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maoshuai / Deeplearning.ai Notes

Licence: gpl-3.0
基于Andrew Ng DeepLearning.ai课程的学习笔记

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deeplearnig.ai深度学习笔记

作者:http://imshuai.com

Andrew Ng去年离开百度后,再次投身到了人工智能领域的大众教育上,并推出了deeplearning.ai网站。不过目前课程主要还是托管在Coursera上,deeplearning.ai本身只不过就是一个 Landing page。

该课程在Coursera上以Specialization的形式出现,一共包含5个Coursera,总共16个week的课程:

  • Course 1 Neural Networks and Deep Learning
  • Course 2 Improving Deep Neural Networks
  • Course 3 Structured Machine Learning Projects
  • Course 4 Convolutional Neural Networks
  • Course 5 Sequence Models

课程以订阅的形式提供,订阅的价格是$49/月,因此:学的越快,越省钱。极限情况下可以在7天试用期学完则一分钱不要。不过上班族很难吧,我计划1-2个月完成。

我在学习的过程中,将笔记总结下来,供以后复习,也供后来者参考,欢迎交流。

笔记最初发表在我的博客上:deeplearning.ai深度学习笔记整理,后通过docsify做成在线文档,便于阅读。

本笔记源码发布在github上 https://github.com/maoshuai/deeplearning.ai-notes ,克隆下来放到HTTP服务器上即可观看。

同时笔记也通过github page提供了在线阅读:http://dl-notes.imshuai.com/

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