{"id":10028,"date":"2018-09-20T10:09:40","date_gmt":"2018-09-20T15:09:40","guid":{"rendered":"https:\/\/vieux.ivado.ca\/?post_type=tribe_events&#038;p=10028"},"modified":"2020-02-05T12:39:33","modified_gmt":"2020-02-05T17:39:33","slug":"ivado-mila-deep-learning-french-school","status":"publish","type":"tribe_events","link":"https:\/\/vieux.ivado.ca\/en\/events\/ivado-mila-deep-learning-french-school\/","title":{"rendered":"IVADO\/MILA Deep Learning French School"},"content":{"rendered":"<h3>From October 22-26, 2018 (in French)<\/h3>\n<h3>\u00c9cole IVADO\/MILA en Apprentissage Profond (3e \u00e9dition)<\/h3>\n<p>L\u2019<a href=\"http:\/\/www.lemonde.fr\/pixels\/article\/2015\/07\/24\/comment-le-deep-learning-revolutionne-l-intelligence-artificielle_4695929_4408996.html\">apprentissage profond<\/a>\u00a0est une technique d\u2019apprentissage automatique (<em>machine learning<\/em>) qui\u00a0a\u00a0consid\u00e9rablement am\u00e9lior\u00e9 les r\u00e9sultats pr\u00e9c\u00e9dents entre autres en vision par ordinateur, en reconnaissance de la parole ou en traduction automatique. De nombreux autres domaines sont touch\u00e9s par cette nouvelle technologie, ou vont l\u2019\u00eatre. \u00a0Face \u00e0 l\u2019int\u00e9r\u00eat suscit\u00e9 par cette technologie, et face aux besoins de formation,\u00a0<a href=\"https:\/\/vieux.ivado.ca\/\">IVADO<\/a>\u00a0et le\u00a0<a href=\"https:\/\/mila.quebec\/\">MILA<\/a>\u00a0(le plus gros laboratoire acad\u00e9mique au monde sp\u00e9cialis\u00e9 en apprentissage profond et pionnier du domaine) offrent une semaine de formation du 22 au 26 octobre 2018.<\/p>\n<p>\u00c0 la fin de cette semaine, les participants\u00a0seront aptes \u00e0\u00a0intervenir sur des projets dans le domaine et auront le bagage n\u00e9cessaire\u00a0pour continuer par eux-m\u00eames leur apprentissage, une fois revenu dans leur milieu de travail, ou d\u2019\u00e9tude.<\/p>\n<h3>Contenu de la semaine<\/h3>\n<p>L\u2019\u00c9cole en apprentissage profond donnera \u00e0 ses participants les bases th\u00e9oriques et pratiques n\u00e9cessaires \u00e0 la compr\u00e9hension des techniques d\u2019apprentissage profond, et ils en ressortiront outill\u00e9s pour intervenir sur des projets faisant appel \u00e0 ces techniques. Le contenu est plus orient\u00e9 vers la pratique et l\u2019application que la th\u00e9orie et la recherche. Le contenu th\u00e9orique n\u00e9cessaire sera pr\u00e9sent\u00e9, mais il sera compl\u00e9t\u00e9 par une comparaison\u00a0des biblioth\u00e8ques classiques pour l\u2019apprentissage profond, par des pr\u00e9sentations de scripts et de strat\u00e9gies d\u2019entra\u00eenement, ainsi que par un retour d\u2019exp\u00e9rience sur les probl\u00e8mes sp\u00e9cifiques li\u00e9s \u00e0 la mise en oeuvre de projets d\u2019intelligence artificielle en milieu industriel (infrastructure, acc\u00e8s aux donn\u00e9es, r\u00e9sultats, etc.).<\/p>\n<p>Le contenu de cette \u00e9cole s\u2019adresse principalement aux professionnels de l\u2019informatique (ing\u00e9nieurs, informaticiens qui sont au moins d\u00e9tenteurs d\u2019un baccalaur\u00e9at en sciences ou en g\u00e9nie), mais les\u00a0professeurs et les \u00e9tudiants aux cycles sup\u00e9rieurs en sciences ou en ing\u00e9nierie (essentiellement ceux qui ne sont pas encore familiers avec l\u2019apprentissage profond) peuvent aussi y trouver leur int\u00e9r\u00eat.<\/p>\n<p>Une connaissance minimale en programmation (id\u00e9alement Python) est souhaitable afin de bien pouvoir comprendre les tutoriels. Nous sugg\u00e9rons aussi le cours\u00a0en ligne\u00a0<a href=\"https:\/\/cours.edulib.org\/courses\/course-v1:IVADO+IA-101+P2018\/about\">Introduction \u00e0 l\u2019apprentissage profond<\/a>\u00a0disponible sur EDUlib pour les non-initi\u00e9s en apprentissage automatique et profond.<\/p>\n<h3>Programme pr\u00e9liminaire<\/h3>\n<p>Voici le programme pr\u00e9liminaire. L\u2019horaire d\u00e9taill\u00e9 pour chacun des blocs sera diffus\u00e9s sous peu.<\/p>\n<p>Lundi<\/p>\n<ul>\n<li><b>D\u00e9jeuner et r\u00e9seautage\u00a0<\/b><\/li>\n<li><b>Introduction&nbsp;:\u00a0<\/b>Apprentissage automatique (<i>Jean-Michel Sellier)<\/i><\/li>\n<li><b>\u00c9quit\u00e9 et transparence<\/b><\/li>\n<li><b>Introduction&nbsp;:\u00a0<\/b>Biblioth\u00e8ques et mat\u00e9riel (<i>Mathieu Germain)<\/i><\/li>\n<\/ul>\n<p>Mardi<\/p>\n<ul>\n<li><b>Introduction&nbsp;:\u00a0<\/b>Apprentissage profond (<i>Ga\u00e9tan Marceau Caron)<\/i><\/li>\n<li><b>Entra\u00eenement\u00a0<\/b>: Graphe computationnel &amp; backpropagation (<i>Ga\u00e9tan Marceau Caron<\/i><i>)<\/i><\/li>\n<li><b>Entra\u00eenement&nbsp;:\u00a0<\/b>Optimisation continue\u00a0(<i>Ga\u00e9tan Marceau Caron<\/i><i>)<\/i><\/li>\n<li><b>Tutoriel&nbsp;:<\/b>\u00a0Donn\u00e9es cat\u00e9gorielles (MLP) (<i>Ars\u00e8ne Fansi)<\/i><\/li>\n<\/ul>\n<p>Mercredi<\/p>\n<ul>\n<li><b>Mod\u00e8le&nbsp;:\u00a0<\/b>R\u00e9seaux \u00e0 convolution 1 (Alexei Nordell Markovits)<\/li>\n<li><b>Mod\u00e8le&nbsp;:\u00a0<\/b>R\u00e9seaux \u00e0 convolution 2 (<i>Alexei Nordell Markovits)<\/i><\/li>\n<li><b>Application&nbsp;:\u00a0<\/b>Traitement d\u2019images (<i>Margaux Luck)<\/i><\/li>\n<li><b>Tutoriel&nbsp;:\u00a0<\/b>Images (CNN) (<i>Margaux Luck)<\/i><\/li>\n<\/ul>\n<p>Jeudi<\/p>\n<ul>\n<li><b>Mod\u00e8le&nbsp;:\u00a0<\/b>R\u00e9seaux r\u00e9currents 1 (C\u00e9sar Laurent)<\/li>\n<li><b>Mod\u00e8le&nbsp;:\u00a0<\/b>R\u00e9seaux r\u00e9currents 2 (C\u00e9sar Laurent)<\/li>\n<li><b>Application&nbsp;:\u00a0<\/b>Traitement des langues naturelles (<i>Ars\u00e8ne Fansi)<\/i><\/li>\n<li><b>Tutoriel&nbsp;:\u00a0Donn\u00e9es s\u00e9quentielles (RNN) (<i>Francis Gr\u00e9goire)<\/i><\/b><\/li>\n<\/ul>\n<p>Vendredi<\/p>\n<ul>\n<li><b>Introduction&nbsp;:\u00a0<\/b>Mod\u00e8les g\u00e9n\u00e9ratifs (<i>Mathieu Germain)<\/i><\/li>\n<li><strong>Introduction<\/strong>\u00a0: Apprentissage par renforcement profond (Vincent Fran\u00e7ois-Lavet)<\/li>\n<li><strong>En application&nbsp;:<\/strong>\u00a0start-ups<\/li>\n<li><b>Groupes de discussion<\/b><\/li>\n<\/ul>\n<p><span class=\"il\">Un cocktail<\/span>\u00a0de r\u00e9seautage aura lieu le mardi 23 octobre en soir\u00e9e.<\/p>\n<h3>Inscription<\/h3>\n<p>Les inscriptions sont maintenant ouvertes. Inscrivez-vous maintenant, le nombre de places est limit\u00e9!<\/p>\n<p>Page Web de l&#8217;\u00e9v\u00e9nement &gt;&gt;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>From October 22-26, 2018 (in French) \u00c9cole IVADO\/MILA en Apprentissage Profond (3e \u00e9dition) L\u2019apprentissage profond\u00a0est une technique d\u2019apprentissage automatique (machine learning) qui\u00a0a\u00a0consid\u00e9rablement am\u00e9lior\u00e9 les r\u00e9sultats pr\u00e9c\u00e9dents entre autres en vision&#8230; <\/p>\n<div class=\"clear\"><\/div>\n<p><a href=\"https:\/\/vieux.ivado.ca\/en\/events\/ivado-mila-deep-learning-french-school\/\" class=\"gdlr-button with-border excerpt-read-more\">Read More<\/a><\/p>\n","protected":false},"author":14,"featured_media":9996,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>IVADO\/MILA Deep Learning French School - IVADO<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IVADO\/MILA Deep Learning French School - IVADO\" \/>\n<meta property=\"og:description\" content=\"From October 22-26, 2018 (in French) \u00c9cole IVADO\/MILA en Apprentissage Profond (3e \u00e9dition) L\u2019apprentissage profond\u00a0est une technique d\u2019apprentissage automatique (machine learning) qui\u00a0a\u00a0consid\u00e9rablement am\u00e9lior\u00e9 les r\u00e9sultats pr\u00e9c\u00e9dents entre autres en vision... 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