{"id":13249,"date":"2022-01-01T00:00:00","date_gmt":"2022-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/?p=13249"},"modified":"2022-05-16T09:11:01","modified_gmt":"2022-05-16T16:11:01","slug":"federated-learning-platform-for-alation-machine-learning","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2022\/federated-learning-platform-for-alation-machine-learning\/","title":{"rendered":"Federated Learning Platform for Alation Machine Learning"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Alation<\/span> <span class=\"project-dept-year\">Computer Science, 2021\u201322<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Ian Danforth, Yuhong Sun, Abhimanyu Seth, Andrea Levy &#8217;11<br \/>\n<strong>Advisor(s):<\/strong> Leif Zinn-Brooks<br \/>\n<strong>Students(s):<\/strong> Fred Qin (PM-F), Mengjun Zhao (PM-S), Jingyi Liu, Giovanni Castro, Anan Aramthanapon<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Alation\u2019s data catalog allows organizations to locate, govern, and extract insights from their data. The goal of this project is to create a Federated Learning Platform that allows Alation engineers to train machine learning models across customer data in a secure and privacy-preserving manner. This cutting edge distributed infrastructure will enable Alation to develop powerful new features tailored to customer needs that would otherwise be impossible to create.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Alation Computer Science, 2021\u201322 Liaison(s): Ian Danforth, Yuhong Sun, Abhimanyu Seth, Andrea Levy &#8217;11 Advisor(s): Leif Zinn-Brooks Students(s): Fred Qin [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[627],"class_list":["post-13249","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-alation"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13249","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=13249"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13249\/revisions"}],"predecessor-version":[{"id":13318,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13249\/revisions\/13318"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=13249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=13249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=13249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}