Statistics with R for Machine Learning, Volume 3
Data Preprocessing for Machine Learning Using R
Inbunden, Engelska, 2026
2 679 kr
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Before building predictive models, raw data must be cleaned, transformed, and prepared—a process known as data preprocessing. Effective preprocessing enhances the accuracy and reliability of machine learning algorithms. Statistics with R for Machine Learning: Data Preprocessing for Machine Learning using R provides an in-depth guide to statistical tools and techniques essential for preparing data. The book explains data normalization, missing value imputation, outlier detection, and feature engineering using R programming. It also introduces visualization tools and statistical validation methods. Practical examples and R scripts make it an ideal reference for students and data professionals.
Produktinformation
- Utgivningsdatum2026-03-01
- Mått152 x 229 x undefined mm
- FormatInbunden
- SpråkEngelska
- Antal sidor397
- FörlagArcler Press
- ISBN9781779569516