Information Theory, Inference and Learning Algorithms epub pdf mobi txt 电子书下载 2025

☆☆☆☆☆
简体网页||繁体网页

David J. C. MacKay

下载链接在页面底部

下载链接1
下载链接2
下载链接3

想要找书就要到静思书屋

book.idnshop.cc

立刻按 ctrl+D收藏本页

你会得到大惊喜!!

发表于2025-03-01

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 复制链接

商品介绍

Cambridge University Press 2003-10-6 Hardcover 9780521642989

Information Theory, Inference and Learning Algorithms epub pdf mobi txt 电子书下载 2025

类似图书点击查看全场最低价

书籍描述

Sir David John Cameron MacKay FRS FInstP FICE (22 April 1967 – 14 April 2016) was a British physicist, mathematician, and academic. He was the Regius Professor of Engineering in the Department of Engineering at the University of Cambridge and from 2009 to 2014 was Chief Scientific Adviser to the UK Department of Energy and Climate Change (DECC). MacKay authored the book Sustainable Energy – Without the Hot Air.

Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.

Information Theory, Inference and Learning Algorithms epub pdf mobi txt 电子书下载 2025

Information Theory, Inference and Learning Algorithms 下载 epub mobi pdf txt 电子书 2025

Information Theory, Inference and Learning Algorithms pdf 下载 mobi 下载 pub 下载 txt 电子书下载 2025

Information Theory, Inference and Learning Algorithms mobi pdf epub txt 电子书下载 2025

Information Theory, Inference and Learning Algorithms epub pdf mobi txt 电子书下载

想要找书就要到静思书屋

book.idnshop.cc

立刻按 ctrl+D收藏本页

你会得到大惊喜!!

读者评价

评分☆☆☆☆☆

##: G201/M153

评分☆☆☆☆☆

##“ this exciting textbook”....才知道MacKay去世了，可惜啊。

评分☆☆☆☆☆

##图文并茂，但是有点废话太多，数学不严谨。

评分☆☆☆☆☆

##读了一点，组会解散了，于是没有继续下去了，感觉这书讲得好 detail 啊。组会在读的书之一。水木 AI 版有人推荐，有电子版，有时间看一下。看章节标题似乎很不错的样子。

评分☆☆☆☆☆

##好书好书太多了，还要继续读第三遍

评分☆☆☆☆☆

##好书?圈粉 1.刚从图书馆借到这本书，顺着书中的支持网站，发现作者把公开课视频也免费放到网上了，还可以直接下到英文原版电子版，这是什么精神~ ”A series of sixteen lectures covering the core of the book "Information Theory, Inference, and Learning Algorithms (Cambridge Un...