{"id":38584,"date":"2026-04-07T16:31:38","date_gmt":"2026-04-07T15:31:38","guid":{"rendered":"https:\/\/www.argonandco.com\/?page_id=38584"},"modified":"2026-04-07T16:31:38","modified_gmt":"2026-04-07T15:31:38","slug":"data-science-et-machine-learning-pour-les-operations","status":"publish","type":"page","link":"https:\/\/www.argonandco.com\/fr\/expertises\/data-et-ia\/data-science-et-machine-learning-pour-les-operations\/","title":{"rendered":"Data Science et Machine Learning pour les Op\u00e9rations"},"content":{"rendered":"<h2>Contexte et d\u00e9fi<\/h2>\n<p class=\"p1\"><span class=\"intro\">L&rsquo;Intelligence Artificielle (IA) et le Machine Learning ne sont plus de simples concepts futuristes, mais sont devenus des outils fondamentaux qui sont mis au service de toutes les fonctions de l\u2019entreprise.<\/span><\/p>\n<p class=\"p1\">La prise de d\u00e9cision dans des fonctions telles que la Supply Chain, les forces de vente, la finance, les approvisionnements, les ressources humaines et la maintenance s\u2019appuie de plus en plus sur des volumes importants de donn\u00e9es qui, \u00e0 l\u2019\u00e9tat brut, rec\u00e8lent un potentiel inexploit\u00e9. Les techniques de Data Science permettent de tirer parti des donn\u00e9es structur\u00e9es et non structur\u00e9es, r\u00e9v\u00e9lant \u00e9galement des corr\u00e9lations avec des sources d\u2019information externes.<\/p>\n<p class=\"p1\">La mise en \u0153uvre de techniques d\u2019Analytics et de mod\u00e8les Machine Learning permet aux entreprises d\u2019am\u00e9liorer consid\u00e9rablement leurs performances tout en transformant les processus pour r\u00e9duire le temps consacr\u00e9 aux t\u00e2ches manuelles r\u00e9p\u00e9titives et le rediriger vers des t\u00e2ches \u00e0 forte valeur ajout\u00e9e.<\/p>\n<p class=\"p1\">Mobiliser des \u00e9quipes combinant sens m\u00e9tier et expertise Data permet de d\u00e9velopper des solutions pragmatiques, facilement d\u00e9ployables et \u00e9volutives.<\/p>\n<h2>Notre\u00a0approche<\/h2>\n<p>Notre \u00e9quipe d\u2019experts compos\u00e9e de Data scientists, Data engineers, et Data analysts aide nos clients \u00e0 tirer parti d\u2019une expertise historique dans les op\u00e9rations, alli\u00e9es \u00e0 des comp\u00e9tences technologiques et en Data science. Nous donnons \u00e0 nos clients les moyens de d\u00e9marrer des projets d\u2019IA avanc\u00e9s, et mieux relever les d\u00e9fis du monde r\u00e9el.<\/p>\n<p>Nous appliquons nos mod\u00e8les de Machine Learning et d\u2019Analytics avanc\u00e9s \u00e0 plusieurs cas d\u2019usage, parmi lesquels :<\/p>\n<ul>\n<li>Pr\u00e9vision des ventes<\/li>\n<li>Pr\u00e9vision de l\u2019activit\u00e9 logistique<\/li>\n<li>Merchandising et optimisation de l\u2019assortiment<\/li>\n<li>Pr\u00e9vision des d\u00e9lais de livraison des fournisseurs et de la distribution<\/li>\n<li>Sourcing RH et optimisation du recrutement<\/li>\n<li>Mod\u00e9lisation des co\u00fbts standards et gestion des marges<\/li>\n<li>Pr\u00e9vision des d\u00e9fauts de qualit\u00e9 dans les environnements de production et optimisation des param\u00e8tres<\/li>\n<li>Simulation d\u2019inventaire et optimisation des param\u00e8tres MRP\/DRP<\/li>\n<li>Mod\u00e9lisation de l\u2019impact environnemental<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Contexte et d\u00e9fi L&rsquo;Intelligence Artificielle (IA) et le Machine Learning ne sont plus de simples concepts futuristes, mais sont devenus des outils fondamentaux qui sont mis au service de toutes les fonctions de l\u2019entreprise. La prise de d\u00e9cision dans des fonctions telles que la Supply Chain, les forces de vente, la finance, les approvisionnements, les [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":37243,"menu_order":116,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-38584","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Science et Machine Learning pour les Op\u00e9rations - Argon &amp; Co<\/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:\/\/www.argonandco.com\/fr\/expertises\/data-et-ia\/data-science-et-machine-learning-pour-les-operations\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science et Machine Learning pour les Op\u00e9rations - Argon &amp; Co\" \/>\n<meta property=\"og:description\" content=\"Contexte et d\u00e9fi L&rsquo;Intelligence Artificielle (IA) et le Machine Learning ne sont plus de simples concepts futuristes, mais sont devenus des outils fondamentaux qui sont mis au service de toutes les fonctions de l\u2019entreprise. 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