{"id":27886,"date":"2017-05-02T09:18:39","date_gmt":"2017-05-02T09:18:39","guid":{"rendered":"http:\/\/www.zemsania.com\/?p=16516"},"modified":"2022-12-23T10:59:47","modified_gmt":"2022-12-23T10:59:47","slug":"machine-learning-casos-uso-verticales","status":"publish","type":"post","link":"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/","title":{"rendered":"Machine Learning: casos d&#039;\u00fas verticals"},"content":{"rendered":"<p>En pleno 2017, empezamos a vislumbrar usos de la inteligencia artificial que a\u00f1os atr\u00e1s nos hubieran parecido ciencia ficci\u00f3n. Las m\u00e1quinas empiezan a aprender por s\u00ed solas, sin necesidad de programar reglas para casos infinitos. Todo ello es posible gracias a <strong>Machine Learning y Deep Learning<\/strong>, que como ya te explicaba en esta otra entrada, ser\u00e1 <a href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/ia-inteligencia-artificial-machine-learning-sector-industrial\/\"><u>un motor tecnol\u00f3gico para la Industria 4.0 <\/u><\/a>en pr\u00e1cticamente todos los sectores.<\/p>\n\n\n\n<p>S\u00e9 que es dif\u00edcil entender e imaginar los usos concretos que Machine Learning tiene ya y tendr\u00e1 durante los pr\u00f3ximos a\u00f1os. Por eso, en este art\u00edculo te presento ejemplos de aplicaci\u00f3n que ya son una realidad en diferentes sectores.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u00cdndex de continguts<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/#Machine_Learning_en_diversos_sectores\" >Machine Learning en diversos sectores<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/#Industria_40\" >Ind\u00fastria 4.0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/#Energia\" >Energ\u00eda<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/#Finanzas\" >Finanzas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/#Retail_y_Consumo\" >Retail y Consumo<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/#Salud\" >Salud<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/#Gaming\" >Gaming<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Machine_Learning_en_diversos_sectores\"><\/span>Machine Learning en diversos sectores<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h4 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Industria_40\"><\/span>Ind\u00fastria 4.0<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Predicci\u00f3n de fallos y mantenimiento <\/strong>proactivo de maquinaria y equipos de producci\u00f3n. Esto permitir\u00e1 plantear mejor el mantenimiento y prever aver\u00edas antes de que ocurran.<\/li>\n\n\n\n<li><strong>Optimizaci\u00f3n de plantaciones agr\u00edcolas<\/strong> y m\u00e9todos de producci\u00f3n: mejora y aumento de la producci\u00f3n y los procesos de control de calidad.<\/li>\n\n\n\n<li><strong>Coches inteligentes y aut\u00f3nomos:<\/strong> Todo un abanico de opciones, de detecci\u00f3n de fatiga en el conductor hasta el reconocimiento de voz. El objetivo es mejorar la seguridad del conductor y posibilitar el transporte inteligente aut\u00f3nomo.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Energia\"><\/span>Energ\u00eda<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Predicci\u00f3n de la demanda el\u00e9ctrica: <\/strong>Capacidad para poder prever picos de consumo y actuar ante ellos para asegurar el subministro.<\/li>\n\n\n\n<li><strong>Optimizaci\u00f3n de recursos y predicciones de fallos<\/strong> en sistemas el\u00e9ctricos: mejora en tiempo real de todos los sistemas que subministran la energ\u00eda el\u00e9ctrica.<\/li>\n\n\n\n<li><strong>Predicci\u00f3n del precio diario<\/strong> del pool el\u00e9ctrico.<\/li>\n\n\n\n<li><strong>Optimizar la energ\u00eda<\/strong> necesaria para un centro de negocios u otros edificios donde el consumo de electricidad es muy dispar.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Finanzas\"><\/span>Finanzas<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Personalizar productos<\/strong> seg\u00fan el perfil del cliente.<\/li>\n\n\n\n<li><strong>Detecci\u00f3n de operaciones fraudulentas<\/strong>.<\/li>\n\n\n\n<li><strong><em>Scoring<\/em> de clientes<\/strong> para agilizar y mejorar la concesi\u00f3n de cr\u00e9ditos.<\/li>\n\n\n\n<li><strong>Autentificaci\u00f3n segura<\/strong> en aplicaciones m\u00f3viles.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Retail_y_Consumo\"><\/span>Retail y Consumo<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Aprovisionamiento \u00f3ptimo de productos<\/strong> seg\u00fan los perfiles de los clientes.<\/li>\n\n\n\n<li><strong>Fijaci\u00f3n autom\u00e1tica y \u00f3ptima de precios y ofertas, <\/strong>seg\u00fan el tipo de cliente, sus compras anteriores y el tipo de productos que consuma.<\/li>\n\n\n\n<li><strong>Satisfacci\u00f3n de clientes e impacto en redes sociales: <\/strong>podemos saber al momento si se est\u00e1 hablando mal de nuestro producto y qu\u00e9 se dice de la competencia.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Salud\"><\/span>Salud<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Optimizaci\u00f3n de ensayos cl\u00ednico incluyendo selecci\u00f3n de pacientes y probabilidad de \u00e9xito: <\/strong>mejora en la selecci\u00f3n de sujetos para pruebas cl\u00ednicas.<\/li>\n\n\n\n<li><strong>Ayuda en la predicci\u00f3n y diagn\u00f3stico de enfermedades <\/strong>para poder dise\u00f1ar un tratamiento m\u00e1s efectivo.<\/li>\n\n\n\n<li><strong>Optimizaci\u00f3n de recursos m\u00e9dicos en centros hospitalarios: <\/strong>por ejemplo, previsi\u00f3n de altas y gesti\u00f3n de las camas libres.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Gaming\"><\/span>Gaming<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Recomendaci\u00f3n de la m\u00e1quina al jugador,&nbsp;<\/strong>a la hora de darle consejos dentro del juego o realizar compras integradas en \u00e9l.<\/li>\n\n\n\n<li><strong>Estimar la propensi\u00f3n al abandono (churn):&nbsp;<\/strong>prever cuando va a dejar de jugar y los motivos (por ejemplo, la dificultad del juego).<\/li>\n\n\n\n<li><strong>Mantenimiento preventivo de las m\u00e1quinas&nbsp;<\/strong>o servidores que garantizan el funcionamiento del videojuego o aplicaci\u00f3n.<\/li>\n<\/ul>\n\n\n\n<p>Las opciones que nos brinda Machine Learning son pr\u00e1cticamente infinitas\u2026<strong> \u00bfquieres descubrirlas?<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>En pleno 2017, empezamos a vislumbrar usos de la inteligencia artificial que a\u00f1os atr\u00e1s nos hubieran parecido ciencia ficci\u00f3n. Las m\u00e1quinas empiezan a aprender por s\u00ed solas, sin necesidad de programar reglas para casos infinitos. Todo ello es posible gracias a Machine Learning y Deep Learning, que como ya te explicaba en esta otra entrada, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27887,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_uag_custom_page_level_css":"","footnotes":""},"categories":[2,3],"tags":[16],"class_list":["post-27886","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias-zemsania","category-tendencias-it-digital","tag-transformacion-digital"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning: casos de uso verticales - Zemsania Global Group<\/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:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning: casos de uso verticales - Zemsania Global Group\" \/>\n<meta property=\"og:description\" content=\"En pleno 2017, empezamos a vislumbrar usos de la inteligencia artificial que a\u00f1os atr\u00e1s nos hubieran parecido ciencia ficci\u00f3n. Las m\u00e1quinas empiezan a aprender por s\u00ed solas, sin necesidad de programar reglas para casos infinitos. Todo ello es posible gracias a Machine Learning y Deep Learning, que como ya te explicaba en esta otra entrada, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/\" \/>\n<meta property=\"og:site_name\" content=\"Zemsania Global Group\" \/>\n<meta property=\"article:published_time\" content=\"2017-05-02T09:18:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-12-23T10:59:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1100\" \/>\n\t<meta property=\"og:image:height\" content=\"619\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"jmarin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrit per\" \/>\n\t<meta name=\"twitter:data1\" content=\"jmarin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Temps estimat de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuts\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/\"},\"author\":{\"name\":\"jmarin\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#\\\/schema\\\/person\\\/0725e5e5b51900fbf2d344a650e9b75c\"},\"headline\":\"Machine Learning: casos de uso verticales\",\"datePublished\":\"2017-05-02T09:18:39+00:00\",\"dateModified\":\"2022-12-23T10:59:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/\"},\"wordCount\":551,\"publisher\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/wp-content\\\/uploads\\\/2017\\\/05\\\/zemsania-5c-20-_35729808-6.png\",\"keywords\":[\"Transformaci\u00f3n Digital\"],\"articleSection\":[\"Blog\",\"Tendencias IT &amp; Digital\"],\"inLanguage\":\"ca\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/\",\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/\",\"name\":\"Machine Learning: casos de uso verticales - Zemsania Global Group\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/wp-content\\\/uploads\\\/2017\\\/05\\\/zemsania-5c-20-_35729808-6.png\",\"datePublished\":\"2017-05-02T09:18:39+00:00\",\"dateModified\":\"2022-12-23T10:59:47+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/#breadcrumb\"},\"inLanguage\":\"ca\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ca\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/#primaryimage\",\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/wp-content\\\/uploads\\\/2017\\\/05\\\/zemsania-5c-20-_35729808-6.png\",\"contentUrl\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/wp-content\\\/uploads\\\/2017\\\/05\\\/zemsania-5c-20-_35729808-6.png\",\"width\":1100,\"height\":619},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Blog\",\"item\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/category\\\/noticias-zemsania\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Machine Learning: casos de uso verticales\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#website\",\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/\",\"name\":\"Zemsania Global Group\",\"description\":\"Ofrecemos soluciones digitales innovadoras y talento IT especializado, siendo un referente para nuestros clientes y un partner tecnol\u00f3gico de confianza en los diferentes procesos empresariales.\",\"publisher\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#organization\"},\"alternateName\":\"Zemsania\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ca\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#organization\",\"name\":\"Zemsania Global Group\",\"alternateName\":\"Zemsania\",\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ca\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/logo-zemsania-horiz.svg\",\"contentUrl\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/logo-zemsania-horiz.svg\",\"caption\":\"Zemsania Global Group\"},\"image\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/zemsania-global-group\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#\\\/schema\\\/person\\\/0725e5e5b51900fbf2d344a650e9b75c\",\"name\":\"jmarin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ca\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ccd1d1e7c325f45d8d7d291c92a781dc6367e0692ac23375bf9ab738bd2a8eb2?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ccd1d1e7c325f45d8d7d291c92a781dc6367e0692ac23375bf9ab738bd2a8eb2?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ccd1d1e7c325f45d8d7d291c92a781dc6367e0692ac23375bf9ab738bd2a8eb2?s=96&d=mm&r=g\",\"caption\":\"jmarin\"},\"sameAs\":[\"https:\\\/\\\/zemsaniaglobalgroup.com\"],\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/ca\\\/author\\\/jmarin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Machine Learning: casos de uso verticales - Zemsania Global Group","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/","og_locale":"ca_ES","og_type":"article","og_title":"Machine Learning: casos de uso verticales - Zemsania Global Group","og_description":"En pleno 2017, empezamos a vislumbrar usos de la inteligencia artificial que a\u00f1os atr\u00e1s nos hubieran parecido ciencia ficci\u00f3n. Las m\u00e1quinas empiezan a aprender por s\u00ed solas, sin necesidad de programar reglas para casos infinitos. Todo ello es posible gracias a Machine Learning y Deep Learning, que como ya te explicaba en esta otra entrada, [&hellip;]","og_url":"https:\/\/zemsaniaglobalgroup.com\/ca\/machine-learning-casos-uso-verticales\/","og_site_name":"Zemsania Global Group","article_published_time":"2017-05-02T09:18:39+00:00","article_modified_time":"2022-12-23T10:59:47+00:00","og_image":[{"width":1100,"height":619,"url":"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png","type":"image\/png"}],"author":"jmarin","twitter_card":"summary_large_image","twitter_misc":{"Escrit per":"jmarin","Temps estimat de lectura":"3 minuts"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/#article","isPartOf":{"@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/"},"author":{"name":"jmarin","@id":"https:\/\/zemsaniaglobalgroup.com\/#\/schema\/person\/0725e5e5b51900fbf2d344a650e9b75c"},"headline":"Machine Learning: casos de uso verticales","datePublished":"2017-05-02T09:18:39+00:00","dateModified":"2022-12-23T10:59:47+00:00","mainEntityOfPage":{"@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/"},"wordCount":551,"publisher":{"@id":"https:\/\/zemsaniaglobalgroup.com\/#organization"},"image":{"@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/#primaryimage"},"thumbnailUrl":"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png","keywords":["Transformaci\u00f3n Digital"],"articleSection":["Blog","Tendencias IT &amp; Digital"],"inLanguage":"ca"},{"@type":"WebPage","@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/","url":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/","name":"Machine Learning: casos de uso verticales - Zemsania Global Group","isPartOf":{"@id":"https:\/\/zemsaniaglobalgroup.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/#primaryimage"},"image":{"@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/#primaryimage"},"thumbnailUrl":"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png","datePublished":"2017-05-02T09:18:39+00:00","dateModified":"2022-12-23T10:59:47+00:00","breadcrumb":{"@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/#breadcrumb"},"inLanguage":"ca","potentialAction":[{"@type":"ReadAction","target":["https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/"]}]},{"@type":"ImageObject","inLanguage":"ca","@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/#primaryimage","url":"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png","contentUrl":"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png","width":1100,"height":619},{"@type":"BreadcrumbList","@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/zemsaniaglobalgroup.com\/"},{"@type":"ListItem","position":2,"name":"Blog","item":"https:\/\/zemsaniaglobalgroup.com\/category\/noticias-zemsania\/"},{"@type":"ListItem","position":3,"name":"Machine Learning: casos de uso verticales"}]},{"@type":"WebSite","@id":"https:\/\/zemsaniaglobalgroup.com\/#website","url":"https:\/\/zemsaniaglobalgroup.com\/","name":"Zemsania Global Group","description":"Oferim solucions digitals innovadores i talent IT especialitzat, essent un referent pels nostres clients i un partner tecnol\u00f2gic de confian\u00e7a en els diferents processos empresarials.","publisher":{"@id":"https:\/\/zemsaniaglobalgroup.com\/#organization"},"alternateName":"Zemsania","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/zemsaniaglobalgroup.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ca"},{"@type":"Organization","@id":"https:\/\/zemsaniaglobalgroup.com\/#organization","name":"Zemsania Global Group","alternateName":"Zemsania","url":"https:\/\/zemsaniaglobalgroup.com\/","logo":{"@type":"ImageObject","inLanguage":"ca","@id":"https:\/\/zemsaniaglobalgroup.com\/#\/schema\/logo\/image\/","url":"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2024\/04\/logo-zemsania-horiz.svg","contentUrl":"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2024\/04\/logo-zemsania-horiz.svg","caption":"Zemsania Global Group"},"image":{"@id":"https:\/\/zemsaniaglobalgroup.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/zemsania-global-group"]},{"@type":"Person","@id":"https:\/\/zemsaniaglobalgroup.com\/#\/schema\/person\/0725e5e5b51900fbf2d344a650e9b75c","name":"jmarin","image":{"@type":"ImageObject","inLanguage":"ca","@id":"https:\/\/secure.gravatar.com\/avatar\/ccd1d1e7c325f45d8d7d291c92a781dc6367e0692ac23375bf9ab738bd2a8eb2?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/ccd1d1e7c325f45d8d7d291c92a781dc6367e0692ac23375bf9ab738bd2a8eb2?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ccd1d1e7c325f45d8d7d291c92a781dc6367e0692ac23375bf9ab738bd2a8eb2?s=96&d=mm&r=g","caption":"jmarin"},"sameAs":["https:\/\/zemsaniaglobalgroup.com"],"url":"https:\/\/zemsaniaglobalgroup.com\/ca\/author\/jmarin\/"}]}},"uagb_featured_image_src":{"full":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png",1100,619,false],"thumbnail":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6-150x150.png",150,150,true],"medium":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6-300x169.png",300,169,true],"medium_large":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6-768x432.png",768,432,true],"large":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6-1024x576.png",1024,576,true],"1536x1536":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png",1100,619,false],"2048x2048":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png",1100,619,false],"trp-custom-language-flag":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png",18,10,false],"cover":["https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/05\/zemsania-5c-20-_35729808-6.png",817,460,false]},"uagb_author_info":{"display_name":"jmarin","author_link":"https:\/\/zemsaniaglobalgroup.com\/ca\/author\/jmarin\/"},"uagb_comment_info":0,"uagb_excerpt":"En pleno 2017, empezamos a vislumbrar usos de la inteligencia artificial que a\u00f1os atr\u00e1s nos hubieran parecido ciencia ficci\u00f3n. Las m\u00e1quinas empiezan a aprender por s\u00ed solas, sin necesidad de programar reglas para casos infinitos. Todo ello es posible gracias a Machine Learning y Deep Learning, que como ya te explicaba en esta otra entrada,&hellip;","_links":{"self":[{"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/posts\/27886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/comments?post=27886"}],"version-history":[{"count":0,"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/posts\/27886\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/media\/27887"}],"wp:attachment":[{"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/media?parent=27886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/categories?post=27886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/ca\/wp-json\/wp\/v2\/tags?post=27886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}