{"id":177871,"date":"2023-12-08T20:22:23","date_gmt":"2023-12-09T02:22:23","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/12\/six-ways-machine-learning-will-transform-the-biopharmaceutical-lifecycle"},"modified":"2023-12-08T20:22:23","modified_gmt":"2023-12-09T02:22:23","slug":"six-ways-machine-learning-will-transform-the-biopharmaceutical-lifecycle","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/12\/six-ways-machine-learning-will-transform-the-biopharmaceutical-lifecycle","title":{"rendered":"Six Ways Machine Learning Will Transform the Biopharmaceutical Lifecycle"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/six-ways-machine-learning-will-transform-the-biopharmaceutical-lifecycle.jpg\"><\/a><\/p>\n<p>This listicle explores four ways that AI and ML are accelerating the biopharmaceutical lifecycle and two big ways that companies are starting to think about their data differently.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This listicle explores four ways that AI and ML are accelerating the biopharmaceutical lifecycle and two big ways that companies are starting to think about their data differently.<\/p>\n","protected":false},"author":663,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-177871","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/177871","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\/663"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=177871"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/177871\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=177871"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=177871"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=177871"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}