{"id":7304,"date":"2020-10-28T12:37:12","date_gmt":"2020-10-28T12:37:12","guid":{"rendered":"https:\/\/eiaschum.ca\/?post_type=product&#038;p=7304"},"modified":"2020-10-28T19:35:30","modified_gmt":"2020-10-28T19:35:30","slug":"introduction-a-lapprentissage-profond","status":"publish","type":"product","link":"https:\/\/eiaschum.ca\/en\/produit\/introduction-a-lapprentissage-profond\/","title":{"rendered":"Introduction \u00e0 l\u2019apprentissage profond"},"content":{"rendered":"<p>L\u2019apprentissage profond (deep learning) est une technique d\u2019apprentissage automatique (machine learning) qui a consid\u00e9rablement am\u00e9lior\u00e9 les r\u00e9sultats dans de nombreux domaines tels que la vision par ordinateur, la reconnaissance de la parole et la traduction automatique. Les techniques d\u2019apprentissage profond permettent, \u00e0 l\u2019aide de donn\u00e9es, de r\u00e9soudre de nombreux probl\u00e8mes dans de nombreux domaines de l\u2019\u00e9conomie tels que la sant\u00e9, le transport, le commerce, la finance ainsi que l\u2019\u00e9nergie.<\/p>\n<p>D\u00e9velopp\u00e9 par IVADO et le MILA, ce cours d\u2019une dur\u00e9e totale de 5 heures pr\u00e9sente les concepts fondamentaux de l\u2019apprentissage profond \u00e0 travers 5 modules de formation propos\u00e9s en fran\u00e7ais.<\/p>\n<p>Le cours Introduction \u00e0 l\u2019apprentissage profond a \u00e9t\u00e9 con\u00e7u pour ceux qui d\u00e9sirent\u00a0:<\/p>\n<ul>\n<li>Comprendre en quoi consiste l\u2019apprentissage profond;<\/li>\n<li>Comprendre quels types de probl\u00e8mes peuvent \u00eatre r\u00e9solus \u00e0 l\u2019aide de ces techniques;<\/li>\n<li>Se familiariser avec les concepts fondamentaux et m\u00e9thodes utilis\u00e9es en apprentissage profond.<\/li>\n<\/ul>\n<p>Le contenu sera pr\u00e9sent\u00e9 \u00e0 l\u2019aide de vid\u00e9os p\u00e9dagogiques pr\u00e9sent\u00e9s par des sp\u00e9cialistes du domaine\u00a0: Alain Tapp, Yoshua Bengio et Nicolas Le Roux.<\/p>\n<p><a href=\"https:\/\/cours.edulib.org\/courses\/course-v1:IVADO+IA-101+P2018\/about\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/cours.edulib.org\/courses\/course-v1:IVADO+IA-101+P2018\/about<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p><a href=\"https:\/\/eiaschum.ca\/formations\/?swoof=1&#038;product_cat=0-3-heures\">Dur\u00e9e<\/a>\u00a0: 0-3 heures<br \/>\n<\/p>\n<div style=\"display: inline-block;\">\n<div style=\"float: left; margin-right: 10px;\">\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-sujet-machine-learning-400x100-01.jpg\" width=\"200\" height=\"50\" \/>\n\t<\/div>\n<div style=\"float: left;\">\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-sujet-deep-learning-400x100-01.jpg\" width=\"200\" height=\"50\" \/>\n\t<\/div>\n<\/div>\n","protected":false},"featured_media":7214,"template":"","meta":[],"product_brand":[],"product_cat":[186,195,171,174,111,114,42,48,60,63,72,78,81],"product_tag":[],"class_list":{"0":"post-7304","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-niveau-des-connaissances-prealables-requises-en-ia","7":"product_cat-connaissances-intermediaires-ia","8":"product_cat-niveau-des-connaissances-prealables-requises-en-sante","9":"product_cat-aucune-connaissance-prealable-sante","10":"product_cat-langue","11":"product_cat-francais","12":"product_cat-accessibilite","13":"product_cat-acces-et-certification-gratuit","14":"product_cat-duree","15":"product_cat-0-3-heures","16":"product_cat-sujet","17":"product_cat-apprentissage-profond-deep-learning","18":"product_cat-apprentissage-automatique","20":"first","21":"instock","22":"shipping-taxable","23":"product-type-simple"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00c9cole de l&#039;intelligence artificielle en sant\u00e9 du CHUM | Formation<\/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:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00c9cole de l&#039;intelligence artificielle en sant\u00e9 du CHUM | Formation\" \/>\n<meta property=\"og:description\" content=\"Dur\u00e9e\u00a0: 0-3 heures\" \/>\n<meta property=\"og:url\" content=\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/\" \/>\n<meta property=\"og:site_name\" content=\"\u00c9cole de l&#039;intelligence artificielle en sant\u00e9\" \/>\n<meta property=\"article:modified_time\" content=\"2020-10-28T19:35:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"1000\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\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:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/\",\"url\":\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/\",\"name\":\"\u00c9cole de l'intelligence artificielle en sant\u00e9 du CHUM | Formation\",\"isPartOf\":{\"@id\":\"https:\/\/eiaschum.ca\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg\",\"datePublished\":\"2020-10-28T12:37:12+00:00\",\"dateModified\":\"2020-10-28T19:35:30+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#primaryimage\",\"url\":\"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg\",\"contentUrl\":\"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg\",\"width\":1000,\"height\":1000,\"caption\":\"\u00c9cole de l'intelligence artificielle en sant\u00e9 du CHUM\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/eiaschum.ca\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Formations\",\"item\":\"https:\/\/eiaschum.ca\/formations\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Introduction \u00e0 l\u2019apprentissage profond\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/eiaschum.ca\/#website\",\"url\":\"https:\/\/eiaschum.ca\/\",\"name\":\"\u00c9cole de l&#039;intelligence artificielle en sant\u00e9\",\"description\":\"\u00c9cole de l&#039;intelligence artificielle en sant\u00e9\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/eiaschum.ca\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u00c9cole de l'intelligence artificielle en sant\u00e9 du CHUM | Formation","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:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/","og_locale":"en_US","og_type":"article","og_title":"\u00c9cole de l'intelligence artificielle en sant\u00e9 du CHUM | Formation","og_description":"Dur\u00e9e\u00a0: 0-3 heures","og_url":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/","og_site_name":"\u00c9cole de l&#039;intelligence artificielle en sant\u00e9","article_modified_time":"2020-10-28T19:35:30+00:00","og_image":[{"width":1000,"height":1000,"url":"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/","url":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/","name":"\u00c9cole de l'intelligence artificielle en sant\u00e9 du CHUM | Formation","isPartOf":{"@id":"https:\/\/eiaschum.ca\/#website"},"primaryImageOfPage":{"@id":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#primaryimage"},"image":{"@id":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#primaryimage"},"thumbnailUrl":"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg","datePublished":"2020-10-28T12:37:12+00:00","dateModified":"2020-10-28T19:35:30+00:00","breadcrumb":{"@id":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#primaryimage","url":"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg","contentUrl":"https:\/\/eiaschum.ca\/wp-content\/uploads\/2020\/10\/eias-chum-section-formation-deep-learning-1000x1000-01.jpg","width":1000,"height":1000,"caption":"\u00c9cole de l'intelligence artificielle en sant\u00e9 du CHUM"},{"@type":"BreadcrumbList","@id":"https:\/\/eiaschum.ca\/produit\/introduction-a-lapprentissage-profond\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/eiaschum.ca\/en\/"},{"@type":"ListItem","position":2,"name":"Formations","item":"https:\/\/eiaschum.ca\/formations\/"},{"@type":"ListItem","position":3,"name":"Introduction \u00e0 l\u2019apprentissage profond"}]},{"@type":"WebSite","@id":"https:\/\/eiaschum.ca\/#website","url":"https:\/\/eiaschum.ca\/","name":"\u00c9cole de l&#039;intelligence artificielle en sant\u00e9","description":"\u00c9cole de l&#039;intelligence artificielle en sant\u00e9","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/eiaschum.ca\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/product\/7304","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/media\/7214"}],"wp:attachment":[{"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/media?parent=7304"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/product_brand?post=7304"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/product_cat?post=7304"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/eiaschum.ca\/en\/wp-json\/wp\/v2\/product_tag?post=7304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}