{"id":27746,"date":"2018-11-13T08:54:13","date_gmt":"2018-11-13T08:54:13","guid":{"rendered":"http:\/\/www.zemsania.com\/?p=18656"},"modified":"2022-12-23T09:55:20","modified_gmt":"2022-12-23T09:55:20","slug":"machine-learning-in-the-enterprise-2","status":"publish","type":"post","link":"https:\/\/zemsaniaglobalgroup.com\/en\/machine-learning-en-la-empresa-2\/","title":{"rendered":"Benefits of applying Machine learning in the company"},"content":{"rendered":"<p>Surely you are familiar with the concept of \u2018<strong>Machine Learning<\/strong>\u2018. This technology is totally linked to Artificial Intelligence and is currently very fashionable. However, not everyone is aware of the advantages of this technology. <strong>integrate Machine Learning in the company.<\/strong> If you want to know how it can help you in your professional routine, read on!<\/p>\n\n\n\n<p>The term Machine Learning refers to automatic machine learning. Tools with this feature develop solutions to evolve and learn from the data they work with. In this way, many processes are automated without even needing human intervention. Basically, this solution automates the generation of analytical models for the study of data.<\/p>\n\n\n\n<p>At Zemsania we are specialists in IT services and solutions and we offer personalized assistance.<\/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-en-la-empresa-2\/#Ventajas_de_aplicar_Machine_Learning_en_la_empresa\" >Advantages of applying Machine Learning in the company<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/zemsaniaglobalgroup.com\/en\/machine-learning-en-la-empresa-2\/#Tipos_de_Machine_Learning\" >Types of Machine Learning<\/a><\/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=\"Ventajas_de_aplicar_Machine_Learning_en_la_empresa\"><\/span>Advantages of applying Machine Learning in the company<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>If you want to be one of those professionals who work with Machine Learning in the company, you have to know the advantages of this technology:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Better customer service<\/strong>. Machine Learning makes it possible to analyze customer preferences in order to offer personalized products automatically. In this way, their perception of the company improves and loyalty is enhanced.<\/li>\n\n\n\n<li><strong>Reduction of errors<\/strong>. The automatic learning of the management systems applied in the organization helps to ensure that the mistakes made are not repeated. The longer it has been integrated into the system, the more robust it will be.<\/li>\n\n\n\n<li><strong>Preventive actions<\/strong>. In relation to the previous point, machine learning tools allow us to prevent errors. AI itself discards the most risky actions and those that could jeopardize the development of our product or service.<\/li>\n\n\n\n<li><strong>Cybersecurity<\/strong>. This technology allows machines to keep up to date with cyberattacks. Considering that most malware uses similar code, machine learning can easily prevent attacks from recurring.<\/li>\n\n\n\n<li><strong>Fraud detection<\/strong>. Artificial Intelligence can easily detect which transactions are legitimate and which are not if we assign a pattern to these monetary movements.<\/li>\n\n\n\n<li><strong>Process automation<\/strong>. The automation of routines or mechanical tasks that do not add value is a recurring element in the lists of benefits related to Artificial Intelligence. Thanks to Machine Learning, the machine will know which processes to handle and, over time, will refine them and even expand the number of tasks to be performed.<\/li>\n<\/ul>\n\n\n\n<p>Americans have been applying Machine Learning in the enterprise for the longest time. According to MIT, 50% of U.S. organizations use this technology to facilitate data analysis and obtain more and better insights. 46% are interested in the competitive advantages of Machine Learning, 45% say they want to increase the speed of data collection thanks to this tool and 44% want to boost R&amp;D to offer innovative products and services.<\/p>\n\n\n\n<h3 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tipos_de_Machine_Learning\"><\/span>Types of Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>There are three types of Machine Learning depending on the level of supervision they require:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Supervised Learning<\/strong>. As the name implies, these are Artificial Intelligences that need some human control. In these cases, the Data Scientist establishes what type of data must be related to certain specific elements so that the machine can do the rest of the work. The professional must be in charge of introducing the inputs and outputs so that the technology can find patterns in the information.<\/li>\n\n\n\n<li><strong>Unsupervised Learning<\/strong>. In these cases, the data is not pre-labeled and the AI has much more autonomy. It is the machine that must find the relationship and structure of the information. A higher density of information is obtained, but the sample is much larger, so the Data Scientist will be in charge of filtering it later on.<\/li>\n\n\n\n<li><strong>Reinforcement Learning<\/strong>. This system is very different from the two previous ones. Basically, it works with a \u00abreward\u00bb system. When the machine gets its operations right, it is given a positive stimulus and if it fails, it is given a negative one. Thus, by trial and error, the machine generates patterns and learns by itself what is the best way to proceed according to the needs of the organization.<\/li>\n<\/ul>\n\n\n\n<p>After seeing the advantages of this tool, we can say that the investment required to have the <strong>Machine Learning in the enterprise<\/strong> can be extremely cost-effective. However, the capabilities and budget of the organization must be taken into account, as it is an expensive and complex technology.<\/p>","protected":false},"excerpt":{"rendered":"<p>Seguro que te suena el concepto de &#8216;Machine Learning&#8216;. Esta tecnolog\u00eda est\u00e1 totalmente vinculada con la Inteligencia Artificial y actualmente est\u00e1 muy de moda. Sin embargo, no todo el mundo conoce las ventajas que supone integrar Machine Learning en la empresa. Si quieres saber c\u00f3mo puede ayudarte en tu rutina profesional, \u00a1sigue leyendo! El t\u00e9rmino [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27747,"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":[102],"class_list":["post-27746","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias-zemsania","category-tendencias-it-digital","tag-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qu\u00e9 puede hacer Machine Learning por tu empresa - Zemsania<\/title>\n<meta name=\"description\" content=\"La integraci\u00f3n de la tecnolog\u00eda Machine Learning en la empresa puede aportar grandes beneficios, ya que se retraolimenta constantemente en varios sentidos.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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que te suena el concepto de &#8216;Machine Learning&#8216;. Esta tecnolog\u00eda est\u00e1 totalmente vinculada con la Inteligencia Artificial y actualmente est\u00e1 muy de moda. Sin embargo, no todo el mundo conoce las ventajas que supone integrar Machine Learning en la empresa. Si quieres saber c\u00f3mo puede ayudarte en tu rutina profesional, \u00a1sigue leyendo! El t\u00e9rmino&hellip;","_links":{"self":[{"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/posts\/27746","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=27746"}],"version-history":[{"count":0,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/posts\/27746\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/media\/27747"}],"wp:attachment":[{"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/media?parent=27746"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/categories?post=27746"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zemsaniaglobalgroup.com\/en\/wp-json\/wp\/v2\/tags?post=27746"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}