{"id":4325,"date":"2021-01-22T06:35:10","date_gmt":"2021-01-22T06:35:10","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2021\/01\/22\/how-to-use-mlops-for-an-effective-ai-strategy\/"},"modified":"2021-01-22T06:35:10","modified_gmt":"2021-01-22T06:35:10","slug":"how-to-use-mlops-for-an-effective-ai-strategy","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2021\/01\/22\/how-to-use-mlops-for-an-effective-ai-strategy\/","title":{"rendered":"How to Use MLOps for an Effective AI Strategy"},"content":{"rendered":"<p>Author: Matt Mayo Editor<\/p>\n<div>The need to deal with the challenges and other smaller nuances of deploying machine learning models has given rise to the relatively new concept of MLOps. &ndash; a set of best practices aimed at automating the ML lifecycle, bringing together the ML system development and ML system operations.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2021\/01\/mlops-effective-ai-strategy.html\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Matt Mayo Editor The need to deal with the challenges and other smaller nuances of deploying machine learning models has given rise to the [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2021\/01\/22\/how-to-use-mlops-for-an-effective-ai-strategy\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":457,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4325"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=4325"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4325\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/456"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=4325"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=4325"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=4325"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}