{"id":8245,"date":"2024-01-18T18:55:31","date_gmt":"2024-01-18T23:55:31","guid":{"rendered":"https:\/\/www.clearobject.com\/?post_type=glossary&#038;p=8245"},"modified":"2024-01-18T18:55:31","modified_gmt":"2024-01-18T23:55:31","slug":"mlops","status":"publish","type":"glossary","link":"https:\/\/www.clearobject.com\/?glossary=mlops","title":{"rendered":"MLOps"},"content":{"rendered":"<p><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;MLOps, short for Machine Learning Operations, is a set of practices that integrates machine learning systems into the software development and deployment lifecycle. It encompasses processes, tools, and collaboration between data scientists, developers, and operations teams to streamline the end-to-end management of machine learning models, from development and testing to deployment and monitoring.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:769,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0}\">MLOps, short for Machine Learning Operations, is a set of practices that integrates machine learning systems into the software development and deployment lifecycle. It encompasses processes, tools, and collaboration between data scientists, developers, and operations teams to streamline the end-to-end management of machine learning models, from development and testing to deployment and monitoring. <strong><a href=\"https:\/\/www.clearobject.com\/what-is-mlops\/\">Read more<\/a><\/strong>.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MLOps, short for Machine Learning Operations, is a set of practices that integrates machine learning systems into the software development and deployment lifecycle. It encompasses processes, tools, and collaboration between data scientists, developers, and operations teams to streamline the end-to-end management of machine learning models, from development and testing to deployment and monitoring. Read more.\u00a0<\/p>\n","protected":false},"author":11,"featured_media":0,"menu_order":0,"template":"","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"class_list":["post-8245","glossary","type-glossary","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.1 (Yoast SEO v28.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>MLOps - Clear Object<\/title>\n<meta name=\"description\" content=\"Machine Learning Operations is a set of practices that integrates machine learning systems into the software development and deployment 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:\/\/www.clearobject.com\/?glossary=mlops\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MLOps\" \/>\n<meta property=\"og:description\" content=\"Machine Learning Operations is a set of practices that integrates machine learning systems into the software development and deployment lifecycle.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.clearobject.com\/?glossary=mlops\" \/>\n<meta property=\"og:site_name\" content=\"Clear Object\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ClearObjectInc\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@ClearObject\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.clearobject.com\\\/?glossary=mlops\",\"url\":\"https:\\\/\\\/www.clearobject.com\\\/?glossary=mlops\",\"name\":\"MLOps - 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