An Introduction To Statistical Learning
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Springer-Verlag GmbH
An Introduction to Statistical Learning: with Applications in Python (Springer Texts in Statistics)
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
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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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Springer
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
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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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Morgan Kaufmann
Introduction to Statistical Machine Learning (English Edition)
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Morgan Kaufmann
Introduction to Statistical Machine Learning (English Edition)
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SAS Institute
Introduction to Statistical and Machine Learning Methods for Data Science (English Edition)
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An Introduction to Machine Learning (English Edition)
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A Solution Manual and Notes for: An Introduction to Statistical Learning: with Applications in R: Machine Learning (English Edition)
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Springer
Statistical Learning with Math and Python: 100 Exercises for Building Logic (English Edition)
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Wiley
An Elementary Introduction to Statistical Learning Theory (Wiley Series in Probability and Statistics Book 853) (English Edition)
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