Statistical Learning
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Dernière mise à jour :
26 juillet 2025
Springer
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
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Language Published: English
Binding: Hardcover
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Springer International Publishing AG
An Introduction to Statistical Learning: With Applications in Python
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An Introduction to Statistical Learning: With Applications in R
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An Introduction to Statistical Learning: with Applications in R Springer Texts in Statistics
Books Subjects Computing Internet Computer Science AI Machine Learning Books Subjects Computing Internet Software Graphics Business Home Office Books Subjects Science Nature Maths Mathematics Education Higher Education Books Subjects Science Nature Maths Mathematics Probability Statistics Books Subjects Scientific Technical Medical Mathematics Applied Mathematics Statistics Probability
Product Type: ABIS BOOK
Brand: Springer
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O'Reilly Media
Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
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Springer
An Introduction to Statistical Learning: with Applications in R
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This book presents some of the most important modeling and prediction techniques, along with relevant applications
Topics include linear regression, classification, re-sampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented.
Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform
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Springer International Publishing AG
Statistical Learning in Genetics: An Introduction Using R
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SAS Institute
Introduction to Statistical and Machine Learning Methods for Data Science
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Wiley
Statistical Learning Theory
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Springer International Publishing AG
A First Course in Statistical Learning: With Data Examples and Python Code
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CRC Press
Statistical Machine Learning
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learning
introduction to statistical learning