{"id":6016,"date":"2024-03-13T12:22:43","date_gmt":"2024-03-13T10:22:43","guid":{"rendered":"https:\/\/security-robotics.de\/?p=6016"},"modified":"2024-04-23T13:35:36","modified_gmt":"2024-04-23T11:35:36","slug":"machine-learning","status":"publish","type":"post","link":"https:\/\/security-robotics.de\/en\/glossary\/machine-learning","title":{"rendered":"Machine learning"},"content":{"rendered":"\n<p><a rel=\"popover\" data-title=\"Machine learning\" data-post-id=\"6016\" class=\"sr-glossary-link\" aria-label=\"Machine learning\" href=\"https:\/\/security-robotics.de\/en\/glossary\/machine-learning\">Machine learning<\/a> (ML) is a technology in which algorithms and models are developed to give machines the ability to learn from data and improve their performance without being explicitly programmed. For example, ML enables robotic systems to recognize complex patterns in data, analyse risks and develop adaptive behaviours. This helps to continuously optimize the performance of safety solutions and respond effectively to changing environments.<\/p>","protected":false},"excerpt":{"rendered":"<p>Machine learning (ML) is a technology in which algorithms and models are developed to give machines the ability to learn from data and improve their performance without being explicitly programmed. For example, ML enables robotic systems to recognize complex patterns in data, analyse risks and develop adaptive behaviours. This helps to continuously optimize the performance [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[388],"tags":[466],"class_list":["post-6016","post","type-post","status-publish","format-standard","hentry","category-glossary","tag-machine-learning-2"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.1 (Yoast SEO v24.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine learning - Security Robotics<\/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:\/\/security-robotics.de\/en\/glossary\/machine-learning\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine learning\" \/>\n<meta property=\"og:description\" content=\"Machine learning (ML) is a technology in which algorithms and models are developed to give machines the ability to learn from data and improve their performance without being explicitly programmed. For example, ML enables robotic systems to recognize complex patterns in data, analyse risks and develop adaptive behaviours. This helps to continuously optimize the performance [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/security-robotics.de\/en\/glossary\/machine-learning\" \/>\n<meta property=\"og:site_name\" content=\"Security Robotics\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-13T10:22:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-23T11:35:36+00:00\" \/>\n<meta name=\"author\" content=\"Michael Engel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Michael Engel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/security-robotics.de\/en\/glossary\/machine-learning\",\"url\":\"https:\/\/security-robotics.de\/en\/glossary\/machine-learning\",\"name\":\"Machine learning - Security Robotics\",\"isPartOf\":{\"@id\":\"https:\/\/security-robotics.de\/en#website\"},\"datePublished\":\"2024-03-13T10:22:43+00:00\",\"dateModified\":\"2024-04-23T11:35:36+00:00\",\"author\":{\"@id\":\"https:\/\/security-robotics.de\/en#\/schema\/person\/28cc52f7777054d66557d928ef562e56\"},\"breadcrumb\":{\"@id\":\"https:\/\/security-robotics.de\/en\/glossary\/machine-learning#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/security-robotics.de\/en\/glossary\/machine-learning\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/security-robotics.de\/en\/glossary\/machine-learning#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\/\/security-robotics.de\/en\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Machine learning\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/security-robotics.de\/en#website\",\"url\":\"https:\/\/security-robotics.de\/en\",\"name\":\"Security Robotics\",\"description\":\"Innovative Security-Roboter | \u00dcberwachung, Messung, Zutritt\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/security-robotics.de\/en?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/security-robotics.de\/en#\/schema\/person\/28cc52f7777054d66557d928ef562e56\",\"name\":\"Michael Engel\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/security-robotics.de\/en#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/1d4d5fa3248381de9f4886ea0db0aec3f525afddc61e6d24f41910856cf22706?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/1d4d5fa3248381de9f4886ea0db0aec3f525afddc61e6d24f41910856cf22706?s=96&d=mm&r=g\",\"caption\":\"Michael Engel\"},\"url\":\"https:\/\/security-robotics.de\/en\/author\/m-engel\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Machine learning - Security Robotics","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:\/\/security-robotics.de\/en\/glossary\/machine-learning","og_locale":"en_US","og_type":"article","og_title":"Machine learning","og_description":"Machine learning (ML) is a technology in which algorithms and models are developed to give machines the ability to learn from data and improve their performance without being explicitly programmed. For example, ML enables robotic systems to recognize complex patterns in data, analyse risks and develop adaptive behaviours. This helps to continuously optimize the performance [&hellip;]","og_url":"https:\/\/security-robotics.de\/en\/glossary\/machine-learning","og_site_name":"Security Robotics","article_published_time":"2024-03-13T10:22:43+00:00","article_modified_time":"2024-04-23T11:35:36+00:00","author":"Michael Engel","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Michael Engel","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/security-robotics.de\/en\/glossary\/machine-learning","url":"https:\/\/security-robotics.de\/en\/glossary\/machine-learning","name":"Machine learning - Security Robotics","isPartOf":{"@id":"https:\/\/security-robotics.de\/en#website"},"datePublished":"2024-03-13T10:22:43+00:00","dateModified":"2024-04-23T11:35:36+00:00","author":{"@id":"https:\/\/security-robotics.de\/en#\/schema\/person\/28cc52f7777054d66557d928ef562e56"},"breadcrumb":{"@id":"https:\/\/security-robotics.de\/en\/glossary\/machine-learning#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/security-robotics.de\/en\/glossary\/machine-learning"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/security-robotics.de\/en\/glossary\/machine-learning#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/security-robotics.de\/en"},{"@type":"ListItem","position":2,"name":"Machine learning"}]},{"@type":"WebSite","@id":"https:\/\/security-robotics.de\/en#website","url":"https:\/\/security-robotics.de\/en","name":"Security Robotics","description":"Innovative Security-Roboter | \u00dcberwachung, Messung, Zutritt","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/security-robotics.de\/en?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/security-robotics.de\/en#\/schema\/person\/28cc52f7777054d66557d928ef562e56","name":"Michael Engel","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/security-robotics.de\/en#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/1d4d5fa3248381de9f4886ea0db0aec3f525afddc61e6d24f41910856cf22706?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1d4d5fa3248381de9f4886ea0db0aec3f525afddc61e6d24f41910856cf22706?s=96&d=mm&r=g","caption":"Michael Engel"},"url":"https:\/\/security-robotics.de\/en\/author\/m-engel"}]}},"_links":{"self":[{"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/posts\/6016","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/comments?post=6016"}],"version-history":[{"count":1,"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/posts\/6016\/revisions"}],"predecessor-version":[{"id":6036,"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/posts\/6016\/revisions\/6036"}],"wp:attachment":[{"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/media?parent=6016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/categories?post=6016"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/security-robotics.de\/en\/wp-json\/wp\/v2\/tags?post=6016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}