{"product_id":"machine-learning-for-industrial-applications-hardback-9781394268962","title":"Machine Learning for Industrial Applications (Hardback) 9781394268962","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMachine Learning for Industrial Applications\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eKolla Bhanu Prakash (Edited by), Prakash (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781394268962, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 2 September 2024\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e352 pages\u003cbr\u003e22.9 x 15.2 x 2.2 cm, 1.882 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003cb\u003eThe main goal of the book is to provide a comprehensive and accessible guide that empowers readers to understand, apply, and leverage machine learning algorithms and techniques effectively in real-world scenarios.\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eWelcome to the exciting world of machine learning! In recent years, machine learning has rapidly transformed from a niche field within computer science to a fundamental technology shaping various aspects of our lives. Whether you realize it or not, machine learning algorithms are at work behind the scenes, powering recommendation systems, autonomous vehicles, virtual assistants, medical diagnostics, and much more. This book is designed to serve as your comprehensive guide to understanding the principles, algorithms, and applications of machine learning. Whether a student diving into this field for the first time, a seasoned professional looking to broaden your skillset, or an enthusiast eager to explore cutting-edge advancements, this book has something for you. \u003c\/p\u003e\n\u003cp\u003eThe primary goal of \u003ci\u003eMachine Learning for Industrial Applications\u003c\/i\u003e is to demystify machine learning and make it accessible to a wide audience. It provides a solid foundation in the fundamental concepts of machine learning, covering both the theoretical underpinnings and practical applications. Whether you’re interested in supervised learning, unsupervised learning, reinforcement learning, or innovative techniques like deep learning, you’ll find comprehensive coverage here. Throughout the book, a hands-on approach is emphasized. As the best way to learn machine learning is by doing, the book includes numerous examples, exercises, and real-world case studies to reinforce your understanding and practical skills. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eAudience\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eThe book will enjoy a wide readership as it will appeal to all researchers, students, and technology enthusiasts wanting a hands-on guide to the new advances in machine learning.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003ePreface xix\u003c\/p\u003e \u003cp\u003e1 Overview of Machine Learning 1\u003c\/p\u003e \u003cp\u003e2 Machine Learning Building Blocks 21\u003c\/p\u003e \u003cp\u003e3 Multilayer Perceptron (in Neural Networks) 51\u003c\/p\u003e \u003cp\u003e4 Kernel Machines 63\u003c\/p\u003e \u003cp\u003e5 Linear and Rule-Based Models 73\u003c\/p\u003e \u003cp\u003e6 Distance-Based Models 87\u003c\/p\u003e \u003cp\u003e7 Model Ensembles 103\u003c\/p\u003e \u003cp\u003e8 Binary and Beyond Binary Classification 117\u003c\/p\u003e \u003cp\u003e9 Model Selection 127\u003c\/p\u003e \u003cp\u003e10 Support Vector Machines 149\u003c\/p\u003e \u003cp\u003e11 Clustering 177\u003c\/p\u003e \u003cp\u003e12 Reinforcement Learning 205\u003c\/p\u003e \u003cp\u003e13 Recommender Systems 225\u003c\/p\u003e \u003cp\u003e14 Advancements in Deep Learning 245\u003c\/p\u003e \u003cp\u003e15 Advanced Deep Learning Using Julia Programming 277\u003c\/p\u003e \u003cp\u003e16 Machine Learning for Industrial Applications 297\u003c\/p\u003e \u003cp\u003eIndex 317\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Computer science [\u003ca title=\"See our other books on Computer science\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Computer%20science%20%5BUY%5D%22\"\u003eUY\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-Scrivener","offers":[{"title":"Brand New","offer_id":52433242521880,"sku":"9781394268962","price":126.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781394268962.jpg?v=1784852899","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/machine-learning-for-industrial-applications-hardback-9781394268962","provider":"Freshly Printed Books","version":"1.0","type":"link"}