{"product_id":"an-introduction-to-statistical-learning-with-applications-in-r-second-edition","title":"An Introduction to Statistical Learning: With Applications in R – Second Edition","description":"\u003ch2\u003eProduct Description\u003c\/h2\u003e\n\u003cp\u003e\u003cspan\u003eAn Introduction to Statistical Learning: With Applications in R (Second Edition)\u003c\/span\u003e by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani is a comprehensive yet accessible textbook introducing the fundamental concepts and practical techniques of statistical learning.\u003c\/p\u003e\n\u003cp\u003eDesigned for students, researchers, data scientists, and professionals, this book explains important statistical modelling and machine learning methods through clear explanations, practical applications, and real-world examples.\u003c\/p\u003e\n\u003cp\u003eThe book covers essential topics such as linear regression, classification, resampling methods, model selection, regularization, tree-based methods, support vector machines, deep learning, survival analysis, clustering, and multiple testing.\u003c\/p\u003e\n\u003cp\u003eFeaturing practical R programming tutorials and updated examples, the second edition also introduces new chapters on deep learning, survival analysis, and multiple testing. It provides readers with the knowledge and practical skills needed to understand data, develop predictive models, and apply statistical learning techniques across different fields.\u003c\/p\u003e\n\u003cp\u003eAn excellent reference for anyone interested in statistics, data science, machine learning, and predictive analytics.\u003c\/p\u003e\n\u003ch2\u003eAbout the Book\u003c\/h2\u003e\n\u003cp\u003eThis book provides an accessible introduction to statistical learning, a collection of powerful techniques used to analyse complex datasets and make reliable predictions. It balances theoretical foundations with practical implementation using R programming.\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eKey Topics Covered:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eLinear Regression and Classification\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eResampling Methods\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eLinear Model Selection and Regularization\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eTree-Based Methods\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eSupport Vector Machines\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eDeep Learning\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eSurvival Analysis\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eUnsupervised Learning and Clustering\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003eMultiple Testing\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\n\u003cp\u003ePractical Statistical Learning Applications Using R\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"TheeliteBooks.com","offers":[{"title":"Default Title","offer_id":54872911708444,"sku":"BBO-083","price":38.87,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0967\/8261\/4812\/files\/INTRO1.png?v=1794219773","url":"https:\/\/theelitebooks.com\/products\/an-introduction-to-statistical-learning-with-applications-in-r-second-edition","provider":"TheeliteBooks.com","version":"1.0","type":"link"}