{"product_id":"introduction-to-statistical-machine-learning-9780128021217","title":"Introduction to Statistical Machine Learning","description":"\u003cp\u003e • Author(s): Masashi Sugiyama\u003cbr\u003e • Publisher: Morgan Kaufmann Publishers\u003cbr\u003e • Publisher Imprint: Morgan Kaufmann Publishers\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"Morgan Kaufmann Publishers","offers":[{"title":"Paperback","offer_id":45310068949143,"sku":"9780128021217","price":7317.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780128021217.webp?v=1769286946","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-statistical-machine-learning-9780128021217","provider":"Atlantic Books","version":"1.0","type":"link"}