{"id":1847,"date":"2019-09-17T09:46:38","date_gmt":"2019-09-17T07:46:38","guid":{"rendered":"https:\/\/www.agence-lapostolle.com\/?p=1847"},"modified":"2024-01-15T16:37:26","modified_gmt":"2024-01-15T15:37:26","slug":"cest-quoi-le-deep-learning","status":"publish","type":"post","link":"https:\/\/www.agence-lapostolle.com\/en\/2019\/09\/17\/cest-quoi-le-deep-learning\/","title":{"rendered":"C&rsquo;est quoi le Deep Learning ?"},"content":{"rendered":"<p>Alors que la technologie \u00e9volue rapidement; Des termes tels que l&rsquo;intelligence artificielle, le <a href=\"https:\/\/www.agence-lapostolle.com\/en\/2019\/09\/09\/cest-quoi-le-machine-learning\/\">Machine Learning<\/a> et le Deep Learning peuvent nous laisser perplexe.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">C&rsquo;est quoi le Deep Learning exactement ?<\/h4>\n\n\n\n<p>L&rsquo;intelligence artificielle concerne les machines qui peuvent effectuer des t\u00e2ches n\u00e9cessitant g\u00e9n\u00e9ralement une intelligence humaine.<\/p>\n\n\n\n<p>Cela englobe le Machine Learning, o\u00f9 les machines peuvent apprendre par l&rsquo;exp\u00e9rience et acqu\u00e9rir des comp\u00e9tences sans implication humaine. Le Deep Learning est une cat\u00e9gorie du Machine Learning o\u00f9 des r\u00e9seaux de neurones artificiels. Ces algorithmes inspir\u00e9s du cerveau humain, tirent des enseignements d&rsquo;une grande quantit\u00e9 de donn\u00e9es.<\/p>\n\n\n\n<p>Comme nous tirons les enseignements de l\u2019exp\u00e9rience, les algorithmes ex\u00e9cutent une t\u00e2che de mani\u00e8re r\u00e9p\u00e9t\u00e9e. En la modifiant l\u00e9g\u00e8rement chaque fois pour am\u00e9liorer les r\u00e9sultats. Nous parlons de Deep Learning parce que les r\u00e9seaux de neurones ont plusieurs couches (profondes) qui permettent l\u2019apprentissage.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/DeepLearning-1024x572.png\" alt=\"DeepLearning\" class=\"wp-image-4212\" srcset=\"https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/DeepLearning-1024x572.png 1024w, https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/DeepLearning-300x168.png 300w, https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/DeepLearning-768x429.png 768w, https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/DeepLearning.png 1338w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>C&rsquo;est pourquoi elles peuvent peut apprendre \u00e0 r\u00e9soudre pratiquement n&rsquo;importe quel probl\u00e8me.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Quelle est la diff\u00e9rence entre Machine Learning et Deep Learning ?<\/h4>\n\n\n\n<p>Les mod\u00e8les de Machine Learning s&rsquo;am\u00e9liorent progressivement quelle que soit leur fonction, mais ils ont encore besoin de conseils. Si un algorithme d&rsquo;intelligence artificielle renvoie une pr\u00e9diction inexacte, un ing\u00e9nieur doit intervenir et effectuer des modifications.<\/p>\n\n\n\n<p>Avec un mod\u00e8le de Deep Learning, un algorithme peut d\u00e9terminer par lui-m\u00eame si une pr\u00e9diction est exacte ou non via son propre r\u00e9seau de neurones.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Nous aidons l&rsquo;Intelligence Artificielle sans le savoir et de mani\u00e8re \u00ab\u00a0naturelle\u00a0\u00bb<\/h4>\n\n\n\n<p>La quantit\u00e9 de donn\u00e9es que nous g\u00e9n\u00e9rons est immense (elle est estim\u00e9e \u00e0 3 milliards d\u2019octets par jour). Elle est alors la ressource qui permet un apprentissage en profondeur.<\/p>\n\n\n\n<p>Ces algorithmes de n\u00e9cessitent une tonne de donn\u00e9es. Cette augmentation de la cr\u00e9ation de donn\u00e9es est l&rsquo;une des raisons de l&rsquo;\u00e9volution de l&rsquo;intelligence artificielle ces derni\u00e8res ann\u00e9es. Outre la cr\u00e9ation accrue de donn\u00e9es, les algorithmes de d&rsquo;intelligence artificielle tirent parti de la puissance de calcul.<\/p>\n\n\n\n<p>L&rsquo;intelligence artificielle en tant que service a permis aux petites entreprises d&rsquo;acc\u00e9der \u00e0 cette <a href=\"https:\/\/www.lemonde.fr\/pixels\/article\/2014\/12\/08\/dix-intelligences-artificielles-qui-nous-ont-hantes_4534087_4408996.html\" target=\"_blank\" rel=\"noreferrer noopener\">technologie<\/a>. Notamment aux algorithmes d&rsquo;intelligence artificielle n\u00e9cessaires au Deep Learning sans investissement initial important.<\/p>","protected":false},"excerpt":{"rendered":"<p>Alors que la technologie \u00e9volue rapidement; Des termes tels que l&rsquo;intelligence artificielle, le Machine Learning et le Deep Learning peuvent nous laisser perplexe. C&rsquo;est quoi le Deep Learning exactement ? L&rsquo;intelligence artificielle concerne les machines qui peuvent effectuer des t\u00e2ches n\u00e9cessitant g\u00e9n\u00e9ralement une intelligence humaine. Cela englobe le Machine Learning, o\u00f9 les machines peuvent apprendre [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[198,4],"tags":[123,122,112,110],"class_list":["post-1847","post","type-post","status-publish","format-standard","hentry","category-intelligence-artificielle","category-le-point-com","tag-deep-learning","tag-ia","tag-intelligence-artificielle","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Le Deep Learning, c&#039;est quoi ?| Agence Lapostolle \u00e0 Amiens<\/title>\n<meta name=\"description\" content=\"Alors que la technologie \u00e9volue rapidement; Des termes tels que l&#039;intelligence artificielle, le Machine Learning et le Deep Learning...\" \/>\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.agence-lapostolle.com\/en\/2019\/09\/17\/cest-quoi-le-deep-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Le Deep Learning, c&#039;est quoi ?| Agence Lapostolle \u00e0 Amiens\" \/>\n<meta property=\"og:description\" content=\"Alors que la technologie \u00e9volue rapidement; 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