{"id":5231,"date":"2024-04-02T08:48:33","date_gmt":"2024-04-02T08:48:33","guid":{"rendered":"https:\/\/radicalbit.ai\/?post_type=glossary&p=5231"},"modified":"2024-04-02T10:41:36","modified_gmt":"2024-04-02T10:41:36","slug":"mlops","status":"publish","type":"glossary","link":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/","title":{"rendered":"MLOps"},"content":{"rendered":"\n

MLOps (Machine Learning Operations) is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle, from development to deployment and monitoring through the integration of principles from DevOps and data engineering. It involves automating workflows, version control for models and data, continuous integration and deployment (CI\/CD), and monitoring model performance. MLOps helps organisations deploying and handling machine learning models at scale, ensuring reproducibility, scalability, and reliability throughout the entire machine learning pipeline.<\/p>\n\n\n\n

<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"

MLOps (Machine Learning Operations) is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle, from development to deployment and…<\/p>\n","protected":false},"author":1,"featured_media":4814,"menu_order":0,"template":"","meta":{"footnotes":""},"class_list":["post-5231","glossary","type-glossary","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nMLOps | Radicalbit<\/title>\n<meta name=\"description\" content=\"MLOps is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MLOps | Radicalbit\" \/>\n<meta property=\"og:description\" content=\"MLOps is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle\" \/>\n<meta property=\"og:url\" content=\"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/\" \/>\n<meta property=\"og:site_name\" content=\"Radicalbit\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-02T10:41:36+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/\",\"name\":\"MLOps | Radicalbit\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Simpler-faster-better-MLOps.jpg\",\"datePublished\":\"2024-04-02T08:48:33+00:00\",\"dateModified\":\"2024-04-02T10:41:36+00:00\",\"description\":\"MLOps is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/#primaryimage\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Simpler-faster-better-MLOps.jpg\",\"contentUrl\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Simpler-faster-better-MLOps.jpg\",\"width\":1200,\"height\":628,\"caption\":\"Radicalbit MLOps & AI Observability Platform\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/mlops\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"MLOps\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#website\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/\",\"name\":\"Radicalbit\",\"description\":\"Simpler, faster, better MLOps\",\"publisher\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#organization\",\"name\":\"Radicalbit\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp\",\"contentUrl\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp\",\"width\":1570,\"height\":405,\"caption\":\"Radicalbit\"},\"image\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/6639929\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MLOps | Radicalbit","description":"MLOps is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle","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:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/","og_locale":"it_IT","og_type":"article","og_title":"MLOps | Radicalbit","og_description":"MLOps is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle","og_url":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/","og_site_name":"Radicalbit","article_modified_time":"2024-04-02T10:41:36+00:00","og_image":[{"width":1200,"height":628,"url":"http:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Tempo di lettura stimato":"1 minuto"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/","url":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/","name":"MLOps | Radicalbit","isPartOf":{"@id":"https:\/\/radicalbit.ai\/it\/#website"},"primaryImageOfPage":{"@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/#primaryimage"},"image":{"@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/#primaryimage"},"thumbnailUrl":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","datePublished":"2024-04-02T08:48:33+00:00","dateModified":"2024-04-02T10:41:36+00:00","description":"MLOps is a set of procedures that aims to streamline and integrate the end-to-end machine learning lifecycle","breadcrumb":{"@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/"]}]},{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/#primaryimage","url":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","contentUrl":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","width":1200,"height":628,"caption":"Radicalbit MLOps & AI Observability Platform"},{"@type":"BreadcrumbList","@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/mlops\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/radicalbit.ai\/it\/"},{"@type":"ListItem","position":2,"name":"MLOps"}]},{"@type":"WebSite","@id":"https:\/\/radicalbit.ai\/it\/#website","url":"https:\/\/radicalbit.ai\/it\/","name":"Radicalbit","description":"Simpler, faster, better MLOps","publisher":{"@id":"https:\/\/radicalbit.ai\/it\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/radicalbit.ai\/it\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/radicalbit.ai\/it\/#organization","name":"Radicalbit","url":"https:\/\/radicalbit.ai\/it\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/radicalbit.ai\/it\/#\/schema\/logo\/image\/","url":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2023\/11\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp","contentUrl":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2023\/11\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp","width":1570,"height":405,"caption":"Radicalbit"},"image":{"@id":"https:\/\/radicalbit.ai\/it\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/6639929\/"]}]}},"_links":{"self":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary\/5231","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":2,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary\/5231\/revisions"}],"predecessor-version":[{"id":5248,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary\/5231\/revisions\/5248"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/media\/4814"}],"wp:attachment":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/media?parent=5231"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}