{"product_id":"machine-learning-refined-jeremy-watt-9781108480727","title":"Machine Learning Refined: Foundations, Algorithms, and Applications","description":"With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for graduate courses on machine learning and for individual reference and self-study.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1108480721\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781108480727\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\/09\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 594\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.80h x 7.00w x 1.10d","brand":"Jeremy Watt","offers":[{"title":"Hardcover","offer_id":43994955677951,"sku":"9781108480727","price":78.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b22d8e46-fa35-49d4-a7e9-c6a651dc1030.jpg?v=1683333171","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-refined-jeremy-watt-9781108480727","provider":"WR Book House","version":"1.0","type":"link"}