{"id":8711,"date":"2025-12-16T06:34:35","date_gmt":"2025-12-16T06:34:35","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2025\/12\/16\/the-data-detox-training-yourself-for-the-messy-noisy-real-world\/"},"modified":"2025-12-16T06:34:35","modified_gmt":"2025-12-16T06:34:35","slug":"the-data-detox-training-yourself-for-the-messy-noisy-real-world","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2025\/12\/16\/the-data-detox-training-yourself-for-the-messy-noisy-real-world\/","title":{"rendered":"The Data Detox: Training Yourself for the Messy, Noisy, Real World"},"content":{"rendered":"<p>Author: Nate Rosidi<\/p>\n<div>In this article, we\u2019ll use a real-life data project to explore four practical steps for preparing to deal with messy, real-life datasets.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/the-data-detox-training-yourself-for-the-messy-noisy-real-world\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Nate Rosidi In this article, we\u2019ll use a real-life data project to explore four practical steps for preparing to deal with messy, real-life datasets. [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2025\/12\/16\/the-data-detox-training-yourself-for-the-messy-noisy-real-world\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":463,"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\/8711"}],"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=8711"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/8711\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/464"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=8711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=8711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=8711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}