Statistics with R for Machine Learning, Volume 3

Before building predictive models, raw data must be cleaned, transformed, and prepared—a process known as data preprocessing.

Effective preprocessing enhances the accuracy and reliability of machine learning algorithms.

Statistics with R for Machine Learning: Data Preprocessing for Machine Learning using R provides an