Understanding Machine Learning(1): A Gentle Start Metoo 被统计和机器学习耽误了的非传统商科生 5 人赞同了该文章 观前提醒 作者为初学者,本文仅为读书笔记,仅供参考,文章可能存在大量错误和叙述不清楚的地方,请在评论区指出,谢谢!文章参考教材:Understanding Machine Learning: From Theory to Algorithms by ...
与Foundations of Machine Learning 不同之处在于,其在第四章 抽出了 Uniform Convergence(依概率一致收敛) 这一特性,这使得对 Agnostic PAC learning 下的泛化界的导出更加清晰。Uniform Convergenc 这一特性其实就是使用 依概率逐点收敛(利用 Hoeffding 不等式)+对整个假设空间的一致性(利用很松的 Union bound)来...
Understanding Machine Learning(2): PAC Learning Metoo 被统计和机器学习耽误了的非传统商科生观前提醒 作者为初学者,本文仅为读书笔记,仅供参考,文章可能存在大量错误和叙述不清楚的地方,请在评论区指出,谢谢!文章参考教材:Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and...
Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ...
Understanding Machine Learning 英文原版 理解机器学习 从理论到算法 Shai Shalev-Shwartz 精装 英文版 进口英语原版书籍 ¥ 718 科研写作 适用于非英语母语人员 第二版 Science Research Writing 英文原版 STEMM学术写作 教材 论文格式规范 ¥ 135 现货 因果推断入门 A First Course in Causal Inference ...
英文原版 Understanding Machine Learning 理解机器学习 从理论到算法 Shai Shalev-Shwartz 精装 英文版 进口英语原版书籍瑞雅进口图书专营店 登录查看更多图片 > 英文原版 Understanding Machine Lea... Shai Shalev-Shwartz 著 京东价 ￥ 促销 展开促销 配送至 --请选择-- 支持 加入购物车 ...
Language:English Book Description:Machine learning makes use of computer programs to discover meaningful...
我稍微仔细看过的还有一本mit出版社的foundations of machine learning，这本新一些，相比之下ssbd那本...
Understanding Machine Learning 2014 Course Lecture Notes and Videos Shai Shalev-Shwartz The course follows the book: [Understanding Machine Learning: From Theory to Algorithms image ](http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/index.html) ...
Machine learning, a field of artificial intelligence (AI), is the idea that a computer program can adapt to new data independently of human action.