{"id":217263,"date":"2025-07-06T06:08:01","date_gmt":"2025-07-06T11:08:01","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/07\/data-science-and-machine-learning-mathematical-and"},"modified":"2025-07-06T06:08:01","modified_gmt":"2025-07-06T11:08:01","slug":"data-science-and-machine-learning-mathematical-and","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/07\/data-science-and-machine-learning-mathematical-and","title":{"rendered":"Data Science and Machine Learning: Mathematical and"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/data-science-and-machine-learning-mathematical-and.jpg\"><\/a><\/p>\n<p>D.P. Kroese, Z.I. Botev, T. Taimre, R. Vaisman. <i>Data Science and Machine Learning: Mathematical and Statistical Methods<\/i>, Chapman and Hall\/CRC, Boca Raton, 2019.<\/p>\n<p>The purpose of this book is to provide an accessible, yet comprehensive textbook intended for students interested in gaining a better understanding of the mathematics and statistics that underpin the rich variety of ideas and machine learning algorithms in data science.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>D.P. Kroese, Z.I. Botev, T. Taimre, R. Vaisman. Data Science and Machine Learning: Mathematical and Statistical Methods, Chapman and Hall\/CRC, Boca Raton, 2019. The purpose of this book is to provide an accessible, yet comprehensive textbook intended for students interested in gaining a better understanding of the mathematics and statistics that underpin the rich variety [\u2026]<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,2229,6,224],"tags":[],"class_list":["post-217263","post","type-post","status-publish","format-standard","hentry","category-information-science","category-mathematics","category-robotics-ai","category-science"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/217263","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=217263"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/217263\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=217263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=217263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=217263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}