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Machine Learning with R - Third Edition

Expert techniques for predictive modeling

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This book provides practical guidance on using R for tackling real-world data challenges through machine learning techniques. It covers essential concepts, tools, and methodologies for data analysis, enabling readers to apply machine learning algorithms effectively. The focus is on hands-on examples and case studies, making complex theories accessible for practitioners. Readers will learn to preprocess data, build predictive models, and evaluate their performance, equipping them with the skills needed to solve data-driven problems in various domains.

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Machine Learning with R - Third Edition, Brett Lantz

Język
Rok wydania
2019
Oprawa
(miękka)
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Tytuł
Machine Learning with R - Third Edition
Podtytuł
Expert techniques for predictive modeling
Język
angielski
Rok wydania
2019
Oprawa
miękka
Liczba stron
458
ISBN10
1788295862
ISBN13
9781788295864
Seria
Opis
This book provides practical guidance on using R for tackling real-world data challenges through machine learning techniques. It covers essential concepts, tools, and methodologies for data analysis, enabling readers to apply machine learning algorithms effectively. The focus is on hands-on examples and case studies, making complex theories accessible for practitioners. Readers will learn to preprocess data, build predictive models, and evaluate their performance, equipping them with the skills needed to solve data-driven problems in various domains.