{"id":3557,"date":"2020-06-13T06:33:25","date_gmt":"2020-06-13T06:33:25","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2020\/06\/13\/deploy-a-machine-learning-pipeline-to-the-cloud-using-a-docker-container\/"},"modified":"2020-06-13T06:33:25","modified_gmt":"2020-06-13T06:33:25","slug":"deploy-a-machine-learning-pipeline-to-the-cloud-using-a-docker-container","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2020\/06\/13\/deploy-a-machine-learning-pipeline-to-the-cloud-using-a-docker-container\/","title":{"rendered":"Deploy a Machine Learning Pipeline to the Cloud Using a Docker Container"},"content":{"rendered":"<p>Author: Matt Mayo Editor<\/p>\n<div>In this tutorial, we will use a previously-built machine learning pipeline and Flask app to demonstrate how to deploy a machine learning pipeline as a web app using the&nbsp;Microsoft Azure Web App Service.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2020\/06\/deploy-machine-learning-pipeline-cloud-docker.html\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Matt Mayo Editor In this tutorial, we will use a previously-built machine learning pipeline and Flask app to demonstrate how to deploy a machine [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2020\/06\/13\/deploy-a-machine-learning-pipeline-to-the-cloud-using-a-docker-container\/\">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\/3557"}],"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=3557"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/3557\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/461"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=3557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=3557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=3557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}