MASTERING MACHINE LEARNING WITH R

About This BookGet to grips with the application of Machine Learning methods using an extensive set of R packagesUnderstand the benefits and potential pitfalls of using machine learning methodsImplement the numerous powerful features offered by R with this comprehensive guide to building an independent R-based ML systemWho This Book Is For
If 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 statistics or machine learning will prove helpful.What You Will LearnGain deep insights to learn the applications of machine learning toolsManipulate data in R efficiently to prepare it for analysisMaster the skill of recognizing techniques for the effective visualization of dataUnderstand why and how to create test and training datasets for analysisFamiliarize yourself with fundamental learning methods such as linear and logistic regressionMaster advanced learning methods such as support vector machinesRealize why and how to apply unsupervised learning methodsIn Detail