{"id":4963,"date":"2021-12-26T12:47:54","date_gmt":"2021-12-26T12:47:54","guid":{"rendered":"http:https:\/\/www.teachmint.com\/glossary\/?p=4963"},"modified":"2022-11-16T09:53:07","modified_gmt":"2022-11-16T09:53:07","slug":"supervised-learning","status":"publish","type":"post","link":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/","title":{"rendered":"Supervised Learning"},"content":{"rendered":"\n<p>In such kind of learning, there is a presence of a supervisor who is also an instructor.\u00a0It is often known as supervised machine<a href=\"http:https:\/\/www.teachmint.com\/glossary\/d\/difference-between-osmosis-and-diffusion\/\"> learning, i<\/a>s artificial intelligence and machine learning subcategory. Its use of labeled datasets to train algorithms that accurately classify data or predict outcomes defines it. <\/p>\n\n\n\n<p><em>Understand and digitize school operations with Teachmint and its features like the <a href=\"https:\/\/www.teachmint.com\/features\/homework\">homework app<\/a> for efficient school management.<\/em><\/p>\n\n\n\n<p>Organizations can use this learning to tackle a range of real-world problems at scale, such as spam classification in a distinct folder from your email. Today, the most prevalent sub-branch of machine learning is supervised learning. The majority of new machine learning practitioners start with this type of learning algorithm. As a result, the first of three posts in this series will focus on supervised learning. Machine learning algorithms that are supervised are designed to learn by doing. <\/p>\n\n\n\n<p>Read the <a href=\"https:\/\/blog.teachmint.com\/btc-vs-bed-a-complete-guide\/\">evaluation methodologies <\/a>and outcomes. Also, read everything about the <a href=\"http:https:\/\/www.teachmint.com\/glossary\/educational-terms\/T\/tet\">Teachers&#8217; Eligibility Test<\/a>.<\/p>\n\n\n\n<p>The term &#8220;supervised&#8221; refers to the idea that training such an algorithm is similar to having a <a href=\"https:\/\/blog.teachmint.com\/5-tips-on-how-to-study-smart\/\">teacher<\/a> oversee the entire process. The training data for this system will consist of inputs that are coupled with the proper outputs. The algorithm will look for patterns in the data that correlate with the intended outputs during training.\u00a0Following training, this learning algorithm will take in fresh unknown inputs and, using earlier training data, determine which label the new inputs will be classed as. The model&#8217;s goal is to anticipate the correct label for freshly provided data.<\/p>\n\n\n\n<p><em>Know more about <a href=\"https:\/\/www.teachmint.com\">LMS for schools<\/a> and how it can help in seamless school operations management.<\/em>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In such kind of learning, there is a presence of a supervisor who is also an instructor.\u00a0It is often known as supervised machine learning, is artificial intelligence and machine learning subcategory. Its use of labeled datasets to train algorithms that accurately classify data or predict outcomes defines it. Understand and digitize school operations with Teachmint&hellip;&nbsp;<a href=\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\" class=\"\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Supervised Learning<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_themeisle_gutenberg_block_has_review":false,"_ti_tpc_template_sync":false,"_ti_tpc_template_id":"","footnotes":""},"categories":[21],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Supervised Learning - Meaning and Definition- Teachmint<\/title>\n<meta name=\"description\" content=\"Supervised learning, often known as supervised machine learning, is artificial intelligence and machine learning subcategory. Read more here.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Supervised Learning - Meaning and Definition- Teachmint\" \/>\n<meta property=\"og:description\" content=\"Supervised learning, often known as supervised machine learning, is artificial intelligence and machine learning subcategory. Read more here.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Teachmint\" \/>\n<meta property=\"article:published_time\" content=\"2021-12-26T12:47:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-11-16T09:53:07+00:00\" \/>\n<meta name=\"author\" content=\"teachmint@wp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"teachmint@wp\" \/>\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:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\"},\"author\":{\"name\":\"teachmint@wp\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#\/schema\/person\/c18e842820cb20208c4cd32e235cb3f9\"},\"headline\":\"Supervised Learning\",\"datePublished\":\"2021-12-26T12:47:54+00:00\",\"dateModified\":\"2022-11-16T09:53:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\"},\"wordCount\":273,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#organization\"},\"articleSection\":[\"S\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\",\"url\":\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\",\"name\":\"Supervised Learning - Meaning and Definition- Teachmint\",\"isPartOf\":{\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#website\"},\"datePublished\":\"2021-12-26T12:47:54+00:00\",\"dateModified\":\"2022-11-16T09:53:07+00:00\",\"description\":\"Supervised learning, often known as supervised machine learning, is artificial intelligence and machine learning subcategory. Read more here.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.teachmint.com\/glossary\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Supervised Learning\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#website\",\"url\":\"https:\/\/www.teachmint.com\/glossary\/\",\"name\":\"Teachmint\",\"description\":\"Digital board for teachmint\",\"publisher\":{\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.teachmint.com\/glossary\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#organization\",\"name\":\"Teachmint\",\"url\":\"https:\/\/www.teachmint.com\/glossary\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.teachmint.com\/glossary\/wp-content\/uploads\/2023\/01\/cropped-logo-1.png\",\"contentUrl\":\"https:\/\/www.teachmint.com\/glossary\/wp-content\/uploads\/2023\/01\/cropped-logo-1.png\",\"width\":296,\"height\":74,\"caption\":\"Teachmint\"},\"image\":{\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#\/schema\/person\/c18e842820cb20208c4cd32e235cb3f9\",\"name\":\"teachmint@wp\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.teachmint.com\/glossary\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/bc5d203df188f087e7a4832aa6b281b9?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/bc5d203df188f087e7a4832aa6b281b9?s=96&d=mm&r=g\",\"caption\":\"teachmint@wp\"},\"sameAs\":[\"http:\/\/34.93.254.57\"],\"url\":\"https:\/\/www.teachmint.com\/glossary\/author\/teachmintwp\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Supervised Learning - Meaning and Definition- Teachmint","description":"Supervised learning, often known as supervised machine learning, is artificial intelligence and machine learning subcategory. Read more here.","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:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/","og_locale":"en_US","og_type":"article","og_title":"Supervised Learning - Meaning and Definition- Teachmint","og_description":"Supervised learning, often known as supervised machine learning, is artificial intelligence and machine learning subcategory. Read more here.","og_url":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/","og_site_name":"Teachmint","article_published_time":"2021-12-26T12:47:54+00:00","article_modified_time":"2022-11-16T09:53:07+00:00","author":"teachmint@wp","twitter_card":"summary_large_image","twitter_misc":{"Written by":"teachmint@wp","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#article","isPartOf":{"@id":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/"},"author":{"name":"teachmint@wp","@id":"https:\/\/www.teachmint.com\/glossary\/#\/schema\/person\/c18e842820cb20208c4cd32e235cb3f9"},"headline":"Supervised Learning","datePublished":"2021-12-26T12:47:54+00:00","dateModified":"2022-11-16T09:53:07+00:00","mainEntityOfPage":{"@id":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/"},"wordCount":273,"commentCount":0,"publisher":{"@id":"https:\/\/www.teachmint.com\/glossary\/#organization"},"articleSection":["S"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/","url":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/","name":"Supervised Learning - Meaning and Definition- Teachmint","isPartOf":{"@id":"https:\/\/www.teachmint.com\/glossary\/#website"},"datePublished":"2021-12-26T12:47:54+00:00","dateModified":"2022-11-16T09:53:07+00:00","description":"Supervised learning, often known as supervised machine learning, is artificial intelligence and machine learning subcategory. Read more here.","breadcrumb":{"@id":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.teachmint.com\/glossary\/s\/supervised-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.teachmint.com\/glossary\/"},{"@type":"ListItem","position":2,"name":"Supervised Learning"}]},{"@type":"WebSite","@id":"https:\/\/www.teachmint.com\/glossary\/#website","url":"https:\/\/www.teachmint.com\/glossary\/","name":"Teachmint","description":"Digital board for teachmint","publisher":{"@id":"https:\/\/www.teachmint.com\/glossary\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.teachmint.com\/glossary\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.teachmint.com\/glossary\/#organization","name":"Teachmint","url":"https:\/\/www.teachmint.com\/glossary\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.teachmint.com\/glossary\/#\/schema\/logo\/image\/","url":"https:\/\/www.teachmint.com\/glossary\/wp-content\/uploads\/2023\/01\/cropped-logo-1.png","contentUrl":"https:\/\/www.teachmint.com\/glossary\/wp-content\/uploads\/2023\/01\/cropped-logo-1.png","width":296,"height":74,"caption":"Teachmint"},"image":{"@id":"https:\/\/www.teachmint.com\/glossary\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.teachmint.com\/glossary\/#\/schema\/person\/c18e842820cb20208c4cd32e235cb3f9","name":"teachmint@wp","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.teachmint.com\/glossary\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/bc5d203df188f087e7a4832aa6b281b9?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/bc5d203df188f087e7a4832aa6b281b9?s=96&d=mm&r=g","caption":"teachmint@wp"},"sameAs":["http:\/\/34.93.254.57"],"url":"https:\/\/www.teachmint.com\/glossary\/author\/teachmintwp\/"}]}},"_links":{"self":[{"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/posts\/4963"}],"collection":[{"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/comments?post=4963"}],"version-history":[{"count":2,"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/posts\/4963\/revisions"}],"predecessor-version":[{"id":12448,"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/posts\/4963\/revisions\/12448"}],"wp:attachment":[{"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/media?parent=4963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/categories?post=4963"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.teachmint.com\/glossary\/wp-json\/wp\/v2\/tags?post=4963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}