An Introduction to Statistical Learning by Gareth James PDF Download

Download An Introduction to Statistical Learning by Gareth James PDF eBook free. The “An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)” provides an accessible overview of the field of statistical learning.

Description of An Introduction to Statistical Learning by Gareth James PDF

The “An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)” provides a fantastic introduction to the field. Gareth James, Daniela Witten, Trevor Hastie are the authors of this book. This book provides an excellent presentation and a very good compromise between statistics and data analysis. These experts come right and say which methods work best under which circumstances. While there are many fancy algorithms covered in the book, they highlight the advantages of the simpler ones. Emphasis on subjects that are not heavily addressed in most ML books.

An Introduction to Statistical Learning by Gareth James

 

They thoroughly cover the challenges of high-dimensionality, data cleaning, and standardization. They do not limit their attention to these subjects to one chapter. They bring them up continually throughout the book. Dr. Hastie and Dr. Tibshirani are two of the thought leaders in statistical learning. You can be assured that you are learning from the best. While the book does cover the basics, it is not watered down by any means. There is a great deal for any student of statistics beginner or advanced. You will feel excitement as you discover and re-discover the algorithms they present. Highly recommend for anyone curious about statistics and data science.

Detail about An Introduction to Statistical Learning by Gareth James PDF

  • Name: An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
  • Author: Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
  • ISBN: 1461471397
  • Language: English
  • Genre: Mathematical & Statistical Software, Mathematical Physics, Artificial Intelligence
  • Format: PDF/ePub
  • Size: 10 MB
  • Page: 442
  • Price: Free

Download An Introduction to Statistical Learning by Gareth James PDF Free

Click on the button given below to download An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) PDF. You can also Download The Elements of Statistical Learning by Trevor Hastie PDF.

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