{"product_id":"9781788291552","title":"Machine Learning with R: Expert techniques for predictive modeling","description":"\u003cp\u003e\u003cb\u003eSolve real-world data problems with R and machine learning\u003c\/b\u003e\u003c\/p\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003eThird edition of the bestselling, widely acclaimed R machine learning book, updated and improved for R 3.6 and beyond\u003c\/li\u003e\n\u003cli\u003eHarness the power of R to build flexible, effective, and transparent machine learning models\u003c\/li\u003e\n\u003cli\u003eLearn quickly with a clear, hands-on guide by experienced machine learning teacher and practitioner, Brett Lantz\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eBook Description\u003c\/strong\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.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\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.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\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.\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003eDiscover the origins of machine learning and how exactly a computer learns by example\u003c\/li\u003e\n\u003cli\u003ePrepare your data for machine learning work with the R programming language\u003c\/li\u003e\n\u003cli\u003eClassify important outcomes using nearest neighbor and Bayesian methods\u003c\/li\u003e\n\u003cli\u003ePredict future events using decision trees, rules, and support vector machines\u003c\/li\u003e\n\u003cli\u003eForecast numeric data and estimate financial values using regression methods\u003c\/li\u003e\n\u003cli\u003eModel complex processes with artificial neural networks — the basis of deep learning\u003c\/li\u003e\n\u003cli\u003eAvoid bias in machine learning models\u003c\/li\u003e\n\u003cli\u003eEvaluate your models and improve their performance\u003c\/li\u003e\n\u003cli\u003eConnect R to SQL databases and emerging big data technologies such as Spark, H2O, and TensorFlow\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003cp\u003eData scientists, students, and other practitioners who want a clear, accessible guide to machine learning with R.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":46538382344433,"sku":"9781788291552","price":83.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781788291552_p0.jpg?v=1765951232","url":"https:\/\/shop.barnesandnoble.com\/products\/9781788291552","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}