{"id":4052,"date":"2020-11-05T06:30:04","date_gmt":"2020-11-05T06:30:04","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2020\/11\/05\/interpretability-explainability-and-machine-learning-what-data-scientists-need-to-know\/"},"modified":"2020-11-05T06:30:04","modified_gmt":"2020-11-05T06:30:04","slug":"interpretability-explainability-and-machine-learning-what-data-scientists-need-to-know","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2020\/11\/05\/interpretability-explainability-and-machine-learning-what-data-scientists-need-to-know\/","title":{"rendered":"Interpretability, Explainability, and Machine Learning \u2013 What Data Scientists Need to Know"},"content":{"rendered":"<p>Author: mtdearing<\/p>\n<div>The terms &ldquo;interpretability,&rdquo; &ldquo;explainability&rdquo; and &ldquo;black box&rdquo; are tossed about a lot in the context of machine learning, but what do they really mean, and why do they matter?<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2020\/11\/interpretability-explainability-machine-learning.html\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: mtdearing The terms &ldquo;interpretability,&rdquo; &ldquo;explainability&rdquo; and &ldquo;black box&rdquo; are tossed about a lot in the context of machine learning, but what do they really [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2020\/11\/05\/interpretability-explainability-and-machine-learning-what-data-scientists-need-to-know\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":469,"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\/4052"}],"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=4052"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4052\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/474"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=4052"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=4052"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=4052"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}