{"id":2603,"date":"2026-05-01T20:16:19","date_gmt":"2026-05-01T20:16:19","guid":{"rendered":"https:\/\/plusdynamique.net\/elearning\/supervised-machine-learning-s-ml-in-practice\/"},"modified":"2026-07-15T15:17:31","modified_gmt":"2026-07-15T15:17:31","slug":"supervised-machine-learning-s-ml-in-practice","status":"publish","type":"elearning","link":"https:\/\/plusdynamique.net\/fr\/elearning\/supervised-machine-learning-s-ml-in-practice\/","title":{"rendered":"Apprentissage Automatique Supervis\u00e9 (AAS) : En pratique"},"content":{"rendered":"<p>Les syst\u00e8mes d'apprentissage automatique supervis\u00e9 (S-ML) sont largement utilis\u00e9s dans tous les secteurs d'activit\u00e9. Bien qu'ils puissent contribuer \u00e0 faciliter une prise de d\u00e9cision plus rapide et meilleure, il existe cependant des \u00e9cueils associ\u00e9s \u00e0 leur utilisation. Il est donc important de comprendre leurs limites avant de d\u00e9ployer de tels syst\u00e8mes. Il est \u00e9galement n\u00e9cessaire de comprendre quels types de donn\u00e9es sont n\u00e9cessaires pour construire des syst\u00e8mes S-ML efficaces et comment ces syst\u00e8mes utilisent les donn\u00e9es pour obtenir leurs r\u00e9sultats. <\/p>\n<p>Ce cours explore l'utilisation des syst\u00e8mes S-ML en pratique et les donn\u00e9es et les math\u00e9matiques qui sous-tendent leurs r\u00e9sultats.<\/p>","protected":false},"excerpt":{"rendered":"<p>Supervised Machine Learning (S-ML) systems are widely used across business sectors. While they can help facilitate faster and better decision-making, however, there are pitfalls associated with their use. It is, therefore, important to understand their limitations before deploying such systems. It is also necessary to understand what types of data are needed to build effective [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","categories":[16],"class_list":["post-2603","elearning","type-elearning","status-publish","hentry","category-technology"],"acf":[],"_links":{"self":[{"href":"https:\/\/plusdynamique.net\/fr\/wp-json\/wp\/v2\/elearning\/2603","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/plusdynamique.net\/fr\/wp-json\/wp\/v2\/elearning"}],"about":[{"href":"https:\/\/plusdynamique.net\/fr\/wp-json\/wp\/v2\/types\/elearning"}],"version-history":[{"count":1,"href":"https:\/\/plusdynamique.net\/fr\/wp-json\/wp\/v2\/elearning\/2603\/revisions"}],"predecessor-version":[{"id":7804,"href":"https:\/\/plusdynamique.net\/fr\/wp-json\/wp\/v2\/elearning\/2603\/revisions\/7804"}],"wp:attachment":[{"href":"https:\/\/plusdynamique.net\/fr\/wp-json\/wp\/v2\/media?parent=2603"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/plusdynamique.net\/fr\/wp-json\/wp\/v2\/categories?post=2603"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}