{"id":181798,"date":"2024-01-31T14:25:52","date_gmt":"2024-01-31T20:25:52","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/01\/the-math-behind-adam-optimizer"},"modified":"2024-01-31T14:25:52","modified_gmt":"2024-01-31T20:25:52","slug":"the-math-behind-adam-optimizer","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/01\/the-math-behind-adam-optimizer","title":{"rendered":"The Math behind Adam Optimizer"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/the-math-behind-adam-optimizer2.jpg\"><\/a><\/p>\n<p>Why is Adam the most popular optimizer in Deep Learning? Let\u2019s understand it by diving into its math, and recreating the algorithm.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Why is Adam the most popular optimizer in Deep Learning? Let\u2019s understand it by diving into its math, and recreating the algorithm.<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,2229,6],"tags":[],"class_list":["post-181798","post","type-post","status-publish","format-standard","hentry","category-information-science","category-mathematics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/181798","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\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=181798"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/181798\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=181798"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=181798"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=181798"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}