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AlbertHG / Coursera Deep Learning Deeplearning.ai

Licence: mit
(完结)网易云课堂微专业《深度学习工程师》听课笔记,编程作业和课后练习

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网易云课堂微专业-Andrew Ng《深度学习》课后练习编程作业和笔记

该仓库包含本课程的所有笔记内容,和课程练习,我珍惜这门课的每一节课,通过对知识的整理能够加深对知识的理解,也通过整理的内容为有需要的童鞋提供些许帮助!!

欢迎 Star

网易云课堂 提供的免费正版的课程资料,给予了我极大的帮助。

博客传送门

笔记

课程地址

deeplearning.ai - 网易云课堂 - 深度学习工程师微专业

参考项目

在整理自己的笔记的时候,从下列道友中参考了很多内容,谢之:

备注

  • GitHub 的 README.md 文件不提供 LaTeX 公式解析,可使用 chrome 浏览器插件GitHub with MathJax
  • 由于 Github 中的文件大小限制规则,编程练习中缺少的数据集文件可以从对应文件夹里边的".gitignore"文件中得知。或者在下方下载完整的作业包。

作业包

神经网络与深度学习

改进深度神经网络:超参数调整,正则化和优化

卷积神经网络

序列模型

License

遵循 MIT 许可证。有关详细,请参阅 LICENSE

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