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Le deep learning est une branche de l’intelligence artificielle qui consiste \u00e0 cr\u00e9er des algorithmes bas\u00e9s sur des r\u00e9seaux neuronaux artificiels. Ces r\u00e9seaux sont con\u00e7us pour imiter le fonctionnement du cerveau humain, leur permettant ainsi d’apprendre \u00e0 partir de donn\u00e9es et de r\u00e9aliser des t\u00e2ches complexes telles que la reconnaissance d’images, la traduction de langues, la synth\u00e8se de la parole, etc.<\/p>\n
Tutoriels et astuces informatiques<\/p>\n
Le deep learning peut \u00eatre appliqu\u00e9 sur diff\u00e9rentes plateformes informatiques telles que Windows, Linux et Apple. Voici une s\u00e9rie de tutoriels et d’astuces pour utiliser le deep learning sur ces plateformes :<\/p>\n
Windows
\nTutorial 1 : Comment installer TensorFlow sur Windows
\nTutorial 2 : Utiliser Keras pour la classification d’images sur Windows<\/p>\n
Linux
\nTutorial 1 : Configurer un environnement de deep learning avec Ubuntu
\nTutorial 2 : Entra\u00eener un r\u00e9seau de neurones convolutif sur Linux<\/p>\n
Apple
\nTutorial 1 : Installer PyTorch sur macOS
\nTutorial 2 : Utiliser Core ML pour le d\u00e9veloppement d’applications d’apprentissage automatique sur Apple<\/p>\n
FAQ<\/p>\n
Qu’est-ce que le deep learning ?
\nLe deep learning, ou apprentissage profond, est une technique d’apprentissage automatique qui utilise des r\u00e9seaux neuronaux artificiels pour imiter le fonctionnement du cerveau humain.<\/p>\n
Quelles sont les applications du deep learning ?
\nLe deep learning est utilis\u00e9 dans de nombreux domaines tels que la reconnaissance d’images, la traduction automatique, la synth\u00e8se de la parole, la recommandation de produits, etc.<\/p>\n
Comment apprendre le deep learning ?
\nVous pouvez apprendre le deep learning en suivant des tutoriels en ligne, des cours universitaires, des livres sp\u00e9cialis\u00e9s, des MOOC, etc.<\/p>\n
Liens externes
\nVoici quelques ressources suppl\u00e9mentaires sur le deep learning :
\nFrance is AI
\nIntel France – Deep Learning
\nLe Big Data – Applications du deep learning en entreprise<\/p>\n
Le deep learning offre des possibilit\u00e9s infinies en mati\u00e8re d’intelligence artificielle et de traitement de donn\u00e9es. Gr\u00e2ce \u00e0 ces tutoriels et \u00e0 ces ressources, vous pourrez commencer \u00e0 explorer cette technologie r\u00e9volutionnaire et \u00e0 en comprendre les applications dans le monde r\u00e9el.<\/p>\n","protected":false},"excerpt":{"rendered":"
Deep Learning: D\u00e9bloquer la puissance des r\u00e9seaux neuronaux Le deep learning est une branche de l’intelligence artificielle qui consiste \u00e0 […]<\/p>\n","protected":false},"author":1,"featured_media":10677,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1,4],"tags":[273,155,260,272,266,271,264,270,265,276,166,169,278,159,151,171,279,168,167,274,158,150,259,163,160,165,157,154,161,152,162,275,261,277,267,269,164,268,262,156,263,153],"class_list":["post-10676","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-les_infos_geek","category-tutorial_geek","tag-algorithmes-dia","tag-applications","tag-apprentissage-automatique","tag-apprentissage-automatique-supervise","tag-apprentissage-non-supervise","tag-apprentissage-par-transfert","tag-apprentissage-profond","tag-apprentissage-renforce","tag-apprentissage-supervise","tag-auto-encodeurs","tag-c","tag-conception-de-sites-web","tag-conception-dapplications-mobiles","tag-css","tag-developpement","tag-developpement-de-logiciels","tag-developpement-dapplications","tag-developpement-mobile","tag-developpement-web","tag-donnees-dentrainement","tag-html","tag-informatique","tag-intelligence-artificielle","tag-java","tag-javascript","tag-kotlin","tag-langages-de-programmation","tag-mobile","tag-php","tag-programmation","tag-python","tag-reconnaissance-dobjets","tag-reseau-de-neurones","tag-reseaux-de-neurones-recurrents","tag-reseaux-neuronaux-convolutifs","tag-robotique-intelligente","tag-swift","tag-traitement-automatique-du-signal","tag-traitement-du-langage-naturel","tag-tutoriels","tag-vision-par-ordinateur","tag-web"],"yoast_head":"\n