{"id":2291,"date":"2026-04-30T12:52:57","date_gmt":"2026-04-30T11:52:57","guid":{"rendered":"https:\/\/robotisames.com\/learn\/?p=2291"},"modified":"2026-05-01T11:45:22","modified_gmt":"2026-05-01T10:45:22","slug":"lintelligence-artificielle-entre-au-college-comment-initier-les-eleves-a-lia-avec-la-robotique","status":"publish","type":"post","link":"https:\/\/robotisames.com\/learn\/lintelligence-artificielle-entre-au-college-comment-initier-les-eleves-a-lia-avec-la-robotique\/","title":{"rendered":"L&rsquo;intelligence artificielle entre au coll\u00e8ge : comment initier les \u00e9l\u00e8ves \u00e0 l&rsquo;IA avec la robotique"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2291\" class=\"elementor elementor-2291\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f7b29fb e-flex e-con-boxed e-con e-parent\" data-id=\"f7b29fb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f8318d5 elementor-widget elementor-widget-heading\" data-id=\"f8318d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u00c9DUCATION \u00b7 IA \u00b7 ROBOTIQUE<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f58d30 elementor-widget elementor-widget-heading\" data-id=\"2f58d30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">L'intelligence artificielle entre au coll\u00e8ge<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1789f3 elementor-widget elementor-widget-heading\" data-id=\"b1789f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comment initier les \u00e9l\u00e8ves \u00e0 l'IA avec la robotique<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-362bed9 e-flex e-con-boxed e-con e-child\" data-id=\"362bed9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-dd581d5 e-con-full e-flex e-con e-child\" data-id=\"dd581d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dfd18a7 elementor-widget elementor-widget-text-editor\" data-id=\"dfd18a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"color:rgba(255,255,255,0.6);font-family:Roboto,sans-serif;font-size:14px;margin:0;\">30 avril 2026<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b939331 e-con-full e-flex e-con e-child\" data-id=\"b939331\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a43797 elementor-widget elementor-widget-text-editor\" data-id=\"3a43797\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"color:rgba(255,255,255,0.6);font-family:Roboto,sans-serif;font-size:14px;margin:0;\">10 min de lecture<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-82a9d1d e-con-full e-flex e-con e-child\" data-id=\"82a9d1d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92a55be elementor-widget elementor-widget-text-editor\" data-id=\"92a55be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"color:rgba(255,255,255,0.6);font-family:Roboto,sans-serif;font-size:14px;margin:0;\">Enseignants \u00b7 Parents \u00b7 Directeurs<\/p>\t\t\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-055b7ac e-flex e-con-boxed e-con e-parent\" data-id=\"055b7ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-804b2a9 e-flex e-con-boxed e-con e-child\" data-id=\"804b2a9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1236716 elementor-widget elementor-widget-heading\" data-id=\"1236716\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Dans cet article<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c41d3e9 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"c41d3e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pourquoi introduire l'IA d\u00e8s le coll\u00e8ge ?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Projet Classif-Bot : mat\u00e9riel, c\u00e2blage et code Arduino<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">D\u00e9roulement d'une s\u00e9ance compl\u00e8te de 90 minutes<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Enjeux p\u00e9dagogiques et Vision 2030 Maroc<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Commander le mat\u00e9riel chez Robotis\u00e2mes<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0e5ca7 e-flex e-con-boxed e-con e-parent\" data-id=\"d0e5ca7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dddde86 elementor-widget elementor-widget-heading\" data-id=\"dddde86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Pourquoi maintenant ?<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-600aeae elementor-widget elementor-widget-heading\" data-id=\"600aeae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L'IA n'est plus r\u00e9serv\u00e9e aux grandes universit\u00e9s<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-927fb70 e-flex e-con-boxed e-con e-child\" data-id=\"927fb70\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0c877b3 e-con-full e-flex e-con e-child\" data-id=\"0c877b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3799a66 elementor-widget elementor-widget-text-editor\" data-id=\"3799a66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:'Roboto Slab',serif;font-size:17px;line-height:1.8;color:#4a4a4a;margin-bottom:24px;\">Aujourd&rsquo;hui, les technologies d&rsquo;IA sont accessibles, concr\u00e8tes, et peuvent \u00eatre introduites d\u00e8s le <strong>coll\u00e8ge<\/strong> \u00e0 travers des projets de robotique p\u00e9dagogique. Dans le contexte marocain, o\u00f9 la <strong>Vision 2030<\/strong> mise sur la transformation digitale du pays, initier les jeunes aux comp\u00e9tences num\u00e9riques est un levier strat\u00e9gique pour pr\u00e9parer la g\u00e9n\u00e9ration qui construira le Maroc de demain.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a04cbce elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a04cbce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">D\u00e9veloppe le raisonnement logique et la pens\u00e9e critique<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Suscite des vocations technologiques d\u00e8s 12 ans<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Aligne le cursus avec les comp\u00e9tences du 21e si\u00e8cle<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">S'int\u00e8gre aux programmes STEM du Minist\u00e8re de l'\u00c9ducation nationale<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ad2ea83 e-con-full e-flex e-con e-child\" data-id=\"ad2ea83\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c8135ff elementor-widget elementor-widget-counter\" data-id=\"c8135ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">\u00c9coles partenaires<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"40\" data-from-value=\"0\" data-delimiter=\",\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">+<\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-370bd77 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"370bd77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eaba579 elementor-widget elementor-widget-counter\" data-id=\"eaba579\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">Pour une s\u00e9ance compl\u00e8te<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"90\" data-from-value=\"0\" data-delimiter=\",\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\"> min<\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93253ca elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"93253ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8b9c9 elementor-widget elementor-widget-counter\" data-id=\"3a8b9c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">Taille de groupe id\u00e9ale<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"4\" data-from-value=\"3\" data-delimiter=\",\">3<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\"> \u00e9l\u00e8ves\/\u00e9quipe<\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8e6a8a4 e-flex e-con-boxed e-con e-parent\" data-id=\"8e6a8a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-421a015 elementor-widget elementor-widget-heading\" data-id=\"421a015\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Des concepts accessibles aux coll\u00e9giens<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b43d92 elementor-widget elementor-widget-text-editor\" data-id=\"7b43d92\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align:center;font-family:'Roboto Slab',serif;font-size:17px;color:#5a6a7a;max-width:620px;margin:16px auto 48px;\">Deux approches compl\u00e9mentaires, pens\u00e9es pour des \u00e9l\u00e8ves de 12 \u00e0 15 ans, sans pr\u00e9requis en programmation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2ff23ed e-flex e-con-boxed e-con e-child\" data-id=\"2ff23ed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-070b0c2 e-con-full e-flex e-con e-child\" data-id=\"070b0c2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-677f403 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"677f403\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-eye\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M572.52 241.4C518.29 135.59 410.93 64 288 64S57.68 135.64 3.48 241.41a32.35 32.35 0 0 0 0 29.19C57.71 376.41 165.07 448 288 448s230.32-71.64 284.52-177.41a32.35 32.35 0 0 0 0-29.19zM288 400a144 144 0 1 1 144-144 143.93 143.93 0 0 1-144 144zm0-240a95.31 95.31 0 0 0-25.31 3.79 47.85 47.85 0 0 1-66.9 66.9A95.78 95.78 0 1 0 288 160z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a730abd elementor-widget elementor-widget-heading\" data-id=\"a730abd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Classification d'images<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c195113 elementor-widget elementor-widget-text-editor\" data-id=\"c195113\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:Roboto,sans-serif;font-size:15px;line-height:1.7;color:#5a6a7a;\">\u00c0 l&rsquo;aide de mod\u00e8les pr\u00e9-entra\u00een\u00e9s, les \u00e9l\u00e8ves font reconna\u00eetre des <strong>objets du quotidien<\/strong> par leur robot : animaux, fruits, instruments. L&rsquo;IA observe, analyse et classe en temps r\u00e9el.<\/p><p style=\"font-family:Roboto,sans-serif;font-size:14px;color:#6EC1E4;font-weight:600;margin-top:16px;\">Notions : entra\u00eenement, mod\u00e8le, pr\u00e9diction<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f8c5f17 e-con-full e-flex e-con e-child\" data-id=\"f8c5f17\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b29e60 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"5b29e60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-microphone\" viewBox=\"0 0 352 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 352c53.02 0 96-42.98 96-96V96c0-53.02-42.98-96-96-96S80 42.98 80 96v160c0 53.02 42.98 96 96 96zm160-160h-16c-8.84 0-16 7.16-16 16v48c0 74.8-64.49 134.82-140.79 127.38C96.71 376.89 48 317.11 48 250.3V208c0-8.84-7.16-16-16-16H16c-8.84 0-16 7.16-16 16v40.16c0 89.64 63.97 169.55 152 181.69V464H96c-8.84 0-16 7.16-16 16v16c0 8.84 7.16 16 16 16h160c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16h-56v-33.77C285.71 418.47 352 344.9 352 256v-48c0-8.84-7.16-16-16-16z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0df3a2 elementor-widget elementor-widget-heading\" data-id=\"d0df3a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Reconnaissance vocale<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bbe137 elementor-widget elementor-widget-text-editor\" data-id=\"9bbe137\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:Roboto,sans-serif;font-size:15px;line-height:1.7;color:#5a6a7a;\">Les \u00e9l\u00e8ves <strong>entra\u00eenent eux-m\u00eames<\/strong> un mod\u00e8le \u00e0 identifier des commandes simples : \u00ab\u00a0avance\u00a0\u00bb, \u00ab\u00a0arr\u00eate\u00a0\u00bb, \u00ab\u00a0tourne\u00a0\u00bb. Le robot ob\u00e9it \u00e0 leur voix.<\/p><p style=\"font-family:Roboto,sans-serif;font-size:14px;color:#61CE70;font-weight:600;margin-top:16px;\">Notions : donn\u00e9es d&rsquo;entra\u00eenement, pr\u00e9cision, commandes<\/p>\t\t\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d7479d7 e-flex e-con-boxed e-con e-parent\" data-id=\"d7479d7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7793ec8 elementor-widget elementor-widget-heading\" data-id=\"7793ec8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Projet pratique<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ed5ccb elementor-widget elementor-widget-heading\" data-id=\"7ed5ccb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Le Classif-Bot : votre premier robot IA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8559653 elementor-widget elementor-widget-text-editor\" data-id=\"8559653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:'Roboto Slab',serif;font-size:17px;line-height:1.75;color:#4a4a4a;max-width:720px;margin-bottom:40px;\">Un robot qui reconna\u00eet et classe des objets en temps r\u00e9el, r\u00e9alisable en 90 minutes avec du mat\u00e9riel disponible chez Robotis\u00e2mes. Voici tout ce dont vous avez besoin.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfb2bca elementor-widget elementor-widget-text-editor\" data-id=\"cfb2bca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div style=\"overflow-x:auto;\"><table style=\"width:100%;border-collapse:collapse;font-family:Roboto,sans-serif;font-size:15px;\"><thead><tr style=\"background:#1d2d44;color:#fff;\"><th style=\"padding:14px 20px;text-align:left;font-weight:600;\">Composant<\/th><th style=\"padding:14px 20px;text-align:left;font-weight:600;\">Exemple<\/th><th style=\"padding:14px 20px;text-align:center;font-weight:600;\">Qt\u00e9<\/th><th style=\"padding:14px 20px;text-align:left;font-weight:600;\">R\u00f4le<\/th><\/tr><\/thead><tbody><tr style=\"background:#f8feff;\"><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;font-weight:500;color:#1d2d44;\">Carte de contr\u00f4le<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">Arduino Uno ou ESP32<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;text-align:center;color:#6EC1E4;font-weight:700;\">1<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">Cerveau du robot<\/td><\/tr><tr><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;font-weight:500;color:#1d2d44;\">Module cam\u00e9ra<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">ESP32-CAM<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;text-align:center;color:#6EC1E4;font-weight:700;\">1<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">Capture les images<\/td><\/tr><tr style=\"background:#f8feff;\"><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;font-weight:500;color:#1d2d44;\">Actionneurs<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">Servo + buzzer<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;text-align:center;color:#6EC1E4;font-weight:700;\">1-2<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">R\u00e9ponse physique et sonore<\/td><\/tr><tr><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;font-weight:500;color:#1d2d44;\">R\u00e9sistance<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">220 \u03a9<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;text-align:center;color:#6EC1E4;font-weight:700;\">1<\/td><td style=\"padding:14px 20px;border-bottom:1px solid #e0eef5;color:#5a6a7a;\">Protection du buzzer<\/td><\/tr><tr style=\"background:#f8feff;\"><td style=\"padding:14px 20px;font-weight:500;color:#1d2d44;\">Ordinateur<\/td><td style=\"padding:14px 20px;color:#5a6a7a;\">Avec Arduino IDE<\/td><td style=\"padding:14px 20px;text-align:center;color:#6EC1E4;font-weight:700;\">1<\/td><td style=\"padding:14px 20px;color:#5a6a7a;\">Programmer et t\u00e9l\u00e9verser<\/td><\/tr><\/tbody><\/table><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e13934 e-flex e-con-boxed e-con e-child\" data-id=\"1e13934\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b64dfd6 elementor-widget elementor-widget-heading\" data-id=\"b64dfd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Sch\u00e9ma de c\u00e2blage (\u00e9tapes)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e318faf elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e318faf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Connectez le module ESP32-CAM aux broches 0-2 de l'Arduino<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Alimentez le servo avec le 5V et la masse (GND)<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Branchez le buzzer sur la pin 8 via une r\u00e9sistance de 220 \u03a9<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"Array\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">V\u00e9rifiez que toutes les masses sont communes (GND partag\u00e9)<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7475435 e-flex e-con-boxed e-con e-parent\" data-id=\"7475435\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9156dba elementor-widget elementor-widget-heading\" data-id=\"9156dba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Le code Arduino<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c66f951 elementor-widget elementor-widget-heading\" data-id=\"c66f951\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Extrait comment\u00e9 pour d\u00e9butants<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68bfe5e elementor-widget elementor-widget-text-editor\" data-id=\"68bfe5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:'Roboto Slab',serif;font-size:16px;color:rgba(255,255,255,0.6);margin-bottom:32px;\">Chaque ligne est comment\u00e9e pour \u00eatre comprise par un \u00e9l\u00e8ve de coll\u00e8ge.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7b1a10 elementor-widget elementor-widget-html\" data-id=\"a7b1a10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div style=\"background:#0b0f14;border-radius:14px;overflow:hidden;font-family:'Courier New',monospace;font-size:14px;line-height:1.8;border:1px solid #1f2937;box-shadow:0 10px 30px rgba(0,0,0,0.5);\">\n  \n  <div style=\"background:#111827;padding:12px 20px;display:flex;align-items:center;gap:8px;border-bottom:1px solid #1f2937;\">\n    <span style=\"width:12px;height:12px;border-radius:50%;background:#ff5f57;display:inline-block;\"><\/span>\n    <span style=\"width:12px;height:12px;border-radius:50%;background:#ffbd2e;display:inline-block;\"><\/span>\n    <span style=\"width:12px;height:12px;border-radius:50%;background:#28c940;display:inline-block;\"><\/span>\n    <span style=\"margin-left:12px;color:#9ca3af;font-size:12px;font-family:Inter,Roboto,sans-serif;\">classif_bot.ino<\/span>\n  <\/div>\n\n  <pre style=\"margin:0;padding:28px;color:#e5e7eb;overflow-x:auto;background:#0b0f14;\"><code>\n<span style=\"color:#6b7280;\">\/\/ Biblioth\u00e8ques n\u00e9cessaires<\/span>\n<span style=\"color:#c084fc;\">#include<\/span> <span style=\"color:#fde68a;\">&lt;ESP32CAM.h&gt;<\/span>\n<span style=\"color:#c084fc;\">#include<\/span> <span style=\"color:#fde68a;\">&lt;TinyML.h&gt;<\/span>\n\n<span style=\"color:#6b7280;\">\/\/ Le mod\u00e8le TinyML pr\u00e9-entra\u00een\u00e9<\/span>\n<span style=\"color:#c084fc;\">extern<\/span> <span style=\"color:#67e8f9;\">\"C\"<\/span> <span style=\"color:#c084fc;\">const<\/span> <span style=\"color:#67e8f9;\">unsigned char<\/span> model_data[];\nTinyML&lt;model_data&gt; classifier;\n\n<span style=\"color:#34d399;\">void<\/span> <span style=\"color:#c084fc;\">setup<\/span>() {\n  Serial.<span style=\"color:#34d399;\">begin<\/span>(<span style=\"color:#a78bfa;\">115200<\/span>);  <span style=\"color:#6b7280;\">\/\/ D\u00e9marre le port s\u00e9rie<\/span>\n  <span style=\"color:#34d399;\">cam_init<\/span>();              <span style=\"color:#6b7280;\">\/\/ Initialise la cam\u00e9ra<\/span>\n  classifier.<span style=\"color:#34d399;\">begin<\/span>();      <span style=\"color:#6b7280;\">\/\/ Charge le mod\u00e8le IA<\/span>\n}\n\n<span style=\"color:#34d399;\">void<\/span> <span style=\"color:#c084fc;\">loop<\/span>() {\n  Image img = <span style=\"color:#34d399;\">capture_image<\/span>(); <span style=\"color:#6b7280;\">\/\/ Prend une photo<\/span>\n  <span style=\"color:#67e8f9;\">int<\/span> label = classifier.<span style=\"color:#34d399;\">predict<\/span>(img); <span style=\"color:#6b7280;\">\/\/ Classifie<\/span>\n\n  <span style=\"color:#c084fc;\">if<\/span> (label == <span style=\"color:#a78bfa;\">1<\/span>) {\n    <span style=\"color:#34d399;\">tone<\/span>(<span style=\"color:#a78bfa;\">8<\/span>, <span style=\"color:#a78bfa;\">1000<\/span>, <span style=\"color:#a78bfa;\">200<\/span>); <span style=\"color:#6b7280;\">\/\/ Son aigu = cat\u00e9gorie 1<\/span>\n  } <span style=\"color:#c084fc;\">else if<\/span> (label == <span style=\"color:#a78bfa;\">2<\/span>) {\n    <span style=\"color:#34d399;\">tone<\/span>(<span style=\"color:#a78bfa;\">8<\/span>, <span style=\"color:#a78bfa;\">500<\/span>, <span style=\"color:#a78bfa;\">200<\/span>);  <span style=\"color:#6b7280;\">\/\/ Son grave = cat\u00e9gorie 2<\/span>\n  }\n}\n  <\/code><\/pre>\n<\/div>\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-618e0e3 e-flex e-con-boxed e-con e-parent\" data-id=\"618e0e3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-441e7ce elementor-widget elementor-widget-heading\" data-id=\"441e7ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">D\u00e9roulement d'une s\u00e9ance<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8d4aad elementor-widget elementor-widget-heading\" data-id=\"e8d4aad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">90 minutes pour cr\u00e9er un robot IA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1500847 elementor-widget elementor-widget-text-editor\" data-id=\"1500847\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:'Roboto Slab',serif;font-size:17px;color:#4a4a4a;margin-bottom:48px;\">Un programme \u00e9prouv\u00e9, pens\u00e9 pour des classes de 20 \u00e0 30 \u00e9l\u00e8ves. Chaque \u00e9tape est guid\u00e9e et chronom\u00e9tr\u00e9e.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f7decc elementor-widget elementor-widget-html\" data-id=\"6f7decc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div style=\"font-family:Roboto,sans-serif;\"><div style=\"display:flex;align-items:flex-start;gap:24px;padding:28px 0;border-bottom:1px solid #eef4f8;\"><div style=\"min-width:52px;height:52px;border-radius:50%;background:#6EC1E4;display:flex;align-items:center;justify-content:center;color:white;font-weight:700;font-size:18px;flex-shrink:0;\">1<\/div><div><div style=\"display:flex;align-items:center;gap:12px;margin-bottom:8px;\"><h4 style=\"margin:0;font-size:18px;font-weight:700;color:#1d2d44;\">Introduction \u00e0 l'IA<\/h4><span style=\"background:#e8f4fd;color:#6EC1E4;padding:4px 12px;border-radius:20px;font-size:13px;font-weight:600;\">15 min<\/span><\/div><p style=\"margin:0;font-size:15px;line-height:1.65;color:#5a6a7a;\">Pr\u00e9senter l'IA avec des exemples du quotidien (Spotify, Google Photos, GPS). D\u00e9mo du robot en fonctionnement pour susciter la curiosit\u00e9.<\/p><\/div><\/div><div style=\"display:flex;align-items:flex-start;gap:24px;padding:28px 0;border-bottom:1px solid #eef4f8;\"><div style=\"min-width:52px;height:52px;border-radius:50%;background:#7ecde8;display:flex;align-items:center;justify-content:center;color:white;font-weight:700;font-size:18px;flex-shrink:0;\">2<\/div><div><div style=\"display:flex;align-items:center;gap:12px;margin-bottom:8px;\"><h4 style=\"margin:0;font-size:18px;font-weight:700;color:#1d2d44;\">Formation des \u00e9quipes<\/h4><span style=\"background:#e8f4fd;color:#6EC1E4;padding:4px 12px;border-radius:20px;font-size:13px;font-weight:600;\">10 min<\/span><\/div><p style=\"margin:0;font-size:15px;line-height:1.65;color:#5a6a7a;\">Groupes de 3 \u00e0 4 \u00e9l\u00e8ves. R\u00f4les : chef de projet, c\u00e2bleur, programmeur, testeur. Distribution des kits et de la fiche de travail.<\/p><\/div><\/div><div style=\"display:flex;align-items:flex-start;gap:24px;padding:28px 0;border-bottom:1px solid #eef4f8;\"><div style=\"min-width:52px;height:52px;border-radius:50%;background:#90d5ee;display:flex;align-items:center;justify-content:center;color:white;font-weight:700;font-size:18px;flex-shrink:0;\">3<\/div><div><div style=\"display:flex;align-items:center;gap:12px;margin-bottom:8px;\"><h4 style=\"margin:0;font-size:18px;font-weight:700;color:#1d2d44;\">Montage du mat\u00e9riel<\/h4><span style=\"background:#e8f4fd;color:#6EC1E4;padding:4px 12px;border-radius:20px;font-size:13px;font-weight:600;\">20 min<\/span><\/div><p style=\"margin:0;font-size:15px;line-height:1.65;color:#5a6a7a;\">Assemblage du circuit selon le sch\u00e9ma. L'enseignant circule entre les groupes. Conseil : photographier le c\u00e2blage avant de programmer.<\/p><\/div><\/div><div style=\"display:flex;align-items:flex-start;gap:24px;padding:28px 0;border-bottom:1px solid #eef4f8;\"><div style=\"min-width:52px;height:52px;border-radius:50%;background:#a5ddf2;display:flex;align-items:center;justify-content:center;color:#1d2d44;font-weight:700;font-size:18px;flex-shrink:0;\">4<\/div><div><div style=\"display:flex;align-items:center;gap:12px;margin-bottom:8px;\"><h4 style=\"margin:0;font-size:18px;font-weight:700;color:#1d2d44;\">Programmation<\/h4><span style=\"background:#e8f4fd;color:#6EC1E4;padding:4px 12px;border-radius:20px;font-size:13px;font-weight:600;\">30 min<\/span><\/div><p style=\"margin:0;font-size:15px;line-height:1.65;color:#5a6a7a;\">T\u00e9l\u00e9verser le code via Arduino IDE, calibrer le mod\u00e8le. Les \u00e9l\u00e8ves modifient les seuils et observent les effets en temps r\u00e9el.<\/p><\/div><\/div><div style=\"display:flex;align-items:flex-start;gap:24px;padding:28px 0;border-bottom:1px solid #eef4f8;\"><div style=\"min-width:52px;height:52px;border-radius:50%;background:#61CE70;display:flex;align-items:center;justify-content:center;color:white;font-weight:700;font-size:18px;flex-shrink:0;\">5<\/div><div><div style=\"display:flex;align-items:center;gap:12px;margin-bottom:8px;\"><h4 style=\"margin:0;font-size:18px;font-weight:700;color:#1d2d44;\">Test et it\u00e9ration<\/h4><span style=\"background:#edfbef;color:#61CE70;padding:4px 12px;border-radius:20px;font-size:13px;font-weight:600;\">15 min<\/span><\/div><p style=\"margin:0;font-size:15px;line-height:1.65;color:#5a6a7a;\">Chaque \u00e9quipe pr\u00e9sente des objets \u00e0 son robot et note les r\u00e9sultats. Les \u00e9l\u00e8ves comprennent intuitivement les limites et la pr\u00e9cision d'un mod\u00e8le IA.<\/p><\/div><\/div><div style=\"display:flex;align-items:flex-start;gap:24px;padding:28px 0;\"><div style=\"min-width:52px;height:52px;border-radius:50%;background:#1d2d44;display:flex;align-items:center;justify-content:center;color:white;font-weight:700;font-size:18px;flex-shrink:0;\">6<\/div><div><div style=\"display:flex;align-items:center;gap:12px;margin-bottom:8px;\"><h4 style=\"margin:0;font-size:18px;font-weight:700;color:#1d2d44;\">Pr\u00e9sentation<\/h4><span style=\"background:#f0f2f5;color:#54595F;padding:4px 12px;border-radius:20px;font-size:13px;font-weight:600;\">10 min<\/span><\/div><p style=\"margin:0;font-size:15px;line-height:1.65;color:#5a6a7a;\">Chaque groupe montre son robot, explique son fonctionnement, partage ses difficult\u00e9s. Moment fort pour la confiance en soi et l'expression orale.<\/p><\/div><\/div><\/div>\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-0ef7621 e-flex e-con-boxed e-con e-parent\" data-id=\"0ef7621\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00d79ba elementor-widget elementor-widget-heading\" data-id=\"00d79ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Enjeux p\u00e9dagogiques et strat\u00e9giques<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-060def0 elementor-widget elementor-widget-text-editor\" data-id=\"060def0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align:center;font-family:'Roboto Slab',serif;font-size:17px;color:rgba(255,255,255,0.65);max-width:600px;margin:16px auto 56px;\">Int\u00e9grer l&rsquo;IA dans le cursus scolaire marocain r\u00e9pond \u00e0 trois enjeux majeurs, align\u00e9s avec les priorit\u00e9s nationales.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-69da9af e-flex e-con-boxed e-con e-child\" data-id=\"69da9af\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-47df3af e-con-full e-flex e-con e-child\" data-id=\"47df3af\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b97763 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"7b97763\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-flag\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M349.565 98.783C295.978 98.783 251.721 64 184.348 64c-24.955 0-47.309 4.384-68.045 12.013a55.947 55.947 0 0 0 3.586-23.562C118.117 24.015 94.806 1.206 66.338.048 34.345-1.254 8 24.296 8 56c0 19.026 9.497 35.825 24 45.945V488c0 13.255 10.745 24 24 24h16c13.255 0 24-10.745 24-24v-94.4c28.311-12.064 63.582-22.122 114.435-22.122 53.588 0 97.844 34.783 165.217 34.783 48.169 0 86.667-16.294 122.505-40.858C506.84 359.452 512 349.571 512 339.045v-243.1c0-23.393-24.269-38.87-45.485-29.016-34.338 15.948-76.454 31.854-116.95 31.854z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8144778 elementor-widget elementor-widget-heading\" data-id=\"8144778\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vision 2030<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc287e7 elementor-widget elementor-widget-text-editor\" data-id=\"bc287e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:Roboto,sans-serif;font-size:15px;line-height:1.7;color:rgba(255,255,255,0.65);\">Renforcer les comp\u00e9tences num\u00e9riques des jeunes Marocains et aligner le syst\u00e8me \u00e9ducatif avec les besoins d&rsquo;une \u00e9conomie digitale en transformation rapide.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3abce2b e-con-full e-flex e-con e-child\" data-id=\"3abce2b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c50c1eb elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"c50c1eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-users\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M96 224c35.3 0 64-28.7 64-64s-28.7-64-64-64-64 28.7-64 64 28.7 64 64 64zm448 0c35.3 0 64-28.7 64-64s-28.7-64-64-64-64 28.7-64 64 28.7 64 64 64zm32 32h-64c-17.6 0-33.5 7.1-45.1 18.6 40.3 22.1 68.9 62 75.1 109.4h66c17.7 0 32-14.3 32-32v-32c0-35.3-28.7-64-64-64zm-256 0c61.9 0 112-50.1 112-112S381.9 32 320 32 208 82.1 208 144s50.1 112 112 112zm76.8 32h-8.3c-20.8 10-43.9 16-68.5 16s-47.6-6-68.5-16h-8.3C179.6 288 128 339.6 128 403.2V432c0 26.5 21.5 48 48 48h288c26.5 0 48-21.5 48-48v-28.8c0-63.6-51.6-115.2-115.2-115.2zm-223.7-13.4C161.5 263.1 145.6 256 128 256H64c-35.3 0-64 28.7-64 64v32c0 17.7 14.3 32 32 32h65.9c6.3-47.4 34.9-87.3 75.2-109.4z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6829d0a elementor-widget elementor-widget-heading\" data-id=\"6829d0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Inclusion<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2df67c9 elementor-widget elementor-widget-text-editor\" data-id=\"2df67c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:Roboto,sans-serif;font-size:15px;line-height:1.7;color:rgba(255,255,255,0.65);\">Offrir \u00e0 tous les \u00e9l\u00e8ves, quelle que soit leur r\u00e9gion ou leur milieu, un acc\u00e8s concret aux technologies de pointe. R\u00e9duire la fracture num\u00e9rique \u00e0 l&rsquo;\u00e9cole.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1f457f2 e-con-full e-flex e-con e-child\" data-id=\"1f457f2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6f43e0c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"6f43e0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-briefcase\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M320 336c0 8.84-7.16 16-16 16h-96c-8.84 0-16-7.16-16-16v-48H0v144c0 25.6 22.4 48 48 48h416c25.6 0 48-22.4 48-48V288H320v48zm144-208h-80V80c0-25.6-22.4-48-48-48H176c-25.6 0-48 22.4-48 48v48H48c-25.6 0-48 22.4-48 48v80h512v-80c0-25.6-22.4-48-48-48zm-144 0H192V96h128v32z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c03404d elementor-widget elementor-widget-heading\" data-id=\"c03404d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Employabilit\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-057c37a elementor-widget elementor-widget-text-editor\" data-id=\"057c37a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:Roboto,sans-serif;font-size:15px;line-height:1.7;color:rgba(255,255,255,0.65);\">Pr\u00e9parer une main-d&rsquo;\u0153uvre comp\u00e9tente pour l&rsquo;\u00e9conomie num\u00e9rique. Les m\u00e9tiers de l&rsquo;IA et de la robotique seront parmi les plus demand\u00e9s d&rsquo;ici 2030.<\/p>\t\t\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1298a98 e-flex e-con-boxed e-con e-parent\" data-id=\"1298a98\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5c16a4 elementor-widget elementor-widget-heading\" data-id=\"d5c16a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fcdebd9 elementor-widget elementor-widget-text-editor\" data-id=\"fcdebd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family:'Roboto Slab',serif;font-size:17px;line-height:1.85;color:#4a4a4a;max-width:720px;margin-bottom:24px;\">L&rsquo;int\u00e9gration de l&rsquo;<strong>intelligence artificielle<\/strong> via la robotique p\u00e9dagogique ouvre une porte passionnante vers la d\u00e9couverte scientifique et technique. En suivant ce guide, les enseignants marocains peuvent inspirer la prochaine g\u00e9n\u00e9ration d&rsquo;ing\u00e9nieurs, de cr\u00e9ateurs et de penseurs critiques.<\/p><p style=\"font-family:'Roboto Slab',serif;font-size:17px;line-height:1.85;color:#4a4a4a;max-width:720px;margin-bottom:24px;\">Le <strong>Classif-Bot<\/strong> transforme un concept abstrait comme le \u00ab\u00a0machine learning\u00a0\u00bb en exp\u00e9rience v\u00e9cue : les \u00e9l\u00e8ves deviennent cr\u00e9ateurs de technologie, et non de simples consommateurs.<\/p><p style=\"font-family:'Roboto Slab',serif;font-size:17px;line-height:1.85;color:#4a4a4a;max-width:720px;\">Robotis\u00e2mes accompagne les \u00e9tablissements scolaires marocains dans cette transformation, avec des kits adapt\u00e9s \u00e0 chaque niveau et un support p\u00e9dagogique sur mesure. <em>Cultivons ensemble les e-g\u00e9n\u00e9rations du Maroc.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d13f59 elementor-widget elementor-widget-text-editor\" data-id=\"5d13f59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div style=\"margin-top:32px;display:flex;flex-wrap:wrap;gap:8px;\"><span style=\"background:#e8f4fd;color:#6EC1E4;padding:6px 16px;border-radius:20px;font-family:Roboto,sans-serif;font-size:13px;font-weight:600;\">Intelligence Artificielle<\/span><span style=\"background:#e8f4fd;color:#6EC1E4;padding:6px 16px;border-radius:20px;font-family:Roboto,sans-serif;font-size:13px;font-weight:600;\">\u00c9ducation Maroc<\/span><span style=\"background:#e8f4fd;color:#6EC1E4;padding:6px 16px;border-radius:20px;font-family:Roboto,sans-serif;font-size:13px;font-weight:600;\">Robotique Coll\u00e8ge<\/span><span style=\"background:#e8f4fd;color:#6EC1E4;padding:6px 16px;border-radius:20px;font-family:Roboto,sans-serif;font-size:13px;font-weight:600;\">STEM<\/span><span style=\"background:#edfbef;color:#61CE70;padding:6px 16px;border-radius:20px;font-family:Roboto,sans-serif;font-size:13px;font-weight:600;\">Vision 2030<\/span><span style=\"background:#edfbef;color:#61CE70;padding:6px 16px;border-radius:20px;font-family:Roboto,sans-serif;font-size:13px;font-weight:600;\">Arduino<\/span><span style=\"background:#edfbef;color:#61CE70;padding:6px 16px;border-radius:20px;font-family:Roboto,sans-serif;font-size:13px;font-weight:600;\">TinyML<\/span><\/div>\t\t\t\t\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-5291870 e-flex e-con-boxed e-con e-parent\" data-id=\"5291870\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ce8a035 e-flex e-con-boxed e-con e-child\" data-id=\"ce8a035\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd31697 elementor-widget elementor-widget-heading\" data-id=\"cd31697\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pr\u00eat \u00e0 lancer votre premier projet IA en classe ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d89da3a elementor-widget elementor-widget-text-editor\" data-id=\"d89da3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align:center;font-family:'Roboto Slab',serif;font-size:18px;color:rgba(255,255,255,0.9);max-width:540px;margin:16px auto 40px;\">Tous les composants du Classif-Bot sont disponibles chez Robotis\u00e2mes, avec livraison au Maroc et support p\u00e9dagogique 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Projet Classif-Bot : mat\u00e9riel, c\u00e2blage et code Arduino D\u00e9roulement d&rsquo;une s\u00e9ance compl\u00e8te de 90 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[73],"tags":[],"class_list":["post-2291","post","type-post","status-publish","format-standard","hentry","category-education"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L&#039;intelligence artificielle entre au coll\u00e8ge : comment initier les \u00e9l\u00e8ves \u00e0 l&#039;IA avec la robotique - Robotis\u00e2mes<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/robotisames.com\/learn\/lintelligence-artificielle-entre-au-college-comment-initier-les-eleves-a-lia-avec-la-robotique\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;intelligence artificielle entre au coll\u00e8ge : comment initier les \u00e9l\u00e8ves \u00e0 l&#039;IA avec la robotique - Robotis\u00e2mes\" \/>\n<meta property=\"og:description\" content=\"\u00c9DUCATION \u00b7 IA \u00b7 ROBOTIQUE L&rsquo;intelligence artificielle entre au coll\u00e8ge Comment initier les \u00e9l\u00e8ves \u00e0 l&rsquo;IA avec la robotique 30 avril 2026 10 min de lecture Enseignants \u00b7 Parents \u00b7 Directeurs Dans cet article Pourquoi introduire l&rsquo;IA d\u00e8s le coll\u00e8ge ? 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