ISBN: 9781783984527

Master machine learning techniques with R to deliver insights for complex projects About This BookGet to grips with the application of Machine Learning methods using an extensive set of … Mehr…

Master machine learning techniques with R to deliver insights for complex projects 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 ForIf 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 statistical or machine learning will prove helpful. What You Will LearnGain deep insights to learn the applications of machine learning tools to the industryManipulate data in R efficiently to prepare it for analysisMaster the skill of recognizing techniques for effective visualization of dataUnderstand why and how to create test and training data sets for analysisFamiliarize yourself with fundamental learning methods such as linear and logistic regressionComprehend advanced learning methods such as support vector machinesRealize why and how to apply unsupervised learning methodsIn DetailMachine learning is a field of Artificial Intelligence to build systems that learn from data. Given the growing prominence of R?a cross-platform, zero-cost statistical programming environment?there has never been a better time to start applying machine learning to your data. The book starts with introduction to Cross-Industry Standard Process for Data Mining. It takes you through Multivariate Regression in detail. Moving on, you will also address Classification and Regression trees. You will learn a couple of ?Unsupervised techniques?. Finally, the book will walk you through text analysis and time series. The book will deliver practical and real-world solutions to problems and variety of tasks such as complex recommendation systems. By the end of this book, you will gain expert ... Books<

ISBN: 9781783984527

Computer Science General informatics, technology, graphics, computer science, data, application, hardware, internet, programming, software, system, web UK,GB,DE,ES,FR,IT,US,CA,MX,AU,NZ 2… Mehr…

Computer Science General informatics, technology, graphics, computer science, data, application, hardware, internet, programming, software, system, web UK,GB,DE,ES,FR,IT,US,CA,MX,AU,NZ 20151028 English Computer Science 1, Packt Publishing<

2015, ISBN: 178398452X

Kartoniert / Broschiert Theoretische Informatik, mit Schutzumschlag 11, [PU:Packt Publishing]