Statistics with R for Machine Learning: Volume 1 Data Preparation and Splitting with R for Machine Learning
| AUTHOR | Nady, Mohsen |
| PUBLISHER | Arcler Press (01/10/2025) |
| PRODUCT TYPE | Hardcover (Library Binding) |
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 Format
Product Details
ISBN-13:
9781779564702
ISBN-10:
1779564708
Binding:
Hardback or Cased Book (Library Binding)
Content Language:
English
More Product Details
Page Count:
295
Carton Quantity:
0
Product Dimensions:
6.06 x 0.87 x 9.29 inches
Weight:
1.32 pound(s)
Country of Origin:
US
Subject Information
BISAC Categories
Computers | Data Science - Machine Learning
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publisher marketing
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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List Price $180.00
Your Price
$178.20