultats obtenus. La pertinence des mod\u00e8les de data science d\u00e9pendant fortement des donn\u00e9es (ou facteurs) qui les nourrissent, cette op\u00e9ration est cruciale et permet aux algorithmes d\u2019exprimer toute leur puissance. La construction d&rsquo;un mod\u00e8le pr\u00e9dictif a pour but d&rsquo;associer chaque individu \u00e0 sa cible en fonction des divers facteurs pr\u00e9sents dans la nouvelle base de donn\u00e9es enrichie.<\/p>\n<p class=\"p1\" style=\"text-align: center;\">L&rsquo;\u00e9tape de cr\u00e9ation de ces diff\u00e9rents facteurs par un processus d\u2019enrichissement est donc strat\u00e9gique. La m\u00e9gabase est connect\u00e9e \u00e0 de multiples sources, bases big data, open data, INSEE, INPI, Infogreffe, bases priv\u00e9es, r\u00e9seaux sociaux, zones Iris&#8230; \u00c0 partir de ces sources externes et de ses propres mini-mod\u00e8les probabilistes,\u00a0 \u00a0on cr\u00e9e, pour chaque mod\u00e9lisation, ses propres valeurs pertinentes. Nos mod\u00e8les fonctionnent ainsi sur tous types de bases de donn\u00e9es, externes \u00e0 l&rsquo;entreprise et non qualifi\u00e9es.<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-13{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-13 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:800px) {.fusion-body .fusion-builder-column-13{width:100% !important;order : 0;}.fusion-builder-column-13 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-13{width:100% !important;order : 0;}.fusion-builder-column-13 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-5{ padding-top : 10px;margin-top : 0px;padding-right : 0px;padding-bottom : 0px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: #132c66;background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-14 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-7{margin-top:0px!important; margin-right:0px!important;margin-bottom:10px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-7{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:10px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;color:#ffffff;--fontSize:48;line-height:1.21;\"><p style=\"text-align: center;\">Une demo ? 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