{"id":76107,"date":"2019-01-16T10:09:20","date_gmt":"2019-01-16T10:09:20","guid":{"rendered":"http:\/\/www.sickgaming.net\/blog\/2019\/01\/16\/an-introduction-to-the-machine-learning-platform-as-a-service\/"},"modified":"2019-01-16T10:09:20","modified_gmt":"2019-01-16T10:09:20","slug":"an-introduction-to-the-machine-learning-platform-as-a-service","status":"publish","type":"post","link":"https:\/\/sickgaming.net\/blog\/2019\/01\/16\/an-introduction-to-the-machine-learning-platform-as-a-service\/","title":{"rendered":"An Introduction to the Machine Learning Platform as a Service"},"content":{"rendered":"<div class=\"lcom-stacked__main\">\n<div class=\"panel-pane pane-entity-field pane-node-body\">\n<div class=\"field field-name-body field-type-text-with-summary field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\">\n<p>Machine-Learning-Platform-as-a-Service (ML PaaS) is one of the fastest growing services in the public cloud. It delivers efficient lifecycle management of machine learning models.<\/p>\n<p>At a high level, there are three phases involved in training and deploying a machine learning model. These phases remain the same from classic ML models to advanced models built using sophisticated neural network architecture.<\/p>\n<p><a class=\"local-link\" href=\"https:\/\/thenewstack.io\/?attachment_id=6438115\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" class=\"aligncenter size-large wp-image-6438115\" height=\"103\" src=\"http:\/\/www.sickgaming.net\/blog\/wp-content\/uploads\/2019\/01\/an-introduction-to-the-machine-learning-platform-as-a-service.jpg\" width=\"640\" \/><\/a><\/p>\n<h3>Provision and Configure Environment<\/h3>\n<p>Before the actual training takes place, developers and data scientists need a fully configured environment with the right hardware and software configuration.<\/p>\n<p>Read more at <a href=\"https:\/\/thenewstack.io\/an-introduction-to-the-machine-learning-platform-as-a-service\/\">The New Stack<\/a><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<p><a href=\"https:\/\/www.linux.com\/popup\/nojs\" class=\"ctools-use-modal ctools-modal-subscription-modal-style element-invisible\" title=\"\">Click Here!<\/a> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine-Learning-Platform-as-a-Service (ML PaaS) is one of the fastest growing services in the public cloud. It delivers efficient lifecycle management of machine learning models. At a high level, there are three phases involved in training and deploying a machine learning model. These phases remain the same from classic ML models to advanced models built using sophisticated [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":76108,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[40],"tags":[],"class_list":["post-76107","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-linux-freebsd-unix"],"_links":{"self":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts\/76107","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/comments?post=76107"}],"version-history":[{"count":0,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts\/76107\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/media\/76108"}],"wp:attachment":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/media?parent=76107"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/categories?post=76107"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/tags?post=76107"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}