{"id":6254,"date":"2023-01-25T06:30:17","date_gmt":"2023-01-25T06:30:17","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2023\/01\/25\/5-ways-to-deal-with-the-lack-of-data-in-machine-learning\/"},"modified":"2023-01-25T06:30:17","modified_gmt":"2023-01-25T06:30:17","slug":"5-ways-to-deal-with-the-lack-of-data-in-machine-learning","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2023\/01\/25\/5-ways-to-deal-with-the-lack-of-data-in-machine-learning\/","title":{"rendered":"5 Ways to Deal with the Lack of Data in Machine Learning"},"content":{"rendered":"<p>Author: Alexandre Gonfalonieri<\/p>\n<div>Effective solutions exist when you don&#8217;t have enough data for your models. While there is no perfect approach, five proven ways will get your model to production.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2019\/06\/5-ways-lack-data-machine-learning.html?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=5-ways-to-deal-with-the-lack-of-data-in-machine-learning\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Alexandre Gonfalonieri Effective solutions exist when you don&#8217;t have enough data for your models. While there is no perfect approach, five proven ways will [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2023\/01\/25\/5-ways-to-deal-with-the-lack-of-data-in-machine-learning\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":460,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6254"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=6254"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6254\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/457"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=6254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=6254"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=6254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}