An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) 1st ed. 2013, Corr. 7th printing 2017 Edition

4.7 out of 5 stars 551 ratings
ISBN-13: 978-1461471370
ISBN-10: 1461471370
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Frequently bought together

  • An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
  • +
  • The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
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  • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Total price: $139.73
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Editorial Reviews

Review

“Data and statistics are an increasingly important part of modern life, and nearly everyone would be better off with a deeper understanding of the tools that help explain our world. Even if you don’t want to become a data analyst―which happens to be one of the fastest-growing jobs out there, just so you know―these books are invaluable guides to help explain what’s going on.” (Pocket, February 23, 2018)

Review

"An Introduction to Statistical Learning (ISL)" by James, Witten, Hastie and Tibshirani is the "how to'' manual for statistical learning. Inspired by "The Elements of Statistical Learning'' (Hastie, Tibshirani and Friedman), this book provides clear and intuitive guidance on how to implement cutting edge statistical and machine learning methods. ISL makes modern methods accessible to a wide audience without requiring a background in Statistics or Computer Science. The authors give precise, practical explanations of what methods are available, and when to use them, including explicit R code. Anyone who wants to intelligently analyze complex data should own this book." (Larry Wasserman, Professor, Department of Statistics and Machine Learning Department, Carnegie Mellon University)


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Customer reviews

4.7 out of 5 stars
4.7 out of 5
551 customer ratings
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Reviewed in the United States on December 16, 2017
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88 people found this helpful
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Reviewed in the United States on June 4, 2017
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Reviewed in the United States on February 13, 2014
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Reviewed in the United States on December 2, 2018
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Top international reviews

Rahul Madhavan
5.0 out of 5 stars Love hate relationship with this book. Yet, a 5 rating with a recommended buy
Reviewed in India on June 4, 2019
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ZigZag
5.0 out of 5 stars This is one of the best books on the cutting edge between statistics and machine ...
Reviewed in the United Kingdom on March 6, 2018
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Docpappy
5.0 out of 5 stars Best statistics book I've read
Reviewed in the United Kingdom on December 12, 2018
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wooMonkey
2.0 out of 5 stars You need a bit of maths/stats knowledge beforehand
Reviewed in the United Kingdom on March 10, 2020
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xenus
5.0 out of 5 stars Recommended introductory text
Reviewed in the United Kingdom on September 17, 2018
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W. M. A.
1.0 out of 5 stars Great book, poor delivery.
Reviewed in the United Kingdom on October 24, 2019
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Pekka Kohonen
5.0 out of 5 stars An absolute classic of statistical aspects of machine learning methods ...
Reviewed in the United Kingdom on October 5, 2017
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David Connell
5.0 out of 5 stars Great read, really enjoying this book
Reviewed in the United Kingdom on February 17, 2017
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GD
5.0 out of 5 stars Good data science book for the practitioners.
Reviewed in India on February 3, 2018
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12 people found this helpful
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Arnab Panja
5.0 out of 5 stars Great book for Data Science.. Look no further for Data Science Introduction
Reviewed in India on December 25, 2018
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Akeel Ahamed
5.0 out of 5 stars Amazing book on the Fundamental algorithms governing the fields of ...
Reviewed in the United Kingdom on January 19, 2018
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VISA
5.0 out of 5 stars this book is a perfect introduction to the book 'Elements of Statistical Learning'
Reviewed in the United Kingdom on November 30, 2018
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Ivan
5.0 out of 5 stars A book you must have on the shelf if you are a computer scientist
Reviewed in the United Kingdom on April 4, 2020
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Gandhis
5.0 out of 5 stars Good
Reviewed in the United Kingdom on July 30, 2018
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Inquisitive Self
5.0 out of 5 stars Five Stars
Reviewed in the United Kingdom on September 30, 2018
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