{"id":2733,"date":"2025-10-02T09:13:40","date_gmt":"2025-10-02T09:13:40","guid":{"rendered":"https:\/\/fpl.ac.ma\/site\/?page_id=2733"},"modified":"2025-10-03T14:22:41","modified_gmt":"2025-10-03T14:22:41","slug":"analyse-des-donnees-and-outils-daide-a-la-decision","status":"publish","type":"page","link":"https:\/\/fpl.ac.ma\/site\/cycle-licence\/analyse-des-donnees-and-outils-daide-a-la-decision\/","title":{"rendered":"ANALYSE DES DONN\u00c9ES ET OUTILS D&rsquo;AIDE \u00c0 LA D\u00c9CISION"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2733\" class=\"elementor elementor-2733\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ddd284 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"6ddd284\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4ef9dc4\" data-id=\"4ef9dc4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-69c0dbe elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"69c0dbe\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-65f8a62 elementor-invisible\" data-id=\"65f8a62\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b323a32 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b323a32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-diploma\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDipl\u00f4me \/ Certificat\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tLicence\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-84f07a2 elementor-invisible\" data-id=\"84f07a2\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4828a78 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4828a78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-user-tie\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCoordonateur\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t-\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-95b0356 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"95b0356\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1205c5b elementor-invisible\" data-id=\"1205c5b\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e11284c elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e11284c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-university\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tComposante\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFacult\u00e9 Polydisciplinaire \u00e0 Larache\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a3aedfa elementor-invisible\" data-id=\"a3aedfa\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a731096 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a731096\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-language\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tLangue principale d'enseignement\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFran\u00e7ais\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1569b37 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"1569b37\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f7f6da2 elementor-invisible\" data-id=\"f7f6da2\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fd32d31 elementor-widget elementor-widget-heading\" data-id=\"fd32d31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Objectifs de la formation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a426ca0 elementor-widget elementor-widget-text-editor\" data-id=\"a426ca0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n  <li>\n    Offrir une formation solide en <strong>math\u00e9matiques appliqu\u00e9es<\/strong>, fournissant les principaux outils de mod\u00e9lisation des ph\u00e9nom\u00e8nes r\u00e9els.\n  <\/li>\n  <li>\n    Ma\u00eetriser l\u2019ensemble des \u00e9tapes de <strong>collecte, stockage et analyse des donn\u00e9es<\/strong>, afin de proposer des outils performants d\u2019aide \u00e0 la d\u00e9cision.\n  <\/li>\n  <li>\n    Permettre aux \u00e9tudiants de s\u2019orienter vers des <strong>formations cibl\u00e9es \u00e0 fort potentiel d\u2019insertion professionnelle<\/strong>.\n  <\/li>\n  <li>\n    Am\u00e9liorer les perspectives d\u2019int\u00e9gration des laur\u00e9ats sur le <strong>march\u00e9 de l\u2019emploi<\/strong> et dans le <strong>domaine de la recherche scientifique<\/strong>.\n  <\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e25183 elementor-widget elementor-widget-heading\" data-id=\"0e25183\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pr\u00e9requis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29218d0 elementor-widget elementor-widget-heading\" data-id=\"29218d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">- Dipl\u00f4mes requis<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-090eb05 elementor-widget elementor-widget-text-editor\" data-id=\"090eb05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>Baccalaur\u00e9at Sciences Math\u00e9matiques A<\/li>\n<li style=\"font-size: 18px;\">Baccalaur\u00e9at Sciences Physiques<\/li>\n<li>Baccalaur\u00e9at Sciences de la Vie et de la Terre<\/li>\n<li>Baccalaur\u00e9at Sciences et Technologies \u00c9lectrique<\/li>\n<li>Baccalaur\u00e9at Sciences et Technologies M\u00e9canique<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d69de3a elementor-widget elementor-widget-heading\" data-id=\"d69de3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">- Acc\u00e8s \u00e0 la fili\u00e8re par passerelles<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83ef45e elementor-widget elementor-widget-text-editor\" data-id=\"83ef45e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Acc\u00e8s en S3 ou S4<\/strong> : titulaires d\u2019un <strong>Bac+1 en Physique (MIP)<\/strong> ou d\u2019un <strong>Bac+1 Classes pr\u00e9paratoires scientifiques<\/strong> aux grandes \u00e9coles, ou \u00e9quivalent.<\/li><li><strong>Acc\u00e8s en S5 ou S6<\/strong> : titulaires d\u2019un <strong>Bac+2 Classes pr\u00e9paratoires scientifiques<\/strong> admissibles aux concours d\u2019acc\u00e8s aux grandes \u00e9coles d\u2019ing\u00e9nieurs, ou \u00e9quivalent.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07aef6c elementor-widget elementor-widget-heading\" data-id=\"07aef6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">D\u00e9bouch\u00e9s de la formation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b06426a elementor-widget elementor-widget-text-editor\" data-id=\"b06426a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La fili\u00e8re vise \u00e0 former des <strong data-start=\"1495\" data-end=\"1521\">experts de haut niveau<\/strong> dans des disciplines r\u00e9pondant aux besoins du march\u00e9 de l\u2019emploi, en orientant les \u00e9tudiants vers des parcours \u00e0 <strong data-start=\"1635\" data-end=\"1665\">fort potentiel d\u2019insertion<\/strong>.<br data-start=\"1666\" data-end=\"1669\" \/>Elle ouvre \u00e9galement la voie \u00e0 la <strong data-start=\"1703\" data-end=\"1729\">recherche scientifique<\/strong> dans des domaines tr\u00e8s sollicit\u00e9s aux \u00e9chelles nationale et internationale.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-796b104 elementor-widget elementor-widget-heading\" data-id=\"796b104\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Programme<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1115bdb elementor-widget elementor-widget-toggle\" data-id=\"1115bdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<h4 id=\"elementor-tab-title-1791\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1791\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-chevron-up\"><\/i><\/span>\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\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Semestre 1<\/a>\n\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1791\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1791\"><ul>\n  <li>Analyse 1<\/li>\n  <li>Alg\u00e8bre 1<\/li>\n  <li>M\u00e9canique du point<\/li>\n  <li>Thermodynamique<\/li>\n  <li>Informatique 1 : Algorithmique 1 \/ Python<\/li>\n  <li>Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais)<\/li>\n  <li>M\u00e9thodologie de travail<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<h4 id=\"elementor-tab-title-1792\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1792\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-chevron-up\"><\/i><\/span>\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\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Semestre 2<\/a>\n\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1792\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1792\"><ul>\n  <li>Analyse 2<\/li>\n  <li>Alg\u00e8bre 2<\/li>\n  <li>\u00c9lectrostatique et magn\u00e9tostatique<\/li>\n  <li>Optique g\u00e9om\u00e9trique<\/li>\n  <li>Informatique 2 : Algorithmique 2 \/ Python<\/li>\n  <li>Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais)<\/li>\n  <li>Culture digitale<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<h4 id=\"elementor-tab-title-1793\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1793\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-chevron-up\"><\/i><\/span>\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\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Semestre 3<\/a>\n\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1793\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1793\"><ul>\n  <li>Analyse 3<\/li>\n  <li>Analyse 4<\/li>\n  <li>Alg\u00e8bre 3<\/li>\n  <li>Probabilit\u00e9s et Statistique<\/li>\n  <li>Informatique 3 : Algorithmique et Programmation<\/li>\n  <li>Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais)<\/li>\n  <li>Culture and Art Skills<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<h4 id=\"elementor-tab-title-1794\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1794\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-chevron-up\"><\/i><\/span>\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\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Semestre 4<\/a>\n\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1794\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1794\"><ul>\n  <li>Analyse 5<\/li>\n  <li>Alg\u00e8bre 4<\/li>\n  <li>Alg\u00e8bre 5<\/li>\n  <li>Analyse num\u00e9rique<\/li>\n  <li>Informatique 4 : Algorithmique et Structures de donn\u00e9es<\/li>\n  <li>Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais)<\/li>\n  <li>D\u00e9veloppement personnel<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<h4 id=\"elementor-tab-title-1795\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1795\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-chevron-up\"><\/i><\/span>\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\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Semestre 5<\/a>\n\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1795\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1795\"><ul>\n  <li>Analyse num\u00e9rique 2<\/li>\n  <li>Recherche op\u00e9rationnelle<\/li>\n  <li>Analyse des donn\u00e9es<\/li>\n  <li>\u00c9chantillonnage et estimation<\/li>\n  <li>Programmation avanc\u00e9e en Python<\/li>\n  <li>Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais)<\/li>\n  <li>Digital Skills II : Excel avanc\u00e9<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<h4 id=\"elementor-tab-title-1796\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1796\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-chevron-up\"><\/i><\/span>\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\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Semestre 6<\/a>\n\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1796\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1796\"><ul>\n  <li>Introduction \u00e0 l\u2019apprentissage automatique<\/li>\n  <li>Optimisation et simulation num\u00e9rique<\/li>\n  <li>M\u00e9thodes heuristiques et m\u00e9taheuristiques<\/li>\n  <li>M\u00e9thodes de Monte Carlo<\/li>\n  <li>Bases de donn\u00e9es et Data Mining<\/li>\n  <li>Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais)<\/li>\n  <li>Droit, civisme et citoyennet\u00e9<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"Semestre 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<li>\\u00c9chantillonnage et estimation<\\\/li>\\n  <li>Programmation avanc\\u00e9e en Python<\\\/li>\\n  <li>Langues \\u00e9trang\\u00e8res (Anglais \\\/ Fran\\u00e7ais)<\\\/li>\\n  <li>Digital Skills II : Excel avanc\\u00e9<\\\/li>\\n<\\\/ul>\"}},{\"@type\":\"Question\",\"name\":\"Semestre 6\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<ul>\\n  <li>Introduction \\u00e0 l\\u2019apprentissage automatique<\\\/li>\\n  <li>Optimisation et simulation num\\u00e9rique<\\\/li>\\n  <li>M\\u00e9thodes heuristiques et m\\u00e9taheuristiques<\\\/li>\\n  <li>M\\u00e9thodes de Monte Carlo<\\\/li>\\n  <li>Bases de donn\\u00e9es et Data Mining<\\\/li>\\n  <li>Langues \\u00e9trang\\u00e8res (Anglais \\\/ Fran\\u00e7ais)<\\\/li>\\n  <li>Droit, civisme et citoyennet\\u00e9<\\\/li>\\n<\\\/ul>\"}}]}<\/script>\n\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Dipl\u00f4me \/ Certificat Licence Coordonateur &#8211; Composante Facult\u00e9 Polydisciplinaire \u00e0 Larache Langue principale d&rsquo;enseignement Fran\u00e7ais Objectifs de la formation Offrir une formation solide en math\u00e9matiques appliqu\u00e9es, fournissant les principaux outils de mod\u00e9lisation des ph\u00e9nom\u00e8nes r\u00e9els. Ma\u00eetriser l\u2019ensemble des \u00e9tapes de collecte, stockage et analyse des donn\u00e9es, afin de proposer des outils performants d\u2019aide \u00e0 la d\u00e9cision. Permettre aux \u00e9tudiants de s\u2019orienter vers des formations cibl\u00e9es \u00e0 fort potentiel d\u2019insertion professionnelle. Am\u00e9liorer les perspectives d\u2019int\u00e9gration des laur\u00e9ats sur le march\u00e9 de l\u2019emploi et dans le domaine de la recherche scientifique. Pr\u00e9requis &#8211; Dipl\u00f4mes requis Baccalaur\u00e9at Sciences Math\u00e9matiques A Baccalaur\u00e9at Sciences Physiques Baccalaur\u00e9at Sciences de la Vie et de la Terre Baccalaur\u00e9at Sciences et Technologies \u00c9lectrique Baccalaur\u00e9at Sciences et Technologies M\u00e9canique &#8211; Acc\u00e8s \u00e0 la fili\u00e8re par passerelles Acc\u00e8s en S3 ou S4 : titulaires d\u2019un Bac+1 en Physique (MIP) ou d\u2019un Bac+1 Classes pr\u00e9paratoires scientifiques aux grandes \u00e9coles, ou \u00e9quivalent. Acc\u00e8s en S5 ou S6 : titulaires d\u2019un Bac+2 Classes pr\u00e9paratoires scientifiques admissibles aux concours d\u2019acc\u00e8s aux grandes \u00e9coles d\u2019ing\u00e9nieurs, ou \u00e9quivalent. D\u00e9bouch\u00e9s de la formation La fili\u00e8re vise \u00e0 former des experts de haut niveau dans des disciplines r\u00e9pondant aux besoins du march\u00e9 de l\u2019emploi, en orientant les \u00e9tudiants vers des parcours \u00e0 fort potentiel d\u2019insertion.Elle ouvre \u00e9galement la voie \u00e0 la recherche scientifique dans des domaines tr\u00e8s sollicit\u00e9s aux \u00e9chelles nationale et internationale. Programme Semestre 1 Analyse 1 Alg\u00e8bre 1 M\u00e9canique du point Thermodynamique Informatique 1 : Algorithmique 1 \/ Python Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais) M\u00e9thodologie de travail Semestre 2 Analyse 2 Alg\u00e8bre 2 \u00c9lectrostatique et magn\u00e9tostatique Optique g\u00e9om\u00e9trique Informatique 2 : Algorithmique 2 \/ Python Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais) Culture digitale Semestre 3 Analyse 3 Analyse 4 Alg\u00e8bre 3 Probabilit\u00e9s et Statistique Informatique 3 : Algorithmique et Programmation Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais) Culture and Art Skills Semestre 4 Analyse 5 Alg\u00e8bre 4 Alg\u00e8bre 5 Analyse num\u00e9rique Informatique 4 : Algorithmique et Structures de donn\u00e9es Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais) D\u00e9veloppement personnel Semestre 5 Analyse num\u00e9rique 2 Recherche op\u00e9rationnelle Analyse des donn\u00e9es \u00c9chantillonnage et estimation Programmation avanc\u00e9e en Python Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais) Digital Skills II : Excel avanc\u00e9 Semestre 6 Introduction \u00e0 l\u2019apprentissage automatique Optimisation et simulation num\u00e9rique M\u00e9thodes heuristiques et m\u00e9taheuristiques M\u00e9thodes de Monte Carlo Bases de donn\u00e9es et Data Mining Langues \u00e9trang\u00e8res (Anglais \/ Fran\u00e7ais) Droit, civisme et citoyennet\u00e9<\/p>\n","protected":false},"author":1,"featured_media":1643,"parent":1622,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2733","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/pages\/2733","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/comments?post=2733"}],"version-history":[{"count":8,"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/pages\/2733\/revisions"}],"predecessor-version":[{"id":2855,"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/pages\/2733\/revisions\/2855"}],"up":[{"embeddable":true,"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/pages\/1622"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/media\/1643"}],"wp:attachment":[{"href":"https:\/\/fpl.ac.ma\/site\/wp-json\/wp\/v2\/media?parent=2733"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}