{"product_id":"data-mining-and-machine-learning-mohammed-j-zaki-9781108473989","title":"Data Mining and Machine Learning: Fundamental Concepts and Algorithms","description":"The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mohammed J. Zaki, Wagner Meira Jr\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1108473989\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781108473989\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/30\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 776\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 3.45lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.90h x 6.80w x 1.80d","brand":"Mohammed J. Zaki","offers":[{"title":"Hardcover","offer_id":43991879221503,"sku":"9781108473989","price":83.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_8a1ae9b6-5e59-498d-8388-2698f45ee7d2.jpg?v=1683312766","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-mining-and-machine-learning-mohammed-j-zaki-9781108473989","provider":"WR Book House","version":"1.0","type":"link"}