With the ever increasing amounts of data in electronic form, the need for automated methods for data analysis continues to grow. The goal of machine learning is to develop methods that can automatically detect patterns in data, and then to use the uncovered patterns to predict future data or other outcomes of interest. Machine learning is thus closely related to the fields of statistics and data mining, but differs slightly in terms of its emphasis and terminology. This book provides a detailed introduction to the field, and includes worked examples drawn from application domains such as molecular biology, text processing, computer vision, and robotics.

With the ever increasing amounts of data in electronic form, the need for automated methods for data analysis continues to grow. The goal of machine learning is to develop methods that can automatically detect patterns in data, and then to use the uncovered patterns to predict future data or other outcomes of interest. Machine learning is thus closely related to the fields of statistics and data mining, but differs slightly in terms of its emphasis and terminology. This book provides a detailed introduction to the field, and includes worked examples drawn from application domains such as molecular biology, text processing, computer vision, and robotics.

墨菲 练习的完整解决方案和“机器学习：概率性观点” 1 / e的MATLAB示例代码，作者：K。Murphy

Machine Learning A Probabilistic Perspective Kevin P. Murphy 英文版

完整版，带目录，机器学习必备经典；大部头要用力啃。 Machine learning A Probabilistic Perspective

英语在用--剑桥初级英语语法 -------- 本丛书是世界上最畅销的英语语法与词汇学习参考书，迄今读者记逾千万，被誉为“英语学习者的‘圣经’”。 -------- Essential_Grammar_in_Use_3rd_ed[RaymondMurphy].djvu 英文第二版扫描彩色清晰版 djvu格式 使用windjview工具查看(http://windjview.sourceforge.net/) --------- 它专为非英语国家英语学习者编写，在结构上，条理明晰，形式简约顺达；在内容上，解析重点与难点，透彻生动，同时反复练习，巩固成效。 “英语在用”丛书包括语法和词汇两个系列，每系列分3级，分别针对初、中、高级学习者，并配有练习册。既可作为自学用书，也可作为课堂用书。

《Machine Learning A Probabilistic Perspective》 Kevin P. Murphy著，全英文原版