{"id":5642,"date":"2022-05-21T06:34:16","date_gmt":"2022-05-21T06:34:16","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2022\/05\/21\/operationalizing-machine-learning-from-poc-to-production\/"},"modified":"2022-05-21T06:34:16","modified_gmt":"2022-05-21T06:34:16","slug":"operationalizing-machine-learning-from-poc-to-production","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2022\/05\/21\/operationalizing-machine-learning-from-poc-to-production\/","title":{"rendered":"Operationalizing Machine Learning from PoC to Production"},"content":{"rendered":"<p>Author: Alakh Sharma<\/p>\n<div>Most companies haven\u2019t seen ROI from machine learning since the benefit is only realized when the models are in production. Here\u2019s how to make sure your ML project works.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2022\/05\/operationalizing-machine-learning-poc-production.html?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=operationalizing-machine-learning-from-poc-to-production\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Alakh Sharma Most companies haven\u2019t seen ROI from machine learning since the benefit is only realized when the models are in production. Here\u2019s how [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2022\/05\/21\/operationalizing-machine-learning-from-poc-to-production\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":458,"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\/5642"}],"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=5642"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/5642\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/473"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=5642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=5642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=5642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}