£133.02

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Arcler Press Statistics with R for Machine Learning, Volume 3: Data Preprocessing for Machine Learning Using R

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Description
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.

Product Specifications
Brand
Arcler Press
Format
library
ASIN
1779569513
Category
Books > Subjects
Domain
Amazon UK
Release Date
01 March 2026
Listed Since
11 February 2026

Barcode

No barcode data available

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