As a source for the methods of statistical learning…it will probably be a long time before there is a competitor to this book." SHORT BOOK REVIEWS "This book describes modern tools for data analysis. With the exception of the last chapter, it is concerned with "supervised" methods - ...
课程教材:The Elements of Statistical Learning http://www-stat.stanford.edu/~tibs/ElemStatLearn/授课人:复旦大学计算机学院 吴立德教授分节课堂笔记:统计学习精要(The Elements of Statistical Learning)课堂笔记(一):导论和课程大纲 统计学习精要(The Elements of Statistical Learning)课堂笔记(二):简单预测方法,...
While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from ...
TheElementsofStatisticalLearning中文版 网址/Preface/2016-07-20-Preface-to-the-Second-Edition/index.html 原文 The Elements of Statistical Learning 翻译 szcf-weiya 时间 2016-07-20 更新 2018-02-14 状态 Done In God we trust, all others bring data. –William Edwards Deming (1900-1993) 第一版《...
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一本统计书的的中文翻译: The Elements of Statistical Learning (ESL): https://github.com/szcf-weiya/ESL-CN 中文第一章: https://esl.hohoweiya.xyz/01-Introduction/1.
The Elements of Statistical Learning的书评。http://www-stat.stanford.edu/~tibs/ElemStatLearn/ 还是老外人品好,把自己的书免费放在互联网上。
The elements of statistical learning. 2001 During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields... T Hastie,R Tibshirani,J Friedman - 《Journal of the Royal Statistical Society》...
开始读《The Elements of Statistical Learning》,这是一本从统计视角写的书,《PRML》更偏向贝叶斯、概率图模型。 We are drowning in information and starving for knowledge. –Rutherford D. Roger 第一章:介绍 主要分为 supervised learning(包括regression和classification)和unsupervised learning(clustering等)。
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