{"id":20548,"date":"2023-01-08T10:06:57","date_gmt":"2023-01-08T09:06:57","guid":{"rendered":"https:\/\/www.univ-mila.dz\/?page_id=20548"},"modified":"2023-01-08T10:11:37","modified_gmt":"2023-01-08T09:11:37","slug":"specialite-intelligence-artificielle-et-ses-applications-i2a","status":"publish","type":"page","link":"https:\/\/www.univ-mila.dz\/?page_id=20548&lang=fr","title":{"rendered":"Sp\u00e9cialit\u00e9: Intelligence Artificielle et ses Applications (I2A)"},"content":{"rendered":"<p class=\"textheader\">Informations g\u00e9n\u00e9rales<\/p>\n<div class=\"noteright\">\n<p title=\"T\u00e9l\u00e9phone\"><i class=\"fa fa-phone\"><\/i>:<strong>&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;..<\/strong><\/p>\n<p title=\"Fax\"><i class=\"fa fa-fax\"><\/i>:<strong>&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;..<\/strong><\/p>\n<p title=\"Courriel\"><a href=\"smailkaouache@gmail.com\"><i class=\"fa fa-envelope\"><\/i>:<\/a><b><strong>&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;..<\/strong><\/b><\/p>\n<\/div>\n<ul>\n<li><strong>Cycle<\/strong> : Master.<\/li>\n<li><strong>Domaine<\/strong> : Math\u00e9matiques et Informatique.<\/li>\n<li><strong>Fili\u00e8re<\/strong> : Informatique.<\/li>\n<li><strong>Sp\u00e9cialit\u00e9 (Intitul\u00e9 de la formation)<\/strong> : Intelligence Artificielle et ses Applications (I2A).<\/li>\n<li><strong>Dur\u00e9e de la formation<\/strong> : 4 semestres.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p class=\"textheader\">Pr\u00e9sentation de la formation<\/p>\n<p class=\"smallheader\">Objectif de la formation<\/p>\n<p>L\u2019offre de formation de Master en \u00ab Intelligence Artificielle et ses Applications (I2A) \u00bb permet d\u2019acqu\u00e9rir les connaissances et le savoir-faire indispensables afin d\u2019enrichir les comp\u00e9tences en informatique fondamentale et les techniques n\u00e9cessaires pour former un informaticien sp\u00e9cialis\u00e9 en intelligence artificielle (IA). Nous proposons des mati\u00e8res en informatique tel que algorithmique avanc\u00e9e et complexit\u00e9, graphes avanc\u00e9s. En mod\u00e9lisation statistiques et probabiliste telle que la mati\u00e8re de mod\u00e9lisation et simulation et la mati\u00e8re de d\u00e9cision dans l\u2019incertain. En r\u00e9seaux et s\u00e9curit\u00e9 telle que les deux mati\u00e8res r\u00e9seaux \u00e9tendus et s\u00e9curit\u00e9 des r\u00e9seaux. En intelligence artificielle, nous proposons les mati\u00e8res : Intelligence artificielle : principes et applications, apprentissage automatique, apprentissage profond, r\u00e9solution de probl\u00e8mes et optimisation combinatoire, ainsi que la mati\u00e8re syst\u00e8mes multi-agents. Comme applications de l\u2019intelligence artificielle, nous choisissons les mati\u00e8res suivantes: vision artificielle, traitement automatique du langage naturel, cloud computing, big data, internet des objets. En plus, nous proposons pour chaque mati\u00e8re un projet ou miniprojet afin de permettre aux \u00e9tudiants de tester leurs comp\u00e9tences th\u00e9oriques sur des probl\u00e9matiques applicatives dans la vision artificielle, la s\u00e9curit\u00e9 informatique, le marketing, la sant\u00e9, la robotique, l\u2019\u00e9ducation, le transport, l\u2019agriculture, la recherche sur le web, les syst\u00e8mes de recommandations, les jeux vid\u00e9o, le calcul scientifique, etc. En parall\u00e8le, nous sugg\u00e9rons d\u2019enrichir le parcours de l\u2019\u00e9tudiant par des mati\u00e8res en entrepreneuriat et cr\u00e9ation d\u2019entreprise, en langues \u00e9trang\u00e8res et en r\u00e9daction scientifique.<\/p>\n<p>&nbsp;<\/p>\n<p class=\"smallheader\">Connaissances vis\u00e9es<\/p>\n<p>A la fin de cette formation, les dipl\u00f4m\u00e9s du Master I2A seront en mesure de :<\/p>\n<ul>\n<li>\u00a0Acqu\u00e9rir la th\u00e9orie fondamentale de l\u2019apprentissage automatique, apprentissage profond, par mod\u00e8les bio-inspir\u00e9s et m\u00e9ta-heuristiques et syst\u00e8mes multi-agents.<\/li>\n<li>Maitriser les concepts de base de la programmation des syst\u00e8mes intelligents et des langages de d\u00e9veloppement dans ce sens.<\/li>\n<li>Traduire un probl\u00e8me r\u00e9el en un probl\u00e8me d\u2019apprentissage automatique, bio-inspir\u00e9s ou multi-agents, choisir le mod\u00e8le appropri\u00e9 pour r\u00e9soudre ce probl\u00e8me ainsi que l\u2019algorithme d\u2019optimisation et les param\u00e8tres ad\u00e9quats pour chaque mod\u00e8le.<\/li>\n<li>Interpr\u00e9ter les r\u00e9sultats de mod\u00e9lisation et am\u00e9liorer la performance de g\u00e9n\u00e9ralisation des mod\u00e8les d\u2019apprentissage..<\/li>\n<\/ul>\n<p class=\"smallheader\">Projets de fin d\u2019\u00e9tude<\/p>\n<p>Au semestre 4, l\u2019\u00e9tudiant doit r\u00e9aliser son projet de fin d\u2019\u00e9tude et faire un stage en entreprise lui pr\u00e9pare \u00e0 la vie professionnelle. A la fin de son projet, l\u2019\u00e9tudiant doit r\u00e9diger un m\u00e9moire pour exposer son travail.<\/p>\n<p class=\"textheader\">Programme<\/p>\n<p><strong>Pour telecharger PDF:\u00a0 <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.univ-mila.dz\/wp-content\/uploads\/2023\/01\/I2AMfr.pdf\">cliquez ici<\/a><\/span><\/strong><\/p>\n<p class=\"textheader\">Etudes et d\u00e9bouch\u00e9s potentiels<\/p>\n<ul>\n<li>Doctorat LMD.<\/li>\n<\/ul>\n<p class=\"textheader\">D\u00e9bouch\u00e9s professionnels<\/p>\n<p>A l\u2019issue de cette formation, le dipl\u00f4m\u00e9 en Master I2A sera dot\u00e9 des comp\u00e9tences n\u00e9cessaires pour cr\u00e9er des programmes informatiques et des syst\u00e8mes intelligents qui peuvent r\u00e9pondre \u00e0 des probl\u00e8mes complexes dans des secteurs vari\u00e9s (publiques ou priv\u00e9s): tels que les banques, les soci\u00e9t\u00e9s t\u00e9l\u00e9coms, les assurances, les industries telles que l\u2019automobile, et la robotique, l\u2019agriculture, la d\u00e9fense nationale, le transport, les \u00e9nergies (Sonelgaz, Sonatrach, Naftal), l\u2019e-gouvernement, la biotechnologie, la sant\u00e9, la m\u00e9t\u00e9orologie, etc.<br \/>\nPar ailleurs, un \u00e9tudiant de cette formation peut d\u00e9velopper sa propre entreprise sp\u00e9cialis\u00e9e dans la proposition de solutions \u00e0 des probl\u00e8mes complexes r\u00e9els, de d\u00e9veloppement d\u2019applications intelligentes, de la maintenance et le suivi des syst\u00e8mes \u00e0 base de Big data, &#8230; etc. Il y a \u00e9galement l\u2019avantage de cr\u00e9ation des startups et micro-entreprises sp\u00e9cialis\u00e9es dans la recherche et d\u00e9veloppement (R&amp;D) des solutions innovantes \u00e0 base d\u2019intelligence artificielle.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Informations g\u00e9n\u00e9rales :&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;.. :&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;.. :&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;.. Cycle : Master. Domaine : Math\u00e9matiques et Informatique. Fili\u00e8re : Informatique. Sp\u00e9cialit\u00e9 (Intitul\u00e9 de la formation) : Intelligence Artificielle et ses Applications (I2A). Dur\u00e9e de la formation : 4 semestres. &nbsp; Pr\u00e9sentation de la formation Objectif de la formation L\u2019offre de formation de Master en \u00ab Intelligence Artificielle et ses [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":7785,"parent":7889,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-20548","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Sp\u00e9cialit\u00e9: Intelligence Artificielle et ses Applications (I2A) - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0644\u0629<\/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.univ-mila.dz\/?page_id=20548&lang=fr\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sp\u00e9cialit\u00e9: Intelligence Artificielle et ses Applications (I2A) - \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0644\u0629\" \/>\n<meta property=\"og:description\" content=\"Informations g\u00e9n\u00e9rales :&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;.. :&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;.. :&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;&#8230;.. 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