{"product_id":"introduction-to-statistical-machine-learning-masashi-sugiyama-9780128021217","title":"Introduction to Statistical Machine Learning","description":"\u003cp\u003eMachine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined together they are a powerful tool for analysing various kinds of data in many computer science\/engineering areas including, image processing, speech processing, natural language processing, robot control, as well as in fundamental sciences such as biology, medicine, astronomy, physics, and materials. \u003c\/p\u003e\u003ci\u003e \u003c\/i\u003e\u003cp\u003eIntroduction to Statistical Machine Learning provides a\u003ci\u003e \u003c\/i\u003egeneral introduction to machine learning that covers a wide range of topics concisely and will help you bridge the gap between theory and practice. Part I discusses the fundamental concepts of statistics and probability that are used in describing machine learning algorithms. Part II and Part III explain the two major approaches of machine learning techniques; generative methods and discriminative methods. While Part III provides an in-depth look at advanced topics that play essential roles in making machine learning algorithms more useful in practice. The accompanying MATLAB\/Octave programs provide you with the necessary practical skills needed to accomplish a wide range of data analysis tasks.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Masashi Sugiyama\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128021217\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128021217\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Morgan Kaufmann Publishers\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/25\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 534\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.20h x 7.50w x 1.00d","brand":"Masashi Sugiyama","offers":[{"title":"Paperback","offer_id":44227503194367,"sku":"9780128021217","price":130.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2c1ed4d5-4b18-482a-8609-6d22bb3761f3.jpg?v=1692809042","url":"https:\/\/www.whiterainbookhouse.com\/products\/introduction-to-statistical-machine-learning-masashi-sugiyama-9780128021217","provider":"WR Book House","version":"1.0","type":"link"}