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...
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…
An Introduction to Statistical Learning 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 twenty years. Th...
机器学习IntroductiontoStatisticalLearning牛浪**贱客 上传26.97MB 文件格式 zip 机器学习 支持向量机 课程主要针对机器学习这个领域,重点介绍了机器学习中的核心算法和理论,使学生通过理论学习掌握机器学习中的经典理论,了解当前最新发展,并学会针对各自学科的具体问题设计算法。具体要求学生掌握支持向量机,人工神经网络、深度...
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...
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" in python. - hardikkamboj/An-Introduction-to-Statistical-Learning
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...
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
An Introduction to Statistical Learning. New York 2013.G. Casella, S. Fienberg, I. Olkin, and Tiribashi, An Introduction to Statistical Learning, vol. 102. 2006.Gareth James et al. An Introduction to Statistical Learning. Springer Science+Business Media New York, 2013 (Corrected at 6th ...