{"id":27845,"date":"2017-08-13T09:00:27","date_gmt":"2017-08-13T09:00:27","guid":{"rendered":"http:\/\/www.zemsania.com\/?p=16546"},"modified":"2022-12-23T10:59:44","modified_gmt":"2022-12-23T10:59:44","slug":"machine-learning-horizontal-use-cases","status":"publish","type":"post","link":"https:\/\/zemsaniaglobalgroup.com\/en\/machine-learning-casos-uso-horizontales\/","title":{"rendered":"Machine Learning: Horizontal Use Cases"},"content":{"rendered":"<p>Surely you have already heard about Machine Learning and Deep Learning, right? These are two technologies that go hand in hand and will allow the development of complex automated systems that can make decisions on their own and learn from them. In a previous article, I told you about some vertical use cases of these technologies, but today I present you some horizontal use cases. Discover them!<\/p>\n\n\n\n<p class=\"has-ast-global-color-0-color has-text-color has-medium-font-size\"><strong>Customer analytics<\/strong><\/p>\n\n\n\n<p>The use of Machine Learning in this field will allow us to learn more about the customer and the reasons that push him to consume (or not) our product.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Analytics and Customer Acquisition<\/strong> outpost.<\/li>\n\n\n\n<li><strong>Portfolio management<\/strong> of products\/services tailored to the customer.<\/li>\n\n\n\n<li><strong>Loss of customers<\/strong>we will be able to reduce the <em>churn rate&nbsp;<\/em>or service cancellation fee.<\/li>\n\n\n\n<li><strong>Loyalty management:<\/strong> why has my customer gone to a competitor?<\/li>\n<\/ul>\n\n\n\n<p class=\"has-ast-global-color-0-color has-text-color has-medium-font-size\"><strong>Marketing analytics<\/strong><\/p>\n\n\n\n<p>Marketing departments will also take advantage of Machine Learning to fine-tune campaigns.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Recommendation of products or services to customers<\/strong><\/li>\n\n\n\n<li><strong>Analysis of promotions<\/strong><\/li>\n\n\n\n<li><strong>Product and performance analysis<\/strong><\/li>\n\n\n\n<li><strong>Consumer sentiment analysis<\/strong><\/li>\n\n\n\n<li><strong>Brand reputation analysis<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"has-ast-global-color-0-color has-text-color has-medium-font-size\"><strong>Operational efficiency<\/strong><\/p>\n\n\n\n<p>The following uses are particularly useful for sectors such as banking, <strong>where safety and customer service are already two areas of concern<\/strong>. The digital transformation of banking involves adopting technologies such as Machine Learning.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Fraud Detection and Prevention<\/strong><\/li>\n\n\n\n<li><strong>Prevention of money laundering<\/strong><\/li>\n\n\n\n<li><strong>Cluster analysis<\/strong><\/li>\n\n\n\n<li><strong>Instant object recognition<\/strong><\/li>\n\n\n\n<li><strong>Mobile intelligence<\/strong><\/li>\n\n\n\n<li><strong>Facial recognition<\/strong><\/li>\n\n\n\n<li><strong>Voice recognition<\/strong><\/li>\n<\/ul>\n\n\n\n<p>The detection of patterns that it allows and the ability to develop success rates will be new parameters that will influence business decision making. Although in this article I have shown you some horizontal uses, there is nothing written about Machine Learning that limits its use, therefore, you can create as many uses as your imagination can create, as long as you have enough data to make it work.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-ast-global-color-0-color has-text-color has-medium-font-size\"><strong><em>At Zemsania Group we provide the best and most innovative technologies for the digital transformation of your company.<\/em><\/strong><\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>Seguro que ya has o\u00eddo hablar de Machine Learning y Deep Learning, \u00bfno? Se trata de dos tecnolog\u00edas que van de la mano y que permitir\u00e1n en desarrollo de complejos sistemas automatizados que podr\u00e1n tomar decisiones por s\u00ed solos y aprender de ellos. En un art\u00edculo anterior, te comentaba algunos casos de uso verticales de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27846,"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":[5],"class_list":["post-27845","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias-zemsania","category-tendencias-it-digital","tag-industria-4-0"],"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 horizontales - 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-horizontal-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 horizontales - Zemsania Global Group\" \/>\n<meta property=\"og:description\" content=\"Seguro que ya has o\u00eddo hablar de Machine Learning y Deep Learning, \u00bfno? Se trata de dos tecnolog\u00edas que van de la mano y que permitir\u00e1n en desarrollo de complejos sistemas automatizados que podr\u00e1n tomar decisiones por s\u00ed solos y aprender de ellos. En un art\u00edculo anterior, te comentaba algunos casos de uso verticales de [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zemsaniaglobalgroup.com\/en\/machine-learning-horizontal-use-cases\/\" \/>\n<meta property=\"og:site_name\" content=\"Zemsania Global Group\" \/>\n<meta property=\"article:published_time\" content=\"2017-08-13T09:00:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-12-23T10:59:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/zemsaniaglobalgroup.com\/wp-content\/uploads\/2017\/08\/plantilla-5c-20_35608370.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=\"2 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-horizontales\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-horizontales\\\/\"},\"author\":{\"name\":\"jmarin\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#\\\/schema\\\/person\\\/0725e5e5b51900fbf2d344a650e9b75c\"},\"headline\":\"Machine Learning: Casos de uso horizontales\",\"datePublished\":\"2017-08-13T09:00:27+00:00\",\"dateModified\":\"2022-12-23T10:59:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-horizontales\\\/\"},\"wordCount\":392,\"publisher\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-horizontales\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/plantilla-5c-20_35608370.png\",\"keywords\":[\"Industria 4.0\"],\"articleSection\":[\"Blog\",\"Tendencias IT &amp; Digital\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-horizontales\\\/\",\"url\":\"https:\\\/\\\/zemsaniaglobalgroup.com\\\/machine-learning-casos-uso-horizontales\\\/\",\"name\":\"Machine Learning: Casos de uso horizontales - 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