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

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

    Posted By: yoyoloit
    Date: 21 Apr 2025 08:33:33
    Statistics with R for Machine Learning: Volume 1 Data Preparation and Splitting with R for Machine Learning

    Statistics with R for Machine Learning: Volume 1 Data Preparation and Splitting with R for Machine Learning
    by Mohsen Nady
    English | 2025 | ISBN: 1779564708 | 298 pages | True PDF | 7.27 MB


    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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