{"id":11475,"date":"2020-06-28T10:17:46","date_gmt":"2020-06-28T14:17:46","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=11475"},"modified":"2020-06-28T10:17:46","modified_gmt":"2020-06-28T14:17:46","slug":"what-i-learned-from-looking-at-200-machine-learning-tools","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/what-i-learned-from-looking-at-200-machine-learning-tools\/11475\/","title":{"rendered":"What I Learned From Looking at 200 Machine Learning Tools"},"content":{"rendered":"Originally published in Chip Huyen Blog, June 22, 2020 To better understand the landscape of available tools for machine learning production, I decided to look up every AI\/ML tool I could find. The resources I used include: Full stack deep learning LF AI Foundation landscape AI Data Landscape Various lists of top AI startups by the media Responses to my tweet and LinkedIn post People (friends, strangers, VCs) share with me their lists After filtering out applications companies (e.g. companies that use ML to provide business analytics), tools that aren\u2019t being actively developed, and tools that nobody uses, <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/what-i-learned-from-looking-at-200-machine-learning-tools\/11475\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in Chip Huyen Blog, June 22, 2020 To better understand the landscape of available tools for machine learning production, I decided to look up every AI\/ML tool I could find. The resources I used include: Full stack deep learning LF AI Foundation landscape AI Data Landscape Various lists of top AI startups by [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11,48],"tags":[879,368,243,1103,8],"class_list":["post-11475","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand","tag-ai","tag-artificial-intelligence","tag-machine-learning","tag-machine-learning-tools","tag-predictive-analytics"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/11475","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=11475"}],"version-history":[{"count":2,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/11475\/revisions"}],"predecessor-version":[{"id":11477,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/11475\/revisions\/11477"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=11475"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=11475"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=11475"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}