《深度学习入门》封面

深度学习入门

Grokking Deep Learning

Andrew Trask · 初版 2019 年

7人推荐
10位读者提及
15次提及

为什么值得读

  • 数学门槛极低,适合基础薄弱者起步
  • 讲解风格直观清晰,配合Python实操练习
  • 从最简单的输入向量逐步构建神经网络

Hacker News 上怎么说

  • 我一直在跟这本《Grokking Deep Learning》[0]。它还没写完,不过还在积极更新中。我挺喜欢它的讲解风格。到目前为止,我已经学会了怎么搭建一个非常简单的神经网络,一个带有三个输入向量和一个…

    I've been following this book[0] Grokking Deep Learning. This isn't finished yet but in active development. I like the style of explanation. As of now, I've learned how to create a very simple neural network, a neural network with three input vectors and a…

  • 关于 ML 里的 deep learning 这一块,我推荐这本还在写的新书 https://www.manning.com/books/grokking-deep-learning。对数学要求很低,练习是用 Python 写的。

    For the deep learning segment of ML I can recommend the still-being-written text https://www.manning.com/books/grokking-deep-learning. Very low math requirement, exercises in Python.

  • 这篇看得我满脑子问号,代码示例之间明显需要更多解释。我不得不去拼命“脑补”。我最近一直在看 https://www.manning.com/books/grokking-deep-learning,感觉比这个教程强多了。

    This left me with a lot of questions, it could definitely use more explanations between code examples. I had to do a lot of "reading between the lines". I've been reading https://www.manning.com/books/grokking-deep-learning and have been liking it better than this tutorial.

  • 1. 《Grokking Deep Learning》(Andrew W. Trask 著)和《Neural Networks and Deep Learning》(Michael Nielsen 著) 2. 我可能有点跑题了,不过 Judea Pearl 的《The Book of Why》也许对你来说会是本有趣的读物。FloydHub 上有…

    1. Grokking Deep Learning (Andrew W. Trask) and Neural Networks and Deep Learning (Michael Nielsen) 2. I'll probably be off-point here, but maybe The Book of Why (Judea Pearl) could be interesting reading for you. FloydHub has…

  • 你应该看看 Andrew Trask 写的《Grokking Deep Learning》[1]。这是少数几本高中数学水平就能读懂的 Deep Learning 书籍之一。DL 本质上就是给电脑编程,所以自然要求你会…

    You should take a look at Grokking Deep Learning[1] by Andrew Trask. Its one of the few books on Deep Learning which a student with high school mathematics knowledge can read and understand. DL is about programming the computer so its expected you would…

  • 好帖。我想补充几个很棒的资源。- 《Grokking Deep Learning》https://www.manning.com/books/grokking-deep-learning 这是一本极好的书,除了要求会 Python 外不需要任何前置知识,带你把 DL 的基础过一遍。它的讲解非常直观…

    Good post. I want to add several great resources. - Grokking Deep Learning https://www.manning.com/books/grokking-deep-learning This is a fantastic book that assumes no prerequisites other than knowing python, and takes you through the fundamentals of DL. It has very intuitive…

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