{"id":1687,"date":"2025-04-07T14:28:04","date_gmt":"2025-04-07T12:28:04","guid":{"rendered":"https:\/\/jaimesoroa.com\/services\/big-data-y-machine-learning\/"},"modified":"2025-04-12T14:08:46","modified_gmt":"2025-04-12T12:08:46","slug":"big-data-y-machine-learning","status":"publish","type":"page","link":"https:\/\/jaimesoroa.com\/fr\/services\/big-data-y-machine-learning\/","title":{"rendered":"Big Data y Machine Learning"},"content":{"rendered":"\n\t<section class=\"section dark\" id=\"section_1071232391\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2160\" height=\"1080\" src=\"https:\/\/jaimesoroa.com\/wp-content\/uploads\/Big_Data-Jaime_Soroa.webp\" class=\"bg attachment-original size-original\" alt=\"Big Data Jaime Soroa\" \/>\t\t\t\t\t\t<div class=\"section-bg-overlay absolute fill\"><\/div>\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n<div class=\"row align-middle\"  id=\"row-422315926\">\n\n\t<div id=\"col-1353795063\" class=\"col large-12\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\t<div id=\"text-1588771265\" class=\"text highlight\">\n\t\t\n<h1><span>Big Data et Machine Learning pour les entreprises<\/span><\/h1>\n<p><span style=\"font-size:1.2rem\">\u2501 <span><span><a href=\"https:\/\/jaimesoroa.com\/fr\/inicio\/\">Jaime Soroa<\/a><\/span><\/span><\/span><\/p>\n\t\t\t<\/div>\n\t\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n<\/div>\n\t\t<\/div>\n\n\t\t\n<style>\n#section_1071232391 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n  min-height: 600px;\n}\n#section_1071232391 .section-bg-overlay {\n  background-color: rgba(39, 8, 160, 0.6);\n}\n<\/style>\n\t<\/section>\n\t\n\n\t<section class=\"section highlight\" id=\"section_2010078369\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t\t\t\t\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n<div class=\"row\"  id=\"row-1213262464\">\n\n\t<div id=\"col-224981394\" class=\"col medium-6 small-12 large-6\"  >\n\t\t<div class=\"is-sticky-column\"><div class=\"is-sticky-column__inner\">\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n<div class=\"spinner-wrap\">\n<div class=\"spinner-item\"><\/div>\n<div class=\"spinner-item spinner-item--2\"><\/div>\n<div class=\"spinner-item spinner-item--3\"><\/div>\n<\/div>\n\n\t\t<\/div>\n\t\t<\/div><\/div>\t\t\n<style>\n#col-224981394 > .is-sticky-column > .is-sticky-column__inner > .col-inner {\n  padding: 0px 0px 120px 0px;\n  margin: -40px 0px 0px 0px;\n}\n<\/style>\n\t<\/div>\n\n\t\n\n\t<div id=\"col-111436454\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n<p>Le volume de donn\u00e9es g\u00e9n\u00e9r\u00e9 par les entreprises ne cesse d\u2019augmenter. Mais seules celles qui savent en extraire de la valeur peuvent anticiper le march\u00e9, optimiser leurs processus et prendre des d\u00e9cisions strat\u00e9giques. Gr\u00e2ce \u00e0 mes services en <strong>Big Data<\/strong> et <strong>Machine Learning<\/strong>, je vous aide \u00e0 transformer de grands volumes de donn\u00e9es en mod\u00e8les pr\u00e9dictifs, automatisations intelligentes et am\u00e9liorations concr\u00e8tes de vos processus m\u00e9tier.  <\/p>\n<p>Je travaille avec des technologies de pointe et des langages comme <strong>Python, SQL et PySpark<\/strong>, ainsi que des biblioth\u00e8ques de machine learning telles que <strong>Scikit-Learn, TensorFlow ou XGBoost<\/strong>, toujours adapt\u00e9s au contexte et aux besoins de chaque client.<\/p>\n\t<div id=\"gap-312058596\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-312058596 {\n  padding-top: 40px;\n}\n<\/style>\n\t<\/div>\n\t\n<h2><span>Ce que je peux apporter \u00e0 votre entreprise<\/span><\/h2>\n<ul>\n<li><strong>Traitement de grands volumes de donn\u00e9es<\/strong> : je con\u00e7ois des pipelines efficaces pour le nettoyage, la transformation et l\u2019exploitation de donn\u00e9es massives, en local ou dans le cloud.<\/li>\n<li><strong>Mod\u00e8les pr\u00e9dictifs et classification <\/strong>: je d\u00e9veloppe des mod\u00e8les de machine learning permettant d\u2019anticiper les tendances, de classifier les comportements ou d\u2019automatiser les d\u00e9cisions.<\/li>\n<li><strong>D\u00e9tection d\u2019anomalies et reconnaissance de sch\u00e9mas<\/strong> : je d\u00e9tecte en temps r\u00e9el des \u00e9v\u00e9nements significatifs ou des comportements inhabituels, particuli\u00e8rement utiles dans des secteurs comme la banque, l\u2019\u00e9nergie ou l\u2019assurance.<\/li>\n<li><strong>Optimisation des processus par l\u2019intelligence artificielle<\/strong> : des applications sur mesure pour r\u00e9duire les co\u00fbts, am\u00e9liorer l\u2019efficacit\u00e9 ou adapter votre offre \u00e0 la demande.<\/li>\n<\/ul>\n\t<div id=\"gap-104828013\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-104828013 {\n  padding-top: 40px;\n}\n<\/style>\n\t<\/div>\n\t\n<h2><span>\u00c0 qui s\u2019adresse ce service ?<\/span><\/h2>\n<p>Aux entreprises qui manipulent de grands volumes de donn\u00e9es structur\u00e9es ou non structur\u00e9es, et qui souhaitent aller au-del\u00e0 de l\u2019analyse descriptive. Des startups technologiques aux grandes organisations dans des secteurs tels que l\u2019\u00e9nergie, la finance, le retail ou la logistique. <\/p>\n\t\t<\/div>\n\t\t\t\t\n<style>\n#col-111436454 > .col-inner {\n  margin: 40px 0px 0px 0px;\n}\n<\/style>\n\t<\/div>\n\n\t\n<\/div>\n\t\t<\/div>\n\n\t\t\n<style>\n#section_2010078369 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n}\n<\/style>\n\t<\/section>\n\t\n\n\t<section class=\"section cta-block dark\" id=\"section_176623394\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t\t\t\t\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n\n<div class=\"row align-middle\"  id=\"row-242659031\">\n\n\n\t<div id=\"col-842026509\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n\t<div id=\"gap-1366185956\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1366185956 {\n  padding-top: 80px;\n}\n@media (min-width:550px) {\n  #gap-1366185956 {\n    padding-top: 20px;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n\t<div id=\"text-590597004\" class=\"text cta highlight\">\n\t\t\n\n<h2><span>Transformez vos donn\u00e9es en avantages concurrentiels.<\/span><\/h2>\n<p>Transformez vos donn\u00e9es en avantages concurrentiels. Profitez de mon expertise en gestion des donn\u00e9es pour faire progresser votre entreprise. Contactez-moi d\u00e8s maintenant et donnez un nouvel \u00e9lan \u00e0 la transformation num\u00e9rique de votre soci\u00e9t\u00e9.<\/p>\n\t\t\t<\/div>\n\t\n<a href=\"https:\/\/jaimesoroa.com\/fr\/contact\/\" class=\"button white is-outline\" >\n\t\t<span>Contact<\/span>\n\t<\/a>\n\n\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-1568383262\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n\n\t\t<\/div>\n\n\t\t\n<style>\n#section_176623394 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n  background-color: #2708a0;\n}\n<\/style>\n\t<\/section>\n\t\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":1675,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-blank.php","meta":{"footnotes":""},"class_list":["post-1687","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/pages\/1687","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/comments?post=1687"}],"version-history":[{"count":2,"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/pages\/1687\/revisions"}],"predecessor-version":[{"id":1689,"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/pages\/1687\/revisions\/1689"}],"up":[{"embeddable":true,"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/pages\/1675"}],"wp:attachment":[{"href":"https:\/\/jaimesoroa.com\/fr\/wp-json\/wp\/v2\/media?parent=1687"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}