{"id":1842,"date":"2019-09-09T19:32:23","date_gmt":"2019-09-09T17:32:23","guid":{"rendered":"https:\/\/www.agence-lapostolle.com\/?p=1842"},"modified":"2024-01-15T16:36:02","modified_gmt":"2024-01-15T15:36:02","slug":"cest-quoi-le-machine-learning","status":"publish","type":"post","link":"https:\/\/www.agence-lapostolle.com\/en\/2019\/09\/09\/cest-quoi-le-machine-learning\/","title":{"rendered":"C&rsquo;est quoi le Machine Learning ?"},"content":{"rendered":"<p>Le Machine Learning est une partie de l&rsquo;<a href=\"https:\/\/fr.wikipedia.org\/wiki\/Intelligence_artificielle\">AI<\/a> (IA). Il offre aux syst\u00e8mes la possibilit\u00e9 d&rsquo;apprendre et de s&rsquo;am\u00e9liorer automatiquement \u00e0 partir de leur exp\u00e9rience.<\/p>\n\n\n\n<p>Le Machine Learning se concentre sur le d\u00e9veloppement de programmes informatiques pouvant acc\u00e9der \u00e0 <a href=\"https:\/\/www.agence-lapostolle.com\/en\/webmarketing\/reseaux-sociaux\/\">des donn\u00e9es<\/a>. Il les utilisent ensuite pour s&rsquo;am\u00e9liorer.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/Machine-Learning.jpeg\" alt=\"Machine Learning\" class=\"wp-image-4210\" srcset=\"https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/Machine-Learning.jpeg 1024w, https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/Machine-Learning-300x300.jpeg 300w, https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/Machine-Learning-150x150.jpeg 150w, https:\/\/www.agence-lapostolle.com\/wp-content\/uploads\/2019\/09\/Machine-Learning-768x768.jpeg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Le processus d&rsquo;apprentissage commence par des observations ou des donn\u00e9es, telles que des exemples, une exp\u00e9rience directe ou des instructions. Ceci afin de rechercher des mod\u00e8les (ou pattern) dans les donn\u00e9es et de prendre de meilleures d\u00e9cisions dans le futur. L&rsquo;objectif principal est de permettre aux ordinateurs d&rsquo;apprendre automatiquement sans intervention humaine ni assistance et d&rsquo;ajuster les actions en cons\u00e9quence.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Plusieurs cat\u00e9gories de Machine Learning<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Les <strong>algorithmes d&rsquo;apprentissage automatique supervis\u00e9s<\/strong> peuvent appliquer ce que l&rsquo;on a appris dans le pass\u00e9 \u00e0 de nouvelles donn\u00e9es. Ceci en utilisant des exemples pour pr\u00e9dire des \u00e9v\u00e9nements futurs.<\/li>\n\n\n\n<li>Les <strong>algorithmes d&rsquo;apprentissage automatique non supervis\u00e9s<\/strong> sont utilis\u00e9s lorsque les informations utilis\u00e9es pour s&rsquo;entra\u00eener ne sont ni class\u00e9es ni \u00e9tiquet\u00e9es. Le syst\u00e8me explore les donn\u00e9es et peut tirer des d\u00e9ductions \u00e0 partir de jeux de donn\u00e9es.<\/li>\n\n\n\n<li>Les <strong>algorithmes d&rsquo;apprentissage automatique semi-supervis\u00e9s<\/strong> se situent quelque part entre l&rsquo;apprentissage supervis\u00e9 et l&rsquo;apprentissage non supervis\u00e9. Dans la mesure o\u00f9 ils utilisent \u00e0 la fois des donn\u00e9es \u00e9tiquet\u00e9es et non \u00e9tiquet\u00e9es. Les syst\u00e8mes qui utilisent cette m\u00e9thode sont capables d&rsquo;am\u00e9liorer consid\u00e9rablement la pr\u00e9cision de l&rsquo;apprentissage. Habituellement, l&rsquo;apprentissage semi-supervis\u00e9 est choisi lorsque les donn\u00e9es \u00e9tiquet\u00e9es acquises n\u00e9cessitent des ressources qualifi\u00e9es et pertinentes pour pouvoir se former.<\/li>\n\n\n\n<li>Les <strong>algorithmes d&rsquo;apprentissage automatique par renforcement<\/strong> sont une m\u00e9thode d&rsquo;apprentissage qui interagit avec son environnement. Ceci en produisant des actions et en d\u00e9couvrant des erreurs ou des avantages. Cette m\u00e9thode permet aux machines de d\u00e9terminer automatiquement le comportement id\u00e9al dans un contexte sp\u00e9cifique afin d&rsquo;optimiser ses performances.<\/li>\n<\/ul>\n\n\n\n<p>L&rsquo;apprentissage automatique permet d&rsquo;analyser d&rsquo;\u00e9normes quantit\u00e9s de donn\u00e9es. Bien qu\u2019elle fournisse g\u00e9n\u00e9ralement des r\u00e9sultats plus rapides et plus pr\u00e9cis afin d\u2019identifier des opportunit\u00e9s rentables ou des risques dangereux. Elle peut \u00e9galement n\u00e9cessiter du temps et des ressources suppl\u00e9mentaires pour se former correctement. L&rsquo;apprentissage automatique, l&rsquo;IA et les technologies modernes rendent plus efficace le traitement de gros volumes d&rsquo;informations.<\/p>","protected":false},"excerpt":{"rendered":"<p>Le Machine Learning est une partie de l&rsquo;Intelligence Artificielle (IA). Il offre aux syst\u00e8mes la possibilit\u00e9 d&rsquo;apprendre et de s&rsquo;am\u00e9liorer automatiquement \u00e0 partir de leur exp\u00e9rience. Le Machine Learning se concentre sur le d\u00e9veloppement de programmes informatiques pouvant acc\u00e9der \u00e0 des donn\u00e9es. Il les utilisent ensuite pour s&rsquo;am\u00e9liorer. Le processus d&rsquo;apprentissage commence par des observations [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18,198,4,8],"tags":[111,6,112,75,110],"class_list":["post-1842","post","type-post","status-publish","format-standard","hentry","category-google","category-intelligence-artificielle","category-le-point-com","category-site-internet","tag-ai","tag-google","tag-intelligence-artificielle","tag-internet","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Le Machine Learning, c&#039;est quoi ? | Agence Lapostolle \u00e0 Amiens<\/title>\n<meta name=\"description\" content=\"Le Machine Learning est une partie de l&#039;Intelligence Artificielle (IA). 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