{"id":8176,"date":"2025-05-23T15:41:09","date_gmt":"2025-05-23T14:41:09","guid":{"rendered":"https:\/\/www.fs-umi.ac.ma\/?page_id=8176"},"modified":"2025-06-04T15:05:21","modified_gmt":"2025-06-04T14:05:21","slug":"master-parcours-dexcellence-sciences-des-donnees-et-intelligence-artificielle","status":"publish","type":"page","link":"https:\/\/www.fs-umi.ac.ma\/index.php\/master-parcours-dexcellence\/master-parcours-dexcellence-sciences-des-donnees-et-intelligence-artificielle\/","title":{"rendered":"Master (parcours d&#8217;excellence) &#8211; Sciences des donn\u00e9es et intelligence artificielle"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"8176\" class=\"elementor elementor-8176\">\n\t\t\t\t\t\t<header class=\"elementor-section elementor-top-section elementor-element elementor-element-fcb682c elementor-section-full_width elementor-section-height-min-height elementor-section-items-bottom elementor-section-height-default elementor-invisible\" data-id=\"fcb682c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_delay&quot;:50}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-22c9bf8\" data-id=\"22c9bf8\" 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-b0754ad elementor-section-content-bottom elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b0754ad\" 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-inner-column elementor-element elementor-element-4cd94db\" data-id=\"4cd94db\" 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<div class=\"elementor-element elementor-element-97d3b0d animated-slow elementor-widget elementor-widget-heading\" data-id=\"97d3b0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Master (parcours d'excellence) - Sciences des donn\u00e9es et intelligence artificielle<\/h6>\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<\/header>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2554d60 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2554d60\" 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-66 elementor-top-column elementor-element elementor-element-c0d7326\" data-id=\"c0d7326\" 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<div class=\"elementor-element elementor-element-3d0491b animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"3d0491b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Objectifs de la formation<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3973b98 elementor-widget-divider--view-line elementor-invisible elementor-widget elementor-widget-divider\" data-id=\"3973b98\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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>\n\t\t\t\t<div class=\"elementor-element elementor-element-e733bdc elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"e733bdc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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><span style=\"font-size: 16px;\">Cette fili\u00e8re pr\u00e9sente une opportunit\u00e9 aux \u00e9tudiants d\u2019avoir une formation dans des domaines d\u2019actualit\u00e9, l\u2019intelligence artificielle et l\u2019analyse des donn\u00e9es. \u00a0La formation vise \u00e9galement la consolidation de la capacit\u00e9 des \u00e9tudiants dans le domaine de la mod\u00e9lisation et le d\u00e9veloppement. Les laur\u00e9ats de cette formation auront ainsi la capacit\u00e9 \u00e0 d\u00e9velopper et \u00e0 impl\u00e9menter des algorithmes dans le domaine de l\u2019intelligence artificielle et l\u2019analyse des donn\u00e9es.<\/span><\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d368ba1 elementor-invisible\" data-id=\"d368ba1\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&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-8507bd6 animated-slow elementor-widget elementor-widget-heading\" data-id=\"8507bd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Responsable:<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-667484c elementor-widget elementor-widget-heading\" data-id=\"667484c\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Pr. BEKRI Ali<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66c7710 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"66c7710\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<a href=\"mailto:a.bekri@umi.ac.ma\">\n\n\t\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<i aria-hidden=\"true\" class=\"fas fa-envelope\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">a.bekri@umi.ac.ma<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\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\t\t<div class=\"elementor-element elementor-element-652d76d animated-slow elementor-widget elementor-widget-heading\" data-id=\"652d76d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">D\u00e9partement:<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e8dc6d elementor-widget elementor-widget-heading\" data-id=\"5e8dc6d\" 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<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.fs-umi.ac.ma\/index.php\/departement-dinformatique\/\">D\u00e9partement d'Informatique<\/a><\/h5>\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-top-section elementor-element elementor-element-c7e2ae7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c7e2ae7\" 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-7cb13cc\" data-id=\"7cb13cc\" 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<div class=\"elementor-element elementor-element-a3e1443 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"a3e1443\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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><span style=\"font-size: 16px;\">Cette fili\u00e8re pr\u00e9sente une opportunit\u00e9 aux \u00e9tudiants d\u2019avoir une formation dans des domaines d\u2019actualit\u00e9, l\u2019intelligence artificielle et l\u2019analyse des donn\u00e9es. \u00a0La formation vise \u00e9galement la consolidation de la capacit\u00e9 des \u00e9tudiants dans le domaine de la mod\u00e9lisation et le d\u00e9veloppement. Les laur\u00e9ats de cette formation auront ainsi la capacit\u00e9 \u00e0 d\u00e9velopper et \u00e0 impl\u00e9menter des algorithmes dans le domaine de l\u2019intelligence artificielle et l\u2019analyse des donn\u00e9es.<\/span><\/p><p>Cette formation\u00a0fait partie du parcours d\u2019excellence\u00a0\u2018\u2019<strong>Data science and Artificial Intelligence<\/strong>\u2019\u2019, elle est propos\u00e9e pour r\u00e9pondre :<\/p><ul class=\"listes\"><li>Au Plan d&#8217;Acc\u00e9l\u00e9ration de la Transformation de l&#8217;\u00c9cosyst\u00e8me d&#8217;Enseignement Sup\u00e9rieur, de la Recherche Scientifique et de l&#8217;Innovation ;<\/li><li>Aux propositions du minist\u00e8re de la transition num\u00e9rique et de la r\u00e9forme de l&#8217;administration ;<\/li><li>Aux besoins du march\u00e9 d&#8217;emploi dont la demande est tr\u00e8s forte selon l\u2019analyse de la demande du march\u00e9 de l\u2019emploi en digital.<\/li><\/ul><p>Le Master propos\u00e9 va contribuer \u00e9galement \u00e0 l\u2019installation d\u2019une nouvelle discipline en plein essor au sein de notre universit\u00e9, ce qui va contribuer d\u2019une part \u00e0 augmenter sa visibilit\u00e9 \u00e0 l\u2019\u00e9chelle nationale et internationale et d\u2019autre part \u00e0 am\u00e9liorer et \u00e0 varier l\u2019offre des formations pour les \u00e9tudiants.<\/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<\/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-e97ca18 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e97ca18\" 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-2850baa\" data-id=\"2850baa\" 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<div class=\"elementor-element elementor-element-168433a animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"168433a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Conditions d\u2019acc\u00e8s<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18a8c84 elementor-widget-divider--view-line elementor-invisible elementor-widget elementor-widget-divider\" data-id=\"18a8c84\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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>\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-939af9b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"939af9b\" 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-c5c1ebb\" data-id=\"c5c1ebb\" 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<div class=\"elementor-element elementor-element-a91e3ff elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"a91e3ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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><strong>Dipl\u00f4mes requis :<\/strong><\/p>\n<ul class=\"listes\">\n<li>Licence (parcours d&#8217;excellence)<\/li>\n<li>Licence des \u00e9tudes fondamentales<\/li>\n<li>Licence en \u00e9ducation<\/li>\n<li>Licence professionnelle<\/li>\n<li>Ancien Licence en sciences et techniques<\/li>\n<li>Tout dipl\u00f4me \u00e9quivalent<\/li>\n<\/ul>\n<p><strong>Pr\u00e9requis p\u00e9dagogiques sp\u00e9cifiques\u00a0:<\/strong><\/p>\n<p>Avoir toutes les connaissances de la licence\u00a0<\/p>\n<p><strong>Proc\u00e9dures de s\u00e9lection\u00a0:<\/strong><\/p>\n<ul class=\"listes\">\n<li><strong>Etude du dossier\u00a0:\u00a0<\/strong>(Sp\u00e9cifier les Modalit\u00e9s de s\u00e9lection : mentions, nombre d\u2019ann\u00e9es d\u2019\u00e9tudes, notes des mati\u00e8res principales etc\u2026)<\/li>\n<\/ul>\n<ol class=\"listes_ol\" start=\"1\">\n<li value=\"1\">Moyennes obtenues au cours des 3 ann\u00e9es d&#8217;\u00e9tudes<\/li>\n<li value=\"2\">Nombre d&#8217;ann\u00e9es entre l&#8217;obtention du baccalaur\u00e9at et l&#8217;obtention de la licence<\/li>\n<li value=\"3\">Le type de dipl\u00f4me des deux premi\u00e8res ann\u00e9es d&#8217;\u00e9tude<\/li>\n<li value=\"4\">Le type de dipl\u00f4me de la licence<\/li>\n<li value=\"5\">Eventuellement le type et la moyenne du baccalaur\u00e9at\u00a0\u00a0<\/li>\n<\/ol>\n<p>Concernant l\u2019effectif exig\u00e9 pour cette formation, il est de 100 \u00e0 200 \u00e9tudiants. Pour assurer un niveau d\u2019excellence \u00e0 cet effectif, il faut des moyens logistiques et des ressources humaines consid\u00e9rables, actuellement non disponible au sein de notre \u00e9tablissement. Par cons\u00e9quent, dans un souci de garder l\u2019objectif d\u2019excellence de ce programme, l\u2019effectif r\u00e9el que nous allons inscrire d\u00e9pendra de la disponibilit\u00e9 des moyens logistiques, des ressources humaines et da la qualit\u00e9 des candidats du point de vue r\u00e9sultats acad\u00e9miques et motivation.<\/p>\n<ul class=\"listes\">\n<li>Test \u00e9crit<\/li>\n<li>Entretien\u00a0<\/li>\n<\/ul>\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<\/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-16614f3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"16614f3\" 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-84c0680\" data-id=\"84c0680\" 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<div class=\"elementor-element elementor-element-9b61d61 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9b61d61\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Contenu de la formation<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-233f607 elementor-widget-divider--view-line elementor-invisible elementor-widget elementor-widget-divider\" data-id=\"233f607\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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>\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-7dc34f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7dc34f8\" 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-ed9f533\" data-id=\"ed9f533\" 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<div class=\"elementor-element elementor-element-c98ac8b elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"c98ac8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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<h3><b>Semestre 1 <\/b><\/h3>\n<table class=\"styled-table\">\n<thead>\n<tr>\n<th>Intitul\u00e9 du module<\/th>\n<th>Volume horaire<\/th>\n<th>ECTS<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>REPRESENTATION DES CONNAISSANCES<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>PYTHON AVANCE POUR LA DATA SCIENCE<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>ROBOTIQUE<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>VARIABLES ALEATOIRES<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>STATISTIQUES<\/td>\n<td>50h<\/td>\n<td>4<\/td>\n<\/tr>\n<tr>\n<td>COMPETENCES GENERALES<\/td>\n<td>45h<\/td>\n<td>3<\/td>\n<\/tr>\n<tr>\n<td>LANGUES ETRANGERES (ANGLAIS \/FRAN\u00c7AIS)<\/td>\n<td>46h<\/td>\n<td>3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u00a0<\/h3>\n<h3><b>Semestre 2 <\/b><\/h3>\n<table class=\"styled-table\">\n<thead>\n<tr>\n<th>Intitul\u00e9 du module<\/th>\n<th>Volume horaire<\/th>\n<th>ECTS<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>DATA MINING<\/td>\n<td>50h<\/td>\n<td>4<\/td>\n<\/tr>\n<tr>\n<td>SYSTEMES INFORMATIQUES DISTRIBUES ET MIDDLEWARES<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>Apprentissage Automatique<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>PROGRAMMATION D\u2019INTERFACES GRAPHIQUES<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>PROJET 1 : INTELLIGENCE ARTIFICIELLE ET IMAGERIE<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>CULTURE DIGITALE<\/td>\n<td>45h<\/td>\n<td>3<\/td>\n<\/tr>\n<tr>\n<td>LANGUES ETRANGERES (ANGLAIS \/ FRAN\u00c7AIS)<\/td>\n<td>46h<\/td>\n<td>3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u00a0<\/h3>\n<h3><b>Semestre 3 <\/b><\/h3>\n<table class=\"styled-table\">\n<thead>\n<tr>\n<th>Intitul\u00e9 du module<\/th>\n<th>Volume horaire<\/th>\n<th>ECTS<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>NLP ET WEB MINING<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>ARCHITECTURES POUR BIG DATA<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>L&#8217;APPRENTISSAGE EN PROFONDEUR<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>Projet 2 : Intelligence artificielle et donn\u00e9es num\u00e9riques<\/td>\n<td>50h<\/td>\n<td>5<\/td>\n<\/tr>\n<tr>\n<td>IA, r\u00e9alit\u00e9 virtuelle et augment\u00e9e<\/td>\n<td>50h<\/td>\n<td>4<\/td>\n<\/tr>\n<tr>\n<td>CULTURE AND ART SKILLS<\/td>\n<td>45h<\/td>\n<td>3<\/td>\n<\/tr>\n<tr>\n<td>LANGUES ETRANGERES (ANGLAIS \/FRAN\u00c7AIS)<\/td>\n<td>46h<\/td>\n<td>3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u00a0<\/h3>\n<h3><b>Semestre 4 <\/b><\/h3>\n<table class=\"styled-table\">\n<thead>\n<tr>\n<th>Intitul\u00e9 du module<\/th>\n<th>Volume horaire<\/th>\n<th>ECTS<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>EMPLOYMENT SKILLS<\/td>\n<td>45h<\/td>\n<td>3<\/td>\n<\/tr>\n<tr>\n<td>Projet de fin d&#8217;\u00e9tudes (PFE)<\/td>\n<td>300h<\/td>\n<td>&#8211;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\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<\/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-0455a97 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0455a97\" 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-2db5ff2\" data-id=\"2db5ff2\" 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<div class=\"elementor-element elementor-element-a92d150 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"a92d150\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">D\u00e9bouch\u00e9s<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aaafdc5 elementor-widget-divider--view-line elementor-invisible elementor-widget elementor-widget-divider\" data-id=\"aaafdc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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>\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-e85ed98 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e85ed98\" 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-28cd4e8\" data-id=\"28cd4e8\" 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<div class=\"elementor-element elementor-element-b0957ce elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"b0957ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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><b>DEBOUCHES DE LA FORMATION :<\/b> La formation \u2018\u2019<strong>Data Science and Artificial Intelligence<\/strong>\u2019\u2019 r\u00e9pond \u00e0 la demande et aux exigences des secteurs, public et priv\u00e9, national et international en termes de comp\u00e9tences dans le domaine de l\u2019IA et l\u2019analyse des donn\u00e9es. L\u2019avantage de cette formation est qu\u2019elle permet aux laur\u00e9ats d\u2019\u00eatre directement op\u00e9rationnels sur le terrain du travail vu qu\u2019ils ont acquis les comp\u00e9tences pour le d\u00e9veloppement de logiciels intelligents afin de traiter et d\u2019analyser les donn\u00e9es massives.<\/p>\n<ul class=\"listes\">\n<li>Les laur\u00e9ats peuvent travailler comme Data Office au sein des entreprises ou au sein des administrations publiques, ils peuvent \u00e9galement travailler au sein des d\u00e9partements R&amp;D d\u2019entreprises.<\/li>\n<li>Le parcours propos\u00e9 offre \u00e9galement le moyen aux laur\u00e9ats de cr\u00e9er des Start up, sous la forme de plate-forme de service et de sous-traitance. Celles-ci peuvent jouer le r\u00f4le de Spin-off et encourager l\u2019installation de grandes entreprises \u00e9trang\u00e8res qui veulent s\u2019\u00e9tablir au Maroc. On peut ainsi \u00e9num\u00e9rer quelques secteurs d\u2019activit\u00e9, \u00e0 savoir : l\u2019actuariat, l\u2019agriculture, la sant\u00e9, l\u2019\u00e9ducation, l\u2019eau et l\u2019environnement etc.<\/li>\n<li>Cette formation permet \u00e9galement aux \u00e9tudiants d\u00e9sireux de poursuivre un doctorat, de trouver des opportunit\u00e9s tr\u00e8s favorables au niveau national et international.<\/li>\n<\/ul>\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<\/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>Master (parcours d&#8217;excellence) &#8211; Sciences des donn\u00e9es et intelligence artificielle Objectifs de la formation Cette fili\u00e8re pr\u00e9sente une opportunit\u00e9 aux \u00e9tudiants d\u2019avoir une formation dans des domaines d\u2019actualit\u00e9, l\u2019intelligence artificielle et l\u2019analyse des donn\u00e9es. \u00a0La formation vise \u00e9galement la consolidation de la capacit\u00e9 des \u00e9tudiants dans le domaine de la mod\u00e9lisation et le d\u00e9veloppement. Les&hellip;&nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":8161,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-8176","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Master (parcours d&#039;excellence) - Sciences des donn\u00e9es et intelligence artificielle - Facult\u00e9 des sciences de Mekn\u00e8s<\/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:\/\/www.fs-umi.ac.ma\/index.php\/master-parcours-dexcellence\/master-parcours-dexcellence-sciences-des-donnees-et-intelligence-artificielle\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Master (parcours d&#039;excellence) - Sciences des donn\u00e9es et intelligence artificielle - Facult\u00e9 des sciences de Mekn\u00e8s\" \/>\n<meta property=\"og:description\" content=\"Master (parcours d&#8217;excellence) &#8211; Sciences des donn\u00e9es et intelligence artificielle Objectifs de la formation Cette fili\u00e8re pr\u00e9sente une opportunit\u00e9 aux \u00e9tudiants d\u2019avoir une formation dans des domaines d\u2019actualit\u00e9, l\u2019intelligence artificielle et l\u2019analyse des donn\u00e9es. \u00a0La formation vise \u00e9galement la consolidation de la capacit\u00e9 des \u00e9tudiants dans le domaine de la mod\u00e9lisation et le d\u00e9veloppement. 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