{"id":555168,"date":"2018-12-03T13:32:36","date_gmt":"2018-12-03T21:32:36","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&p=555168"},"modified":"2019-05-31T12:49:51","modified_gmt":"2019-05-31T19:49:51","slug":"machine-teaching-demo","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/machine-teaching-demo\/","title":{"rendered":"Machine Teaching Demo"},"content":{"rendered":"

Watch a demonstration of the Machine Teaching tool Platform for Interactive Concept Learning (PICL). People without machine learning expertise can build custom machine learning models on their own data. Starting with no labeled data, one person can build a model quickly and efficiently. The power comes from decomposing the problem, giving the model features in addition to labels and interactive debugging.<\/p>\n

Learn more:
\nhttp:\/\/aka.ms\/projectpicl (opens in new tab)<\/span><\/a>
\nhttp:\/\/Aka.ms\/machineteaching (opens in new tab)<\/span><\/a>
\nhttp:\/\/aka.ms\/machineteachingpaper (opens in new tab)<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Watch a demonstration of the Machine Teaching tool Platform for Interactive Concept Learning (PICL). People without machine learning expertise can build custom machine learning models on their own data. Starting with no labeled data, one person can build a model quickly and efficiently. The power comes from decomposing the problem, giving the model features in […]<\/p>\n","protected":false},"featured_media":555177,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13556],"msr-video-type":[],"msr-locale":[268875],"msr-post-option":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-555168","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-locale-en_us"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/KlTlWyA8yXo","msr_secondary_video_url":"","msr_video_file":"","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/555168"}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-video"}],"version-history":[{"count":1,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/555168\/revisions"}],"predecessor-version":[{"id":555171,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/555168\/revisions\/555171"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/555177"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=555168"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=555168"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=555168"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=555168"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=555168"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=555168"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=555168"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}