{"product_id":"9781783984534","title":"Mastering Machine Learning with R","description":"\u003cp\u003e\u003cb\u003eMaster machine learning techniques with R to deliver insights for complex projects\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGet to grips with the application of Machine Learning methods using an extensive set of R packages\u003c\/li\u003e\n\u003cli\u003eUnderstand the benefits and potential pitfalls of using machine learning methods\u003c\/li\u003e\n\u003cli\u003eImplement the numerous powerful features offered by R with this comprehensive guide to building an independent R-based ML system\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eIf you want to learn how to use R's machine learning capabilities to solve complex business problems, then this book is for you. Some experience with R and a working knowledge of basic statistical or machine learning will prove helpful.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGain deep insights to learn the applications of machine learning tools to the industry\u003c\/li\u003e\n\u003cli\u003eManipulate data in R efficiently to prepare it for analysis\u003c\/li\u003e\n\u003cli\u003eMaster the skill of recognizing techniques for effective visualization of data\u003c\/li\u003e\n\u003cli\u003eUnderstand why and how to create test and training data sets for analysis\u003c\/li\u003e\n\u003cli\u003eFamiliarize yourself with fundamental learning methods such as linear and logistic regression\u003c\/li\u003e\n\u003cli\u003eComprehend advanced learning methods such as support vector machines\u003c\/li\u003e\n\u003cli\u003eRealize why and how to apply unsupervised learning methods\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eMachine learning is a field of Artificial Intelligence to build systems that learn from data. Given the growing prominence of R—a cross-platform, zero-cost statistical programming environment—there has never been a better time to start applying machine learning to your data.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book starts with introduction to Cross-Industry Standard Process for Data Mining. It takes you through Multivariate Regression in detail. Moving on, you will also address Classification and Regression trees. You will learn a couple of “Unsupervised techniques”. Finally, the book will walk you through text analysis and time series.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book will deliver practical and real-world solutions to problems and variety of tasks such as complex recommendation systems. By the end of this book, you will gain expertise in performing R machine learning and will be able to build complex ML projects using R and its packages.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis is a book explains complicated concepts with easy to follow theory and real-world, practical applications. It demonstrates the power of R and machine learning extensively while highlighting the constraints.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47168291602672,"sku":"9781783984534","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781783984534_p0.jpg?v=1763725237","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781783984534","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}