{"product_id":"9781788295864","title":"Machine Learning with R : Expert techniques for predictive modeling (3RD)","description":"\u003cp\u003eSolve real-world data problems with R and machine learning\u003c\/p\u003e\n\n\u003cp\u003eKey Features\u003c\/p\u003e\n\n\u003cp\u003eThird edition of the bestselling, widely acclaimed R machine learning book, updated and improved for R 3.6 and beyond\n\u003cbr\u003eHarness the power of R to build flexible, effective, and transparent machine learning models\n\u003cbr\u003eLearn quickly with a clear, hands-on guide by experienced machine learning teacher and practitioner, Brett Lantz\u003c\/p\u003e\n\n\u003cp\u003eBook DescriptionMachine 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\n\n\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\n\n\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.What you will learn\u003c\/p\u003e\n\n\u003cp\u003eDiscover the origins of machine learning and how exactly a computer learns by example\n\u003cbr\u003ePrepare your data for machine learning work with the R programming language\n\u003cbr\u003eClassify important outcomes using nearest neighbor and Bayesian methods\n\u003cbr\u003ePredict future events using decision trees, rules, and support vector machines\n\u003cbr\u003eForecast numeric data and estimate financial values using regression methods\n\u003cbr\u003eModel complex processes with artificial neural networks — the basis of deep learning\n\u003cbr\u003eAvoid bias in machine learning models\n\u003cbr\u003eEvaluate your models and improve their performance\n\u003cbr\u003eConnect R to SQL databases and emerging big data technologies such as Spark, H2O, and TensorFlow\u003c\/p\u003e\n\n\u003cp\u003eWho this book is forData scientists, students, and other practitioners who want a clear, accessible guide to machine learning with R.\u003c\/p\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Default Title","offer_id":48816309207275,"sku":"00000_00000_00000_00000","price":115.34,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9781788295864-1.jpg?v=1781703839","url":"https:\/\/kinokuniya.com.sg\/ja\/products\/9781788295864","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}