{"id":132706,"date":"2021-12-19T14:22:17","date_gmt":"2021-12-19T22:22:17","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2021\/12\/3-big-problems-with-datasets-in-ai-and-machine-learning"},"modified":"2021-12-19T14:22:17","modified_gmt":"2021-12-19T22:22:17","slug":"3-big-problems-with-datasets-in-ai-and-machine-learning","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2021\/12\/3-big-problems-with-datasets-in-ai-and-machine-learning","title":{"rendered":"3 big problems with datasets in AI and machine learning"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/3-big-problems-with-datasets-in-ai-and-machine-learning2.jpg\"><\/a><\/p>\n<p>Datasets in AI and machine learning contain many flaws. Some might be fixable, according to experts \u2014 given enough time and resources.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Datasets in AI and machine learning contain many flaws. Some might be fixable, according to experts \u2014 given enough time and resources.<\/p>\n","protected":false},"author":556,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-132706","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/132706","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/556"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=132706"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/132706\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=132706"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=132706"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=132706"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}