{"id":29969,"date":"2019-05-10T12:16:22","date_gmt":"2019-05-10T11:16:22","guid":{"rendered":"https:\/\/www.intelligentcio.com\/eu\/?p=29969"},"modified":"2019-05-10T12:16:22","modified_gmt":"2019-05-10T11:16:22","slug":"new-machine-learning-research-on-learning-with-limited-labelled-data","status":"publish","type":"post","link":"https:\/\/www.intelligentcio.com\/eu\/2019\/05\/10\/new-machine-learning-research-on-learning-with-limited-labelled-data\/","title":{"rendered":"New Machine Learning research on learning with limited labelled data"},"content":{"rendered":"<p>Cloudera Fast Forward Labs unveils a Machine Learning capability that opens up product possibilities.<\/p>\n<p><iframe loading=\"lazy\" title=\"New Machine Learning Research on Learning With Limited Labeled Data\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/1uk9HTn0oIc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>Cloudera Fast Forward Labs\u2019 latest Machine Learning research report introduces a new Machine Learning capability that relaxes the stringent labelled data requirement in supervised Machine Learning, thereby opening up new product possibilities.<\/p>\n<p>The new research report covers:<\/p>\n<ul>\n<li>An introduction to Machine Learning with limited labelled data for business and technical audiences<\/li>\n<li>Practical advice on Machine Learning &#8211; specifically around active learning, an approach that takes advantage of collaboration between humans and machines to smartly pick a small subset of data to be labelled<\/li>\n<li>Implications from both technical and ethical perspectives, availability of tooling and a maturing supporting ecosystem<\/li>\n<\/ul>\n<p>In addition to the new report, the interactive web prototype that demonstrates various active learning strategies on multiple image datasets, is available.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cloudera Fast Forward Labs unveils a Machine Learning capability that opens up product possibilities. Cloudera Fast Forward Labs\u2019 latest Machine Learning research report introduces a new Machine Learning capability that relaxes the stringent labelled data requirement in supervised Machine Learning, thereby opening up new product possibilities. The new research report covers: An introduction to Machine [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":29971,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4,29,93,77],"tags":[12041,12042,3881],"class_list":["post-29969","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cloud","category-software","category-top-stories","category-video","tag-cloudera-fast-forward-labs","tag-labelled-data","tag-machine-learning"],"acf":[],"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/posts\/29969","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/comments?post=29969"}],"version-history":[{"count":2,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/posts\/29969\/revisions"}],"predecessor-version":[{"id":29972,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/posts\/29969\/revisions\/29972"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/media\/29971"}],"wp:attachment":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/media?parent=29969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/categories?post=29969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/tags?post=29969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}