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Cover of Statistics with R for Machine Learning: Volume 1: Data Preparation and Splitting with R for Machine Learning(The Piet Deventer Investigations)

Statistics with R for Machine Learning: Volume 1: Data Preparation and Splitting with R for Machine Learning(The Piet Deventer Investigations)

(Hardback)

Mohsen Nady,

Arcler Press (Publisher)

Published

2025

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Computing and Information Technology Computer science Artificial intelligence Machine learning

By: Mohsen Nady | Publisher: Arcler Press | Released: 31 Jul 2025

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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.

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