Statistics with R for Machine Learning: Volume 1 Data Preparation and Splitting with R for Machine Learning

Mohsen Nady

• Publisher: Arcler Press
• Year: 2025
• eBook ISBN:
  9781779566775
• Edition: 0

Data preparation is the foundation of any successful machine learning project. This volume provides a comprehensive guide to cleaning, transforming, and splitting data for machine learning using R, including handling missing values, feature scaling, and stratified sampling. Practical examples and R code demonstrate how to optimize datasets for predictive modeling. The volume is essential for data scientists and machine learning practitioners seeking to build robust models.

Table of contents

• Cover
• Title Page
• Copyright
• ABOUT THE AUTHOR
• TABLE OF CONTENTS
• List of Tables
• Preface
• Chapter 1 Introduction
• Chapter 2 Clean the Raw Data
• Chapter 3 Splitting Data
• Bibliography
• Index
• Back Cover