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

By Mohsen Nady

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.

• Format: Library Binding
• Language: English
• ISBN: 1779564708
• ISBN13: 9781779564702
• Release Date: January 2025
• Publisher: Arcler Press
• Length: 295 Pages
• Weight: 1.32 lbs.
• Dimensions: 0.9" x 6.1" x 9.3"