圖書標籤: 機器學習 信息論 人工智能 計算機 數學 AI Inference 計算機科學
发表于2024-12-25
Information Theory, Inference and Learning Algorithms pdf epub mobi txt 電子書 下載 2024
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.
好書????圈粉
評分讀瞭一點,組會解散瞭,於是沒有繼續下去瞭,感覺這書講得好 detail 啊。 組會在讀的書之一。 水木 AI 版有人推薦,有電子版,有時間看一下。看章節標題似乎很不錯的樣子。
評分作者Mackay,要記住的。買瞭一本中文的,要中英文對照著讀。這本書是真是練習內功呀。
評分I only read it a little
評分: G201/M153
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...
評分学习信息论的时候,老师推荐的,然后就买来了。实例很多,习题也很经典,花费了一个学期看了一遍,感觉对信息论的理解完全高了好多个层次。
評分我感觉啊,这本书写的条理很清晰,可是太简明扼要了好像,我读不懂。可我碰到的问题上面有介绍,我又没找到其它地方,我只有读这个,可我读不懂。我郁闷。
評分信息论是我觉得最有用的课程之一,不管是科研,还是现实生活。 首先从信息论的角度看数字编码,从二进制,十进制,再到二十进制,其实是在用越来越多的符号来编码无穷尽的数字。二进制只需要两个符号0,1就可以编码所有数字,每个字符信息量较小,代价就是编码长度及其长,不利...
評分信息论是我觉得最有用的课程之一,不管是科研,还是现实生活。 首先从信息论的角度看数字编码,从二进制,十进制,再到二十进制,其实是在用越来越多的符号来编码无穷尽的数字。二进制只需要两个符号0,1就可以编码所有数字,每个字符信息量较小,代价就是编码长度及其长,不利...
Information Theory, Inference and Learning Algorithms pdf epub mobi txt 電子書 下載 2024