{"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-vertical-use-cases","status":"publish","type":"post","link":"https:\/\/zemsaniaglobalgroup.com\/en\/machine-learning-casos-uso-verticales\/","title":{"rendered":"Machine Learning: vertical use cases"},"content":{"rendered":"<p>In the middle of 2017, we are beginning to glimpse uses of artificial intelligence that years ago would have seemed like science fiction. Machines are beginning to learn on their own, without the need to program rules for infinite cases. All this is possible thanks to <strong>Machine Learning and Deep Learning<\/strong>, which, as I explained in this other post, it will be <a href=\"https:\/\/zemsaniaglobalgroup.com\/en\/ia-artificial-intelligence-machine-learning-industrial-sector\/\"><u>a technology driver for Industry 4.0 <\/u><\/a>in virtually all sectors.<\/p>\n\n\n\n<p>I know it is difficult to understand and imagine the concrete uses that Machine Learning already has and will have in the coming years. That is why, in this article I present examples of applications that are already a reality in different sectors.<\/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\">Table of Contents<\/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 Contents\"><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\/en\/machine-learning-casos-uso-verticales\/#Machine_Learning_en_diversos_sectores\" >Machine Learning in various sectors<\/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\/en\/machine-learning-casos-uso-verticales\/#Industria_40\" >Industry 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\/en\/machine-learning-casos-uso-verticales\/#Energia\" >Energy<\/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\/en\/machine-learning-casos-uso-verticales\/#Finanzas\" >Finance<\/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\/en\/machine-learning-casos-uso-verticales\/#Retail_y_Consumo\" >Retail and Consumer<\/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\/en\/machine-learning-casos-uso-verticales\/#Salud\" >Health<\/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\/en\/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 in various sectors<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>Industry 4.0<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Failure prediction and maintenance <\/strong>proactive maintenance of machinery and production equipment. This will allow to better plan maintenance and anticipate breakdowns before they occur.<\/li>\n\n\n\n<li><strong>Optimization of agricultural plantations<\/strong> and production methods: improvement and enhancement of production and quality control processes.<\/li>\n\n\n\n<li><strong>Intelligent and autonomous cars:<\/strong> A whole range of options, from driver fatigue detection to voice recognition. The goal is to improve driver safety and enable autonomous intelligent transportation.<\/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>Energy<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Electricity demand forecasting: <\/strong>Ability to foresee consumption peaks and act upon them to ensure under-supply.<\/li>\n\n\n\n<li><strong>Resource optimization and failure prediction<\/strong> in electrical systems: real-time improvement of all systems that supply electrical energy.<\/li>\n\n\n\n<li><strong>Daily price forecast<\/strong> of the electric pool.<\/li>\n\n\n\n<li><strong>Optimizing energy<\/strong> necessary for a business center or other buildings where electricity consumption is very uneven.<\/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>Finance<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Customize products<\/strong> according to the customer's profile.<\/li>\n\n\n\n<li><strong>Detection of fraudulent transactions<\/strong>.<\/li>\n\n\n\n<li><strong><em>Scoring<\/em> of customers<\/strong> to speed up and improve the granting of credit.<\/li>\n\n\n\n<li><strong>Secure authentication<\/strong> in mobile applications.<\/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 and Consumer<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Optimal product sourcing<\/strong> according to customer profiles.<\/li>\n\n\n\n<li><strong>Automatic and optimal pricing and bidding, <\/strong>according to the type of customer, their previous purchases and the type of products they consume.<\/li>\n\n\n\n<li><strong>Customer satisfaction and impact on social networks: <\/strong>we can instantly know if our product is being badmouthed and what is being said about our competitors.<\/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>Health<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Optimization of clinical trials including patient selection and probability of success: <\/strong>improvement in the selection of subjects for clinical trials.<\/li>\n\n\n\n<li><strong>Helps in the prediction and diagnosis of diseases <\/strong>in order to design a more effective treatment.<\/li>\n\n\n\n<li><strong>Optimization of medical resources in hospital centers: <\/strong>e.g., discharge forecasting and management of free beds.<\/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>Machine recommendation to the player,&nbsp;<\/strong>when it comes to giving in-game tips or making in-game purchases.<\/li>\n\n\n\n<li><strong>Estimate the propensity to churn:&nbsp;<\/strong>predict when you are going to stop playing and the reasons (e.g., the difficulty of the game).<\/li>\n\n\n\n<li><strong>Preventive maintenance of machines&nbsp;<\/strong>or servers that guarantee the operation of the video game or application.<\/li>\n<\/ul>\n\n\n\n<p>The options offered by Machine Learning are practically infinite...<strong> Do you want to discover them?<\/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\/en\/machine-learning-vertical-use-cases\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\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\/en\/machine-learning-vertical-use-cases\/\" \/>\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=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"jmarin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\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\":\"en-US\"},{\"@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\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-verticales\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@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\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#organization\",\"name\":\"Zemsania Global Group\",\"alternateName\":\"Zemsania\",\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@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\":\"en-US\",\"@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\\\/en\\\/author\\\/jmarin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Machine Learning: vertical use cases - 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\/en\/machine-learning-vertical-use-cases\/","og_locale":"en_US","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\/en\/machine-learning-vertical-use-cases\/","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":{"Written by":"jmarin","Est. reading time":"3 minutes"},"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":"en-US"},{"@type":"WebPage","@id":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/","url":"https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/","name":"Machine Learning: vertical use cases - 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":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/zemsaniaglobalgroup.com\/machine-learning-casos-uso-verticales\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@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":"We offer innovative digital solutions and specialized IT talent, being a reference for our customers and a trusted technology partner in different business processes.","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":"en-US"},{"@type":"Organization","@id":"https:\/\/zemsaniaglobalgroup.com\/#organization","name":"Zemsania Global Group","alternateName":"Zemsania","url":"https:\/\/zemsaniaglobalgroup.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@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":"en-US","@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\/en\/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\/en\/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\/en\/wp-json\/wp\/v2\/posts\/27886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/comments?post=27886"}],"version-history":[{"count":0,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/posts\/27886\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/media\/27887"}],"wp:attachment":[{"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/media?parent=27886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/categories?post=27886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/tags?post=27886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}