{"id":5962,"date":"2018-11-22T10:00:36","date_gmt":"2018-11-22T09:00:36","guid":{"rendered":"https:\/\/paynopain.com\/what-is-machine-learning-how-does-it-work-and-what-is-it-used-for\/"},"modified":"2025-11-14T09:57:12","modified_gmt":"2025-11-14T08:57:12","slug":"what-is-machine-learning-how-does-it-work-and-what-is-it-used-for","status":"publish","type":"post","link":"https:\/\/paynopain.com\/en\/blog\/what-is-machine-learning-how-does-it-work-and-what-is-it-used-for\/","title":{"rendered":"What is machine learning, how does it work and what is it used for"},"content":{"rendered":"<p>&nbsp;<\/p>\n<h4 style=\"text-align: right;\" align=\"justify\">Expert post<\/h4>\n<p style=\"text-align: right;\" align=\"justify\"><strong>H\u00e9ctor Vicente Moya, Project Manager at PaynoPain<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p align=\"justify\"><span style=\"font-weight: 400;\">We have mentioned in more than one occasion that our <a href=\"http:\/\/paylands.com\/\"><strong>payment gateway (Paylands)<\/strong><\/a> uses artificial intelligence like\u00a0<strong>machine learning technology<\/strong> in its anti-fraud system so that it can &#8220;learn&#8221; and be increasingly effective. But what does this mean and <strong>how does this technology work<\/strong>? Learn about it on this week&#8217;s expert post, a contribution more technical than usual for those who wish to better understand this fascinating and current concept.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_machine_learning\"><\/span><b>What is machine learning?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p align=\"justify\"><span style=\"font-weight: 400;\">Machine learning provides the technical basis of data mining. It is used to <strong>extract information from large amounts of data<\/strong>, expressing it in an understandable way so it can be made use of for a variety of purposes.<\/span><\/p>\n<p align=\"justify\"><span style=\"font-weight: 400;\">This means the machine learning process consists on <strong>finding and describing structural patterns in data<\/strong>. This way we can draw conclusions that would otherwise be impossible to obtain through regular data analysis.<\/span><\/p>\n<p align=\"justify\"><span style=\"font-weight: 400;\">Additionally, <strong>machine learning uses computational methods to &#8220;learn&#8221; from the data<\/strong>, giving increasingly accurate results. The rate of learning and its ability to do so at all is determined by the type of machine learning. It is even possible to process data without providing a model to follow.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Machine_learning_how_it_works_and_what_is_it_used_for\"><\/span><b>Machine learning: how it works and what is it used for<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">There are <strong>two different types of machine learning<\/strong>:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>Supervised learning<\/strong>: finds patterns and develops predictive models using both input and output data. There are two types: classification and regression.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>Unsupervised learning<\/strong>: finds patterns based only on input data. This technique is useful when you aren\u2019t sure what to look for. It is used mainly for the analysis of raw data.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Some of the most<strong> common applications of machine learning<\/strong> with which we interact every day are:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Virtual personal assistants (Cortana, Siri, Bixby, Google)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Weather forecasts for next week<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">&#8220;Win predictor&#8221; for sports (shows who has the best chance of winning)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Medical diagnostics<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Predictive searches in Google<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Custom ads<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Security and anti-fraud systems (like the one we use in Paylands)<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p align=\"justify\"><span style=\"font-weight: 400;\">The results of some of these applications are more obvious to users than others. For example, surely most of us will have noticed predictive searches on Google or personalized ads, and have used a virtual personal assistant. Sometimes we can even feel that our applications know everything about us, because that is how automatic learning works, showing that, by collecting our daily data, it can predict any of our behavioural patterns and, in this way, ease our daily tasks.<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Expert post H\u00e9ctor Vicente Moya, Project Manager at PaynoPain &nbsp; We have mentioned in more than one occasion that our payment gateway (Paylands) uses artificial intelligence like\u00a0machine learning technology in its anti-fraud system so that it can &#8220;learn&#8221; and be increasingly effective. But what does this mean and how does this technology work? Learn [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":4548,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[76],"tags":[],"class_list":["post-5962","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What is machine learning, how does it work and what is it used for - PaynoPain<\/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:\/\/paynopain.com\/en\/blog\/what-is-machine-learning-how-does-it-work-and-what-is-it-used-for\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is machine learning, how does it work and what is it used for - PaynoPain\" \/>\n<meta property=\"og:description\" content=\"&nbsp; Expert post H\u00e9ctor Vicente Moya, Project Manager at PaynoPain &nbsp; We have mentioned in more than one occasion that our payment gateway (Paylands) uses artificial intelligence like\u00a0machine learning technology in its anti-fraud system so that it can &#8220;learn&#8221; and be increasingly effective. 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