{"id":796,"date":"2021-06-21T14:43:39","date_gmt":"2021-06-21T14:43:39","guid":{"rendered":"https:\/\/esi.ac.ma\/formation\/formation-initiale\/cycle-ingenieur\/ingenierie-des-connaissances-et-des-donnees\/"},"modified":"2023-07-13T18:02:46","modified_gmt":"2023-07-13T17:02:46","slug":"ingenierie-des-connaissances-et-science-des-donnees","status":"publish","type":"page","link":"https:\/\/esi.ac.ma\/en\/formation-initiale\/cycle-ingenieur\/ingenierie-des-connaissances-et-science-des-donnees\/","title":{"rendered":"Knowledge Engineering and Data Science"},"content":{"rendered":"

[vc_row][vc_column]

Engineering cycle<\/div>

Knowledge Engineering and Data Science<\/h1>
<\/div><\/div>[vc_column_text css_animation=”fadeInUp” css=”.vc_custom_1689267755843{margin-bottom: 30px !important;}”]The aim of the program is to offer a comprehensive training program combining modules in mathematics\/statistics, computer science and artificial intelligence.<\/p>\n

It aims to provide students with the skills needed and demanded by the job market, to manage and analyze data, and to master concepts such as exploratory data analysis, statistical inference and modeling, machine learning and high-dimensional data analysis.<\/p>\n

 [\/vc_column_text][vc_custom_heading text=”Admission requirements” font_container=”tag:h2|font_size:23px|text_align:left|color:%23252525|line_height:23px” google_fonts=”font_family:Montserrat%3Aregular%2C700|font_style:700%20bold%20regular%3A700%3Anormal” css_animation=”fadeInUp”][vc_column_text css_animation=”fadeInUp” css=”.vc_custom_1689267236726{margin-bottom: 30px !important;}”]Access to the first year of the Engineering Cycle is open to :<\/p>\n

    \n
  • Candidates who have passed the National Common Entrance Examination (CNC) for Morocco’s engineering schools.<\/li>\n
  • By examination for holders of a DEUG in Mathematical and Computer Sciences (SMI).<\/li>\n
  • By examination for holders of the “Informatiste” diploma (Bac+4) or equivalent, with a scientific or technical baccalaureate.<\/li>\n<\/ul>\n

    [\/vc_column_text][vc_custom_heading text=”Career opportunities” font_container=”tag:h2|font_size:23px|text_align:left|color:%23252525|line_height:23px” google_fonts=”font_family:Montserrat%3Aregular%2C700|font_style:700%20bold%20regular%3A700%3Anormal” css_animation=”fadeInUp”][vc_column_text css_animation=”fadeInUp” css=”.vc_custom_1689267351354{margin-bottom: 30px !important;}”]<\/p>\n

      \n
    • Big Data Engineer<\/li>\n
    • Machine Learning and Deep Learning Engineer<\/li>\n
    • Business Intelligence Engineer<\/li>\n
    • Cloud Computing Engineer<\/li>\n
    • Computer Vision Engineer<\/li>\n
    • Data Analyst<\/li>\n
    • Data Scientist<\/li>\n
    • Data Architect<\/li>\n<\/ul>\n

      [\/vc_column_text][vc_custom_heading text=”Training program” font_container=”tag:h2|font_size:23px|text_align:left|color:%23252525|line_height:23px” google_fonts=”font_family:Montserrat%3Aregular%2C700|font_style:700%20bold%20regular%3A700%3Anormal” css_animation=”fadeInUp”][vc_column_text css_animation=”fadeInUp”]Three years of training (6 semesters, 48 modules, 8 of which are reserved for the PFE end-of-studies project).[\/vc_column_text][vc_tta_accordion shape=”square” color=”green” c_position=”right” active_section=”1″ el_class=”accordion-services”][vc_tta_section title=”Semestre 1″ tab_id=”semestre-1″][vc_column_text css_animation=”none”]<\/p>\n

        \n
      • Architecture des ordinateurs et Syst\u00e8mes d\u2019exploitation<\/li>\n
      • Math\u00e9matique pour l\u2019Ing\u00e9nieur<\/li>\n
      • Algorithmique et Programmation<\/li>\n
      • Gestion \u00e9lectronique des documents et Documents structur\u00e9s<\/li>\n
      • R\u00e9seaux informatiques<\/li>\n
      • Recherche Op\u00e9rationnelle<\/li>\n
      • \u00c9conomie de l\u2019Entreprise<\/li>\n
      • Anglais et TEC 1<\/li>\n<\/ul>\n

        [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Semestre 2″ tab_id=”semestre-2″][vc_column_text css_animation=”none”]<\/p>\n

          \n
        • Analyse et Conception des Bases de Donn\u00e9es<\/li>\n
        • Probabilit\u00e9s et statistiques<\/li>\n
        • Programmation et Technologies Web<\/li>\n
        • Algorithmique et Programmation Avanc\u00e9es<\/li>\n
        • E-services et gestion de contenu d\u2019entreprise<\/li>\n
        • Gestion du capital immat\u00e9riel<\/li>\n
        • Management pour l’ing\u00e9nieur<\/li>\n
        • Anglais et TEC 2<\/li>\n<\/ul>\n

          [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Semestre 3″ tab_id=”semestre-3″][vc_column_text css_animation=”none”]<\/p>\n

            \n
          • Analyse et Conduite de Projets<\/li>\n
          • Programmation Orient\u00e9e Objet<\/li>\n
          • Statistiques Inf\u00e9rentielles et Processus Stochastiques<\/li>\n
          • Th\u00e9orie de l\u2019Information et Traitement du Signal<\/li>\n
          • Fondements des syst\u00e8mes intelligents<\/li>\n
          • Recherche Op\u00e9rationnelle Avanc\u00e9e<\/li>\n
          • Data Acquisition and Analysis<\/li>\n
          • Project Management et Entrepreneuriat<\/li>\n<\/ul>\n

            [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Semestre 4″ tab_id=”semestre-4″][vc_column_text css_animation=”none”]<\/p>\n

              \n
            • Programmation avanc\u00e9e et mobile<\/li>\n
            • Bases de Donn\u00e9es Avanc\u00e9es<\/li>\n
            • Mod\u00e8les de r\u00e9gression et s\u00e9ries chronologiques<\/li>\n
            • Machine Learning<\/li>\n
            • Syst\u00e8mes R\u00e9partis et Virtualisation<\/li>\n
            • Cryptocurrency Technologies<\/li>\n
            • Management Strat\u00e9gique<\/li>\n
            • Anglais et TEC Professionnels<\/li>\n<\/ul>\n

              [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Semestre 5″ tab_id=”semestre-5-op1″][vc_column_text css_animation=”none”]<\/p>\n

                \n
              • Business Intelligence<\/li>\n
              • Data Architecture<\/li>\n
              • Analyse et Conduite de Projet<\/li>\n
              • Syst\u00e8mes ubiquitaires<\/li>\n
              • Computer Vision and Pattern Recognition<\/li>\n
              • Text and Graph Analysis<\/li>\n
              • Gestion des Risques et Innovation<\/li>\n
              • M\u00e9thodologie de recherche<\/li>\n<\/ul>\n

                [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”Semestre 6″ tab_id=”semestre-6″][vc_column_text css_animation=”none”]<\/p>\n

                  \n
                • Stage et Projet de Fin d\u2019Etude (PFE)<\/li>\n<\/ul>\n

                  [\/vc_column_text][\/vc_tta_section][\/vc_tta_accordion][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"

                  [vc_row][vc_column][vc_column_text css_animation=”fadeInUp” css=”.vc_custom_1689267755843{margin-bottom: 30px !important;}”]The aim of the program is to offer a comprehensive training program combining modules in mathematics\/statistics, computer science and artificial intelligence. It aims to provide students with the skills needed and demanded by the job market, to manage and analyze data, and to master concepts such as exploratory data analysis, statistical […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":792,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-796","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/pages\/796","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/comments?post=796"}],"version-history":[{"count":6,"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/pages\/796\/revisions"}],"predecessor-version":[{"id":3659,"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/pages\/796\/revisions\/3659"}],"up":[{"embeddable":true,"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/pages\/792"}],"wp:attachment":[{"href":"https:\/\/esi.ac.ma\/en\/wp-json\/wp\/v2\/media?parent=796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}