{"product_id":"machine-learning-with-r-third-edition-expert-techniques-for-predictive-modeling","title":"Machine Learning with R - Third Edition: Expert techniques for predictive modeling","description":"\u003cp\u003eSolve real-world data problems with R and machine learning\u003c\/p\u003e\u003cp\u003eKey Features:\u003c\/p\u003e\u003cp\u003e * Third edition of the bestselling, widely acclaimed R machine learning book, updated and improved for R 3.6 and beyond\u003cbr\u003e * Harness the power of R to build flexible, effective, and transparent machine learning models\u003cbr\u003e * Learn quickly with a clear, hands-on guide by experienced machine learning teacher and practitioner, Brett Lantz\u003c\/p\u003e\u003cp\u003eBook Description:\u003c\/p\u003e\u003cp\u003eMachine learning, at its core, is concerned with transforming data into actionable knowledge. R offers a powerful set of machine learning methods to quickly and easily gain insight from your data.\u003c\/p\u003e\u003cp\u003eMachine Learning with R, Third Edition provides a hands-on, readable guide to applying machine learning to real-world problems. Whether you are an experienced R user or new to the language, Brett Lantz teaches you everything you need to uncover key insights, make new predictions, and visualize your findings.\u003c\/p\u003e\u003cp\u003eThis new 3rd edition updates the classic R data science book to R 3.6 with newer and better libraries, advice on ethical and bias issues in machine learning, and an introduction to deep learning. Find powerful new insights in your data; discover machine learning with R.\u003c\/p\u003e\u003cp\u003eWhat You Will Learn:\u003c\/p\u003e\u003cp\u003e * Discover the origins of machine learning and how exactly a computer learns by example\u003cbr\u003e * Prepare your data for machine learning work with the R programming language\u003cbr\u003e * Classify important outcomes using nearest neighbor and Bayesian methods\u003cbr\u003e * Predict future events using decision trees, rules, and support vector machines\u003cbr\u003e * Forecast numeric data and estimate financial values using regression methods\u003cbr\u003e * Model complex processes with artificial neural networks - the basis of deep learning\u003cbr\u003e * Avoid bias in machine learning models\u003cbr\u003e * Evaluate your models and improve their performance\u003cbr\u003e * Connect R to SQL databases and emerging big data technologies such as Spark, H2O, and TensorFlow\u003c\/p\u003e\u003cp\u003eWho this book is for:\u003c\/p\u003e\u003cp\u003eData scientists, students, and other practitioners who want a clear, accessible guide to machine learning with R.\u003c\/p\u003e","brand":"gentle books","offers":[{"title":"Default Title","offer_id":44098582741129,"sku":"9781788295864","price":50.0,"currency_code":"HKD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0598\/9289\/1785\/files\/9781788295864.jpg?v=1748253602","url":"https:\/\/thisisgentle.com\/products\/machine-learning-with-r-third-edition-expert-techniques-for-predictive-modeling","provider":"gentle","version":"1.0","type":"link"}