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

Mohsen Nady (Author)

9781779564702

Hardback, published 31 March 2026

295 pages
22.9 x 15.2 x 1.5 cm, 0.666 kg

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.

• Chapter 1 Introduction
• Chapter 2 Clean the Raw Data
• Chapter 3 Splitting Data