As the scale and scope of data collection continue to increase across virtually all fields, statistical learning has become a critical toolkit for anyone who wishes to understand data.An Introduction to Statistical Learningprovides a broad and less technical treatment of key topics in statistical learn...
"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 ...
一、《An Introduction to Statistical Learning》统计学导论学习统计学可以从这本书入手《 An Introduction to Statistical Learning》. 1、作者介绍 作者:加雷斯·詹姆斯(Gareth James)James是南加州大学马歇…
In-depth introduction to machine learning in 15 hours of expert videos ↑这是An Introduction to Statistical Learning 这本书的线上课程,也可以下载书籍pdf、课程的ppt、data等 statlearning.com/ ↑An Introduction to Statistical Learning这本书的主页(基础),R语言代码...
A description, directly from the books' website: As the scale and scope of data collection continue to increase across virtually all fields, statistical learning has become a critical toolkit for anyone who wishes to understand data. An Introduction to Statistical Learning provides a broad and less...
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning - CCTiffany/An-Introduction-to-Statistical-Learning
For years,Introduction to Statistical Learning with Applications in R, better known as ISLR, has been cherished—by both machine learning beginners and practitioners alike—as one of the best machine learning textbooks. Now that the Python edition of the book,Introduction to Statistical Learning with...
"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 ...
This book provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past t