{"product_id":"data-science-and-machine-learning-mathematical-and-statistical-methods-second-edition-hardcover","title":"Data Science and Machine Learning: Mathematical and Statistical Methods, Second Edition - Hardcover","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eZdravko Botev\u003c\/b\u003e (Author), \u003cb\u003eDirk P. Kroese\u003c\/b\u003e (Author), \u003cb\u003eThomas Taimre\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe purpose of \u003cb\u003e\u003ci\u003eData Science and Machine Learning: Mathematical and Statistical Methods \u003c\/i\u003e\u003c\/b\u003eis to provide an accessible, yet comprehensive textbook intended for students interested in gaining a better understanding of the mathematics and statistics that underpin rich variety of ideas and machine learning algorithms in data science.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eZdravko I. Botev\u003c\/b\u003e, PhD, is the pioneer of several modern statistical methodologies, including the \u003ci\u003ediffusion kernel density estimator\u003c\/i\u003e, the \u003ci\u003egeneralized splitting method\u003c\/i\u003e for rare-event simulation, the \u003ci\u003ebandwidth perturbation matching\u003c\/i\u003e method, the \u003ci\u003eregenerative rejection sampling\u003c\/i\u003e method, and the \u003ci\u003eklimax method\u003c\/i\u003e for feature selection. His contributions to computational statistics and data science have been recognized with honours such as the Christopher Heyde Medal from the Australian Academy of Science and the Gavin Brown Prize from the Australian Mathematical Society.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDirk P. Kroese, PhD\u003c\/b\u003e, is an Emeritus Professor in Mathematics and Statistics at the University of Queensland. He is known for his significant contributions to the fields of applied probability, mathematical statistics, machine learning, and Monte Carlo methods. He has published over 140 articles and 7 books. He is a pioneer of the well-known Cross-Entropy (CE) method, which is being used around the world to help solve difficult estimation and optimization problems in science, engineering, and finance.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThomas Taimre\u003c\/b\u003e, PhD, is a Senior Lecturer of Mathematics and Statistics at The University of Queensland. His research interests range from applied probability and Monte Carlo methods to applied physics and the remarkably universal self-mixing effect in lasers. He has published over 100 articles, holds a patent, and is the coauthor of Handbook of Monte Carlo Methods (Wiley).\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 730\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.56 x 10 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e November 20, 2025\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51890966233376,"sku":"9781032488684","price":161.98,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/sMlHiM4NNa9781032488684.webp?v=1781955957","url":"https:\/\/ebocreations.com\/products\/data-science-and-machine-learning-mathematical-and-statistical-methods-second-edition-hardcover","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}