{"id":3929,"date":"2018-04-10T16:51:57","date_gmt":"2018-04-10T20:51:57","guid":{"rendered":"https:\/\/www.sage.com\/en-us\/blog\/?post_type=sage_glossary&#038;p=3929"},"modified":"2026-02-16T06:19:00","modified_gmt":"2026-02-16T11:19:00","slug":"what-is-machine-learning","status":"publish","type":"sage_glossary","link":"https:\/\/www.sage.com\/en-us\/blog\/glossary\/what-is-machine-learning\/","title":{"rendered":"What is machine learning?"},"content":{"rendered":"<header class=\"entry-header has-dark-background-color entry-header--has-illustration entry-header--has-illustration--generic\">\n\t<div class=\"container\">\n\t\t<div class=\"entry-header__row row align-center\">\n\t\t\t<div class=\"col col-lg-7 col-xlg-6 entry-header__content\">\n\t\t\t\t\t\t\t<div class=\"component component-single-header\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"entry-header__misc text--subtitle text--uppercase text--small\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/en-us\/blog\/glossary\/\" class=\"entry-header__link\">Glossary definition<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"entry-title-wrapper\">\n\t\t\t\t\t<h1 class=\"entry-title\">\n\t\t\t\t\t\tWhat is machine learning?\t\t\t\t\t<\/h1>\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n\t\t<div class=\"single-post-details container\">\n\t\t<div class=\"col\">\n\t\t\t<span class=\"reading-time\"> min read<\/span>\n\t\t<button\n\t\t\ttype=\"button\"\n\t\t\tclass=\"social-share-button button button--icon button--secondary js-social-share-button\"\n\t\t\tdata-share-title=\"What is machine learning?\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/en-us\/blog\/glossary\/what-is-machine-learning\/\"\n\t\t\tdata-share-text=\"Please read this interesting article\"\n\t\t>\n\t\t\t<span class=\"social-share-button__share-label\">Share<\/span>\n\t\t\t<span class=\"social-share-button__copy-label\" hidden>Copy Link<\/span>\n\t\t\t<span class=\"social-share-button__copy-tooltip\" aria-hidden=\"true\" hidden>Copied<\/span>\n\t\t<\/button>\n\n\t\t\t\t<\/div>\n\t<\/div>\n\t<\/header>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning\">Machine learning<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A type of Artificial Intelligence (AI), machine learning allows systems to learn and improve through experience, without needing to be explicitly programmed. Machine learning means that computers can handle new experiences through analysis, self-training, observation, and experience. This could include exposure to new scenarios the self-testing how it adapts. The primary purpose of machine learning is to allow the computers to learn automatically without human intervention or assistance through complex algorithms so that massive amounts of data can be analyzed.<\/p>\n\n\n<div class=\"single-cta\">\n\t<div class=\"single-cta__positioner on-scroll-highlight__target\">\n\t\t<div class=\"single-cta__wrapper has-dark-background-color\">\n\t\t\t<div class=\"single-cta__content\">\n\t\t\t\t\t\t\t\t<h2 class=\"single-cta__title h3\">Subscribe to our Sage Advice Newsletter<\/h2>\n\n\t\t\t\t\t\t\t\t\t<div class=\"single-cta__description\">\n\t\t\t\t\t\t<p>Get our latest business advice delivered directly to your inbox.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"#gate-ab515c6e-7e90-4c2f-a67e-113872516e8b\"\n\t\t\t\t\t\tclass=\"single-cta__button button button--primary\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t>Subscribe<\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<img decoding=\"async\" width=\"1440\" height=\"810\" src=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-1073797282-1440x810.jpg\" class=\"single-cta__image\" alt=\"Working from home with tea in hand\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-1073797282-1440x810.jpg 1440w\" sizes=\"auto, (min-width: 48em) 33vw, 100vw\" \/>\t\t\t<\/div>\n<\/div>\n\n<section class=\"more-topics alignfull has-grey-light-background-color wp-block-sage-post-topics\">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col col-12 col-lg-4\">\n\t\t\t\t<h3 class=\"more-topics__title h2\">Browse more topics from this term<\/h3>\n\t\t\t<\/div>\n\t\t\t<div class=\"col col-12 col-lg-8\">\n\t\t\t\t<ul class=\"post-tags__list\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/en-us\/blog\/hub\/artificial-intelligence\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tArtificial Intelligence\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n<div class=\"alignfull wp-block-sage-related-posts\">\n\t<section class=\"related-posts card-grid has-dark-background-color\">\n\t<div class=\"container\">\n\t\t\t\t\t<div class=\"row\">\n\t\t\t\t<div class=\"col\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--featured h1\">Explore more wisdom<\/h2>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"row related-posts__featured\">\n\t\t\t\t<div class=\"col card-grid__item\">\n\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-0 post-29310 post type-post status-publish format-standard has-post-thumbnail hentry category-strategy-legal-operations category-technology-innovation tag-artificial-intelligence tag-automation tag-boss-your-business tag-cash-flow tag-cloud-financial-management tag-sage-accounting business_type-small-business business_type-growing-business card-post--is-clickable\"\n>\n\t<div class=\"card-post__media-wrapper\">\n\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1215\" height=\"810\" src=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1190223207-1215x810.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1190223207-684x384.jpg 684w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1190223207-768x512.jpg 768w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1190223207-1215x810.jpg 1215w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"card-post__content\">\n\t\t\t\t\t<div class=\"card-post__label\">Recommended<\/div>\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-06-10T12:23:35-04:00\">June 10, 2026<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">12 min read<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h3\">\n\t\t\t\t\t\t\t<a\n\t\t\t\t\tclass=\"card-post__title-link\"\n\t\t\t\t\thref=\"https:\/\/www.sage.com\/en-us\/blog\/order-to-cash-process-otc-o2c\/\"\n\t\t\t\t>\n\t\t\t\n\t\t\tWhat is the Order to Cash process?\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\n\t\t\n\t\t\t\t\t<p class=\"card-post__description\">\n\t\t\t\tIf you manage business finances or operations, the order to cash process shapes how quickly you invoice, collect payment, and convert revenue into working capital. Learn the key steps, KPIs, and how to improve your O2C cycle with automation.\t\t\t<\/p>\n\t\t\n\t\t\t<\/div>\n\n\t<\/article>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"row related-posts__non-featured\">\n\t\t\t\t<div class=\"col col-12\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--more h4\">More on this Topic<\/h2>\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-1 post-33264 post type-post status-publish format-standard has-post-thumbnail hentry category-technology-innovation category-trends-insights tag-artificial-intelligence business_type-growing-business\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-us\/blog\/why-partnership-is-sages-superpower-in-the-age-of-ai\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media card-post__media--video\">\n\t\t\t\t\t\t\t<img 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\/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2025-07-16T04:35:07-04:00\">July 16, 2025<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">8 min read<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tAgentic AI explained: A smarter future for high-performing finance teams\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-4 post-31557 post type-post status-publish format-standard has-post-thumbnail hentry category-technology-innovation tag-artificial-intelligence tag-automation tag-cfo tag-digital-transformation tag-technology business_type-growing-business\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-us\/blog\/the-three-big-issues-keeping-cfos-up-at-night-and-how-to-solve-them\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1457297900-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1457297900-684x384.jpg 684w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1457297900-768x512.jpg 768w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1457297900-1215x810.jpg 1215w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2025-07-11T09:10:10-04:00\">July 11, 2025<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">4 min read<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tThe three big issues keeping CFOs up at night\u2014and how to solve them\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning A type of Artificial Intelligence (AI), machine learning allows systems to learn and improve through experience, without needing to be explicitly programmed. Machine learning means that computers can handle new experiences through analysis, self-training, observation, and experience. This could include exposure to new scenarios the self-testing how it adapts. The primary purpose of [&hellip;]<\/p>\n","protected":false},"author":102,"featured_media":0,"template":"","meta":{"_sage_video":false,"footnotes":""},"tags":[145],"class_list":["post-3929","sage_glossary","type-sage_glossary","status-publish","hentry","tag-artificial-intelligence"],"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Sage Advice US","distributor_original_site_url":"https:\/\/www.sage.com\/en-us\/blog","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/sage_glossary\/3929","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/sage_glossary"}],"about":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/types\/sage_glossary"}],"author":[{"embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/users\/102"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/sage_glossary\/3929\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/media?parent=3929"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/tags?post=3929"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}