{"id":11,"date":"2021-11-08T14:23:10","date_gmt":"2021-11-08T13:23:10","guid":{"rendered":"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/"},"modified":"2021-11-08T14:58:56","modified_gmt":"2021-11-08T13:58:56","slug":"activites-denseignement","status":"publish","type":"page","link":"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/","title":{"rendered":"Activit\u00e9s d&rsquo;enseignement"},"content":{"rendered":"<p>Les cours propos\u00e9s en intelligence artificielle et apprentissage automatique traitent:<\/p>\n<ul>\n<li>des avanc\u00e9es de l&rsquo;intelligence artificielle par apprentissage profond (deep learning) appliqu\u00e9es \u00e0 la mod\u00e9lisation de d\u00e9pendances sur le long terme, et en particulier au traitement du langage naturel. L&rsquo;exploitation de DNNs, CNNs, RNNs, LSTMs, GRUs, Attention, Transformers, GPT, mod\u00e8les g\u00e9n\u00e9ratifs, GANs, et auto-encodeurs permettent des applications telles que la traduction automatique, la classification et l&rsquo;extraction d&rsquo;information, les chatbots, l\u2019extraction et la recherche d&rsquo;information dans du \u00ab\u00a0big data\u00a0\u00bb, etc.<\/li>\n<li>du domaine \u00e0 l&rsquo;intersection de l&rsquo;intelligence artificielle et de la th\u00e9orie de probabilit\u00e9s, celui des mod\u00e8les graphiques probabilistes, des r\u00e9seaux bay\u00e9siens, et de leur mise en oeuvre via la programmation probabiliste. La prise de d\u00e9cision dans l&rsquo;incertain (information manquante, donn\u00e9es bruit\u00e9es, etc.) via l\u2019inf\u00e9rence statistique constitue l&rsquo;un des apports majeurs de l&rsquo;IA probabiliste.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Les cours propos\u00e9s en intelligence artificielle et apprentissage automatique traitent: des avanc\u00e9es de l&rsquo;intelligence artificielle par apprentissage profond (deep learning) appliqu\u00e9es \u00e0 la mod\u00e9lisation de d\u00e9pendances sur le long terme, et en particulier au traitement du langage naturel. L&rsquo;exploitation de DNNs, CNNs, RNNs, LSTMs, GRUs, Attention, Transformers, GPT, mod\u00e8les g\u00e9n\u00e9ratifs, GANs, et auto-encodeurs permettent des [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-11","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Activit\u00e9s d&#039;enseignement - Service \/ FS - Intelligence Artificielle<\/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:\/\/web.umons.ac.be\/maia\/activites-denseignement\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Activit\u00e9s d&#039;enseignement - Service \/ FS - Intelligence Artificielle\" \/>\n<meta property=\"og:description\" content=\"Les cours propos\u00e9s en intelligence artificielle et apprentissage automatique traitent: des avanc\u00e9es de l&rsquo;intelligence artificielle par apprentissage profond (deep learning) appliqu\u00e9es \u00e0 la mod\u00e9lisation de d\u00e9pendances sur le long terme, et en particulier au traitement du langage naturel. L&rsquo;exploitation de DNNs, CNNs, RNNs, LSTMs, GRUs, Attention, Transformers, GPT, mod\u00e8les g\u00e9n\u00e9ratifs, GANs, et auto-encodeurs permettent des [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/\" \/>\n<meta property=\"og:site_name\" content=\"Service \/ FS - Intelligence Artificielle\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-08T13:58:56+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/\",\"url\":\"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/\",\"name\":\"Activit\u00e9s d'enseignement - Service \/ FS - Intelligence Artificielle\",\"isPartOf\":{\"@id\":\"https:\/\/web.umons.ac.be\/maia\/#website\"},\"datePublished\":\"2021-11-08T13:23:10+00:00\",\"dateModified\":\"2021-11-08T13:58:56+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/web.umons.ac.be\/maia\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Activit\u00e9s d&rsquo;enseignement\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/web.umons.ac.be\/maia\/#website\",\"url\":\"https:\/\/web.umons.ac.be\/maia\/\",\"name\":\"Service \/ FS - Intelligence Artificielle\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/web.umons.ac.be\/maia\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Activit\u00e9s d'enseignement - Service \/ FS - Intelligence Artificielle","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/web.umons.ac.be\/maia\/activites-denseignement\/","og_locale":"fr_FR","og_type":"article","og_title":"Activit\u00e9s d'enseignement - Service \/ FS - Intelligence Artificielle","og_description":"Les cours propos\u00e9s en intelligence artificielle et apprentissage automatique traitent: des avanc\u00e9es de l&rsquo;intelligence artificielle par apprentissage profond (deep learning) appliqu\u00e9es \u00e0 la mod\u00e9lisation de d\u00e9pendances sur le long terme, et en particulier au traitement du langage naturel. 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