{"id":6195,"date":"2023-07-17T16:43:50","date_gmt":"2023-07-17T15:43:50","guid":{"rendered":"https:\/\/ensak.usms.ac.ma\/ensak\/?page_id=6195"},"modified":"2023-08-19T15:11:38","modified_gmt":"2023-08-19T14:11:38","slug":"mu-bibd","status":"publish","type":"page","link":"http:\/\/ensak.usms.ac.ma\/ensak\/mu-bibd\/","title":{"rendered":"Master d\u2019Universit\u00e9 : Business Intelligence, Big Data (BIBD)"},"content":{"rendered":"<div id=\"pl-6195\"  class=\"panel-layout\" ><div id=\"pg-6195-0\"  class=\"panel-grid panel-has-style\" ><div class=\"container panel-row-style panel-row-style-for-6195-0\" ><div id=\"pgc-6195-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-6195-0-0-0\" class=\"so-panel widget widget_text panel-first-child\" data-index=\"0\" ><h3 class=\"widget-title\">Objectifs de la formation<\/h3>\t\t\t<div class=\"textwidget\"><p>La Business Intelligence et maintenant la Business Analytics sont devenues des enjeux strat\u00e9giques pour les entreprises.\nLe Master universitaire sp\u00e9cialis\u00e9 en Ing\u00e9nierie des Donn\u00e9es BI et BIG DATA vise \u00e0 former des sp\u00e9cialistes en Big Data, Data Mining, Business Intelligence, syst\u00e8mes intelligents, Cloud Computing.\nL\u2019objectif est de permettre aux laur\u00e9ats de mod\u00e9liser des probl\u00e8mes de donn\u00e9es massives, analyser leur complexit\u00e9, tirer de la connaissance et finalement apporter des solutions architecturales efficaces.<\/p><\/div>\n\t\t<\/div><div id=\"panel-6195-0-0-1\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"1\" ><h3 class=\"widget-title\">Chronogramme de la formation<\/h3>\t\t\t<div class=\"textwidget\"><ul class=\"bullet\">\n<li>Pr\u00e9-inscriptions en ligne sur ce site : <b>01\/08 au 20\/09\/2023<\/li><\/b>\n<li>Etude des dossiers et Entretiens : <b>21\/09 au 23\/09\/2023<\/li><\/b>\n<li>Inscription Administrative: <b>24\/10 au 30\/09\/2023<\/li><\/b>\n<li>Semestre 1: <b>01\/10\/2023 au 31\/01\/2024<\/li><\/b>\n<li>Semestre 2: <b>03\/02 au 31\/07\/2024<\/li><\/b>\n<\/ul><\/div>\n\t\t<\/div><\/div><div id=\"pgc-6195-0-1\"  class=\"panel-grid-cell\" ><div id=\"panel-6195-0-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"2\" ><h3 class=\"widget-title\">l&rsquo; BIBD<\/h3>\t\t\t<div class=\"textwidget\"><img src=\"\/ensak\/wp-content\/uploads\/2023\/07\/BI.png\" alt=\"BIBD\" \/>\n<p><\/p>\t\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><div id=\"pg-6195-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-6195-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-6195-1-0-0\" class=\"so-panel widget widget_edupress-university-aboutus-how-it-works panel-first-child panel-last-child\" data-index=\"3\" ><div class=\"so-widget-edupress-university-aboutus-how-it-works so-widget-edupress-university-aboutus-how-it-works-default-d75171398898-6195\"><section class=\"howitworks\">\r\n            <div class=\"container\">\r\n                 <div class=\"row\">  \r\n                                     \t<h2 class=\"text-center head-border-default\">Inscription<\/h2>\r\n                                        <div class=\"col-xs-12 col-sm-8 col-sm-offset-2 col-md-6 col-md-offset-3\">\r\n                                         <p class=\"text-center\"><b>Le dossier d'inscription se compose des pi\u00e8ces suivantes : <br \/>\n\u2022\tUn curriculum vitae ;<br \/>\n\u2022\t01 copie de la CIN ou des premi\u00e8res pages du passeport ;<br \/>\n\u2022\t02 copies du baccalaur\u00e9at ;<br \/>\n\u2022\t02 copies du dipl\u00f4me ou attestation Bac+2.<\/b><\/p>\r\n                                 \t\t<\/div>\r\n                    \r\n                <div class=\"work-steps\">  \r\n                \t\t                         <div class=\"col-xs-12 col-sm-4\">\r\n                        \t<div class=\"steps\" style=\"background-color: #e91e63;\">\r\n                                                        <h3>Dure\u00e9 de la Formation<\/h3>\r\n                                                                                     <p>2 Ans<\/p>\r\n                                                        <span class=\"sow-icon-fontawesome sow-fas\" data-sow-icon=\"&#xf017;\"\n\t\t ><\/span>                            <\/div>\r\n                        <\/div> \r\n                                                 <div class=\"col-xs-12 col-sm-4\">\r\n                        \t<div class=\"steps\" style=\"background-color: #03a9f4;\">\r\n                                                        <h3>D\u00e9but de la Formation<\/h3>\r\n                                                                                     <p>01-10-2023<\/p>\r\n                                                        <span class=\"sow-icon-fontawesome sow-fas\" data-sow-icon=\"&#xf073;\"\n\t\t ><\/span>                            <\/div>\r\n                        <\/div> \r\n                                                 <div class=\"col-xs-12 col-sm-4\">\r\n                        \t<div class=\"steps\" style=\"background-color: #673ab7;\">\r\n                                                        <h3>Mode de la formation<\/h3>\r\n                                                                                     <p>En pr\u00e9sentiel et \/ ou \u00e0 distance<\/p>\r\n                                                        <span class=\"sow-icon-fontawesome sow-fas\" data-sow-icon=\"&#xf02d;\"\n\t\t ><\/span>                            <\/div>\r\n                        <\/div> \r\n                                                \r\n                 <\/div> <!-- work-steps #end -->    \r\n                    \r\n                  <div class=\"work-steps\"> \r\n                    <div class=\"action text-center \">\r\n                    \t                     \t<span>Pr\u00e9-Inscription ouvertes<\/span> \r\n                                                                          <a href=\"https:\/\/forms.gle\/7Jx43Y56QwQPJbms7\" class=\"btn btn-orange btn-large\">Insciption<i class=\"lnr lnr-arrow-right\"><\/i><\/a>\r\n                                             <\/div>\r\n                  <\/div>   <!-- work-steps #end -->\r\n                  \r\n            \t <\/div> <!--row #end  -->\r\n\t        <\/div><!-- container #end -->\r\n <\/section><\/div><\/div><\/div><\/div><div id=\"pg-6195-2\"  class=\"panel-grid panel-has-style\" ><div class=\"container panel-row-style panel-row-style-for-6195-2\" ><div id=\"pgc-6195-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-6195-2-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"4\" >\t\t\t<div class=\"textwidget\"><h2 style=\"color: #2f519e;\">Lieu de formation<\/h2>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>ENSA Khouribga<\/li>\n<\/ul>\n<h2 style=\"color: #2f519e;\">D\u00e9bouch\u00e9s<\/h2>\n<p>Du point de vue industriel, les m\u00e9tiers vis\u00e9s par la formation sont des m\u00e9tiers de concepteurs, de<br \/>\nd\u00e9veloppeurs, d\u2019utilisateurs d\u2019outils intelligents dans tous les domaines n\u00e9cessitant des<br \/>\ncomp\u00e9tences fortes en traitement et analyse des donn\u00e9es massives. On peut citer :<\/p>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>\u00a0Administrateur de bases de donn\u00e9es,<\/li>\n<li>Data manager sur des architectures distribu\u00e9es (Cloud, Data Center),<\/li>\n<li>Conception des applications big data,<\/li>\n<li>Data Analyst (Business Intelligence),<\/li>\n<li>Consultant en Business Intelligence,<\/li>\n<li>Concepteur des Syst\u00e8mes d\u2019information D\u00e9cisionnels ;<\/li>\n<li>L\u2019accompagnement de l\u2019entreprise dans les changements li\u00e9s \u00e0 l\u2019exploitation des donn\u00e9es<br \/>\nmassives,<\/li>\n<li>La mise en \u0153uvre des infrastructures et des solutions logicielles qui manipulent les donn\u00e9es<br \/>\nvolumineuses,<\/li>\n<li>Conception et d\u00e9veloppement des syst\u00e8mes intelligents pour influencer ou prendre des d\u00e9cisions.<\/li>\n<\/ul>\n<h2 style=\"color: #2f519e;\">Contenu p\u00e9dagogique<\/h2>\n<p><strong>S1<\/strong><\/p>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>M-1 : Statistiques et Analyse de donn\u00e9es<\/li>\n<li>M-2 : Bases de donn\u00e9es NoSQL<\/li>\n<li>M-3 : Bases de donn\u00e9es r\u00e9parties<\/li>\n<li>M-4 : Programmation en Python<\/li>\n<li>M-5 : Programmation Parall\u00e8le<\/li>\n<li>M-6 : Administration des Bases de donn\u00e9es<\/li>\n<\/ul>\n<p><strong>S2<\/strong><\/p>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>M-7 : Les entrep\u00f4ts de donn\u00e9es<\/li>\n<li>M-8 : Intelligence Artificielle<\/li>\n<li>M-9 : D\u00e9veloppement des applications Big Data 1<\/li>\n<li>M-10 : Progiciel de gestion int\u00e9gr\u00e9<\/li>\n<li>M-11 : Cloud Computing<\/li>\n<li>M-12 : Techniques de communication en Fran\u00e7ais<\/li>\n<\/ul>\n<p><strong>S3<\/strong><\/p>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>M- 13 : Machine Learning et Deep Learning<\/li>\n<li>M- 14 : Data Mining et Text Mining<\/li>\n<li>M- 15 : D\u00e9veloppement d\u2019applications Big Data 2<\/li>\n<li>M- 16 : Requ\u00eates multidimensionnelles (MDX)<\/li>\n<li>M- 17 : Data Management et Qualit\u00e9 de donn\u00e9es<\/li>\n<li>M- 18 : Entreprenariat<\/li>\n<\/ul>\n<p><strong>S4<\/strong><\/p>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>M- 19 : Stage<\/li>\n<\/ul>\n<h2 style=\"color: #2f519e;\">D\u00e9roulement des enseignements<\/h2>\n<p>Les enseignements sont programm\u00e9s lors des <b>week-ends<\/b> selon les horaires suivants:<\/p>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>Matin 9:00h \u00e0 12:00h<\/li>\n<li>Apr\u00e8s-midi 13:00h \u00e0 17:00h<\/li>\n<\/ul>\n<h2 style=\"color: #2f519e;\">Frais de scolarit\u00e9<\/h2>\n<p>Les frais de la formation sont de 40,000 DH, \u00e0 payer en quatre tranches.<\/p>\n<h2 style=\"color: #2f519e;\">Responsable de la formation<\/h2>\n<p style=\"color: #2f519e;\"><b>Pr. SAADI Mostafa<\/b><\/p>\n<ul class=\"bullet\" style=\"margin-left: 30px;\">\n<li>E-mail : <a href=\"m.saadi@usms.ma\">m.saadi@usms.ma<\/a><\/li>\n<li>T\u00e9l : 06 70 65 55 84<\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><div id=\"pg-6195-3\"  class=\"panel-grid panel-has-style\" ><div class=\"container panel-row-style panel-row-style-for-6195-3\" ><div id=\"pgc-6195-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-6195-3-0-0\" class=\"so-panel widget widget_edupress-university-aboutus-partnering-with-us panel-first-child panel-last-child\" data-index=\"5\" ><div class=\"so-widget-edupress-university-aboutus-partnering-with-us so-widget-edupress-university-aboutus-partnering-with-us-default-d75171398898-6195\"><section class=\"col-xs-12 partnering-with-us\">\r\n\t<div class=\"container\">\r\n\t\t<div class=\"row\">\r\n                \t\t<\/div> <!--row #end  -->\r\n\t<\/div><!-- container #end -->\r\n<\/section><\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>La Business Intelligence et maintenant la Business Analytics sont devenues des enjeux strat\u00e9giques pour les entreprises. Le Master universitaire sp\u00e9cialis\u00e9 en Ing\u00e9nierie des Donn\u00e9es BI et BIG DATA vise \u00e0 former des sp\u00e9cialistes en Big Data, Data Mining, Business Intelligence, syst\u00e8mes intelligents, Cloud Computing. L\u2019objectif est de permettre aux laur\u00e9ats de mod\u00e9liser des probl\u00e8mes de [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/tpl-pagebuilder.php","meta":{"ngg_post_thumbnail":0,"cybocfi_hide_featured_image":""},"acf":[],"_links":{"self":[{"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/pages\/6195"}],"collection":[{"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/comments?post=6195"}],"version-history":[{"count":4,"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/pages\/6195\/revisions"}],"predecessor-version":[{"id":6282,"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/pages\/6195\/revisions\/6282"}],"wp:attachment":[{"href":"http:\/\/ensak.usms.ac.ma\/ensak\/wp-json\/wp\/v2\/media?parent=6195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}