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

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

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Description

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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Product Details

  • Jan 10, 2025 Pub Date:
  • 9781779564702 ISBN-13:
  • 1779564708 ISBN-10:
  • 295.0 pages Library Binding
  • English Language