Original PDF Ebook – Mastering Machine Learning with R – Second Edition2nd Edition – 9781787287471

Original PDF Ebook – Mastering Machine Learning with R – Second Edition2nd Edition – 9781787287471

Master machine learning techniques with R to deliver insights in complex projects_x000D_
About This Book_x000D_
Understand and apply machine learning methods using an extensive set of R packages such as XGBOOST_x000D_
Understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning_x000D_
Implement advanced concepts in machine learning with this example-rich guide_x000D_
Who This Book Is For_x000D_
This book is for data science professionals, data analysts, or anyone with a working knowledge of machine learning, with R who now want to take their skills to the next level and become an expert in the field._x000D_
What You Will Learn_x000D_
Gain deep insights into the application of machine learning tools in the industry_x000D_
Manipulate data in R efficiently to prepare it for analysis_x000D_
Master the skill of recognizing techniques for effective visualization of data_x000D_
Understand why and how to create test and training data sets for analysis_x000D_
Master fundamental learning methods such as linear and logistic regression_x000D_
Comprehend advanced learning methods such as support vector machines_x000D_
Learn how to use R in a cloud service such as Amazon_x000D_
In Detail_x000D_
This book will teach you advanced techniques in machine learning with the latest code in R 3.3.2. You will delve into statistical learning theory and supervised learning; design efficient algorithms; learn about creating Recommendation Engines; use multi-class classification and deep learning; and more.