机器学习 The Machine Learning: A Probabilistic...

机器学习 The Machine Learning: A Probabilistic... 下载 mobi epub pdf 电子书 2024


简体网页||繁体网页
Kevin P Murphy & Franc... 著



点击这里下载
    


想要找书就要到 图书大百科
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

发表于2024-11-05

类似图书 点击查看全场最低价

图书介绍

店铺: 澜瑞外文Lanree图书专营店
出版社: Mit Press
ISBN:9780262018029
商品编码:1092770876
包装:精装
外文名称:The Machine Learning- ...
出版时间:2012-08-24
页数:1104
正文语种:英语


相关图书





图书描述

图书基本信息

机器学习 The Machine Learning: A Probabilistic Perspective
作者: Kevin P. Murphy;Francis Bach;
ISBN13: 9780262018029
类型: 精装(精装书)
语种: 英语(English)
出版日期: 2012-08-24
出版社: Mit Press
页数: 1104
重量(克): 1950
尺寸: 203 x 35 x 229 mm

商品简介

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.

The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package--PMTK (probabilistic modeling toolkit)--that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.


机器学习 The Machine Learning: A Probabilistic... 下载 mobi epub pdf txt 电子书 格式

机器学习 The Machine Learning: A Probabilistic... mobi 下载 pdf 下载 pub 下载 txt 电子书 下载 2024

机器学习 The Machine Learning: A Probabilistic... 下载 mobi pdf epub txt 电子书 格式 2024

机器学习 The Machine Learning: A Probabilistic... 下载 mobi epub pdf 电子书
想要找书就要到 图书大百科
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

用户评价

评分

非常好的购物体验!

评分

书好贵啊,知识啊

评分

原版书啊。好好阅读。增强知识。专业书籍。额额。

评分

书好贵啊,知识啊

评分

原版书啊。好好阅读。增强知识。专业书籍。额额。

评分

书好贵啊,知识啊

评分

海外购买速度挺快。著名的一本机器学习教材

评分

很不错,印刷质量都是一流

评分

书的质量好,物流快,客服态度好!

类似图书 点击查看全场最低价

机器学习 The Machine Learning: A Probabilistic... mobi epub pdf txt 电子书 格式下载 2024


分享链接








相关图书


本站所有内容均为互联网搜索引擎提供的公开搜索信息,本站不存储任何数据与内容,任何内容与数据均与本站无关,如有需要请联系相关搜索引擎包括但不限于百度google,bing,sogou

友情链接

© 2024 book.teaonline.club All Rights Reserved. 图书大百科 版权所有