mit-deep-learning-book-pdf README

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MIT Deep Learning Book (beautiful and flawless PDF version)

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville.

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A good project structure is very important for data-science and data-analytics work. I have open-sourced a very effective repo with project starter template: Repo Link

https://github.com/janishar/data-analytics-project-template

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Deep Learning

An MIT Press book Ian Goodfellow and Yoshua Bengio and Aaron Courville

This is the most comprehensive book available on the deep learning and available as free html book for reading at http://www.deeplearningbook.org/

Comment on this book by Elon Musk

Written by three experts in the field, Deep Learning is the only comprehensive book on the subject." -- Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX

This is not available as PDF download. So, I have taken the prints of the HTML content and binded into a flawless PDF version of the book, as suggested by the website itself

http://www.deeplearningbook.org/ says:

What is the best way to print the HTML format?

Printing seems to work best printing directly from the browser, using Chrome. Other browsers do not work as well.

This repository contains

  1. The pdf version of the book which is available in html at http://www.deeplearningbook.org/
  2. The book is available in chapter wise PDFs as well as complete book in PDF.

Some useful links for this learning:

  1. Exercises
  2. Lecture Slides
  3. External links

If you like this book then buy a copy of it and keep it with you forever. This will help you and also support the authors and the people involved in the effort of bringing this beautiful piece of work to public. Buy it from amazon, It is not expensive ($72). Amazon

An MIT Press book

Ian Goodfellow, Yoshua Bengio and Aaron Courville

The Deep Learning textbook is a resource intended to help students and practitioners
enter the field of machine learning in general and deep learning in particular. 
The online version of the book is now complete and will remain available online for free. 

Citing the book

To cite this book, please use this bibtex entry:

@book{Goodfellow-et-al-2016,
    title={Deep Learning},
    author={Ian Goodfellow and Yoshua Bengio and Aaron Courville},
    publisher={MIT Press},
    note={\url{http://www.deeplearningbook.org}},
    year={2016}
}

mit-deep-learning-book-pdf (janishar/mit-deep-learning-book-pdf)

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这是什么?本仓库提供 MIT Press 出版的图书《Deep Learning》(作者为 Ian Goodfellow、Yoshua Bengio 和 Aaron Courville)的 PDF 版本,包括分章节版和完整版。该书原本只能以 HTML 网页形式在线阅读。
这是一本书还是代码库?这只是一组 PDF 文件(由官方 HTML 书籍打印而成),不是代码或软件。
我该怎么使用?浏览仓库,下载你需要的章节 PDF,或完整书籍的 PDF 即可。
阅读这些文件需要什么特别的东西吗?不需要,任何常见的 PDF 阅读器都可以,因为这些都是普通的 PDF 文档。
这是该书的官方 PDF 版本吗?不是。官方只以 HTML 形式发布该书;作者本人使用 Chrome 将 HTML 页面手动打印成 PDF。
这些书籍 PDF 附带了哪些额外的学习资源?仓库中链接了与书籍内容相关的练习、课件幻灯片以及外部资源。
作者为什么要制作 PDF,而不是直接链接 HTML 版本的书籍?官方书籍网站只提供 HTML 版本,没有 PDF 下载,因此作者通过 Chrome 将其打印为整洁的 PDF,便于离线阅读。
谁为这本书背书?埃隆·马斯克(Elon Musk)被引用称其为唯一一本全面介绍深度学习的书,由该领域的三位专家撰写。
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