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2024-10-03
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.
Shannon真的是我男神。很美妙的一套體係,日常查閱必備。有空可以深入讀讀,會對一些看似莫名其妙的 log 們有更深的體會。
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。
評分機器學習領域中的 Feynman。
評分機器學習領域中的 Feynman。
評分機器學習領域中的 Feynman。
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。
評分可惜看过了,理解不深刻,又忘了。 准备拾起来,虽然基本上工作用不上,就当是完成一个念想吧! 加油!
評分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。
Information Theory, Inference and Learning Algorithms pdf epub mobi txt 電子書 下載 2024