{"id":1231,"date":"2025-01-16T07:02:33","date_gmt":"2025-01-16T07:02:33","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/01\/16\/overcoming-data-scarcity-imbalance-gans-smote-explained-through-bartending-6a868259b4d9\/"},"modified":"2025-01-16T07:02:33","modified_gmt":"2025-01-16T07:02:33","slug":"overcoming-data-scarcity-imbalance-gans-smote-explained-through-bartending-6a868259b4d9","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/01\/16\/overcoming-data-scarcity-imbalance-gans-smote-explained-through-bartending-6a868259b4d9\/","title":{"rendered":"Basics of GANs &amp; SMOTE for Data Augmentation"},"content":{"rendered":"\n<div>Basics of GANs &#038; SMOTE for Data Augmentation<\/div>\n<p> \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<div class=\"medium-feed-item\">\n<p class=\"medium-feed-image\"><a href=\"https:\/\/towardsdatascience.com\/overcoming-data-scarcity-imbalance-gans-smote-explained-through-bartending-6a868259b4d9\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/cdn-images-1.medium.com\/max\/853\/1%2AM3BFI7jm-kCvkj9EijMWTg.png?w=853&#038;ssl=1\" ><\/a><\/p>\n<p class=\"medium-feed-snippet\">GANs and SMOTE Explained\u00a0with\u00a0Bartending: Data Science for Machine Learning Series (1)<\/p>\n<p class=\"medium-feed-link\"><a href=\"https:\/\/towardsdatascience.com\/overcoming-data-scarcity-imbalance-gans-smote-explained-through-bartending-6a868259b4d9\">Continue reading on Towards Data Science \u00bb<\/a><\/p>\n<\/div>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Sunghyun Ahn<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/medium.com\/m\/global-identity-2?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fovercoming-data-scarcity-imbalance-gans-smote-explained-through-bartending-6a868259b4d9\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Basics of GANs &#038; SMOTE for Data Augmentation GANs and SMOTE Explained\u00a0with\u00a0Bartending: Data Science for Machine Learning Series (1) Continue reading on Towards Data Science \u00bb Sunghyun Ahn Go to original source<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,1324,83,311,70,238],"tags":[84,1325,1055],"class_list":["post-1231","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-data-augmentation","category-data-science","category-getting-started","category-machine-learning","category-statistics","tag-data","tag-gans","tag-smote"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/1231"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=1231"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/1231\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=1231"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=1231"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=1231"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}