{"id":4249,"date":"2020-12-31T06:33:56","date_gmt":"2020-12-31T06:33:56","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2020\/12\/31\/data-science-as-a-product-why-is-it-so-hard\/"},"modified":"2020-12-31T06:33:56","modified_gmt":"2020-12-31T06:33:56","slug":"data-science-as-a-product-why-is-it-so-hard","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2020\/12\/31\/data-science-as-a-product-why-is-it-so-hard\/","title":{"rendered":"Data Science as a Product \u2013 Why Is It So Hard?"},"content":{"rendered":"<p>Author: mtdearing<\/p>\n<div>Developing machine learning models as products that deliver business value remains a new field with uncharted paths toward success. Applying well-established software development approaches, such as agile, is not straightforward, but may still offer a solid foundation to guide success.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2020\/12\/data-science-product-hard.html\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: mtdearing Developing machine learning models as products that deliver business value remains a new field with uncharted paths toward success. Applying well-established software development [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2020\/12\/31\/data-science-as-a-product-why-is-it-so-hard\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":465,"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\/4249"}],"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=4249"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4249\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/473"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=4249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=4249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=4249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}