深度学习经典教材

一、机器学习

1.吴恩达机器学习(视频教程)
(1)视频:https://study.163.com/course/introduction.htm?courseId=1004570029
(2)笔记:http://www.ai-start.com/ml2014/
2.周志华:机器学习(教程)
3.李航:统计学习方法
4.李宏毅:机器学习
(1)视频:https://www.bilibili.com/video/av10590361?from=search&seid=456509998694502607

二、深度学习

1.吴恩达:深度学习(视频教程)
(1)视频:https://mooc.study.163.com/smartSpec/detail/1001319001.htm
(2)笔记:
2.李宏毅:深度学习

  • (1)视频:https://www.bilibili.com/video/av9770302?from=search&seid=456509998694502607

  • (2)李宏毅2017 深度学习GAN课程
    https://www.bilibili.com/video/av18603573?from=search&seid=456509998694502607

  • (3)李宏毅深度学习合辑
    https://www.bilibili.com/video/av19145699?from=search&seid=456509998694502607

  • (4)深度学习理论 Deep Learning Theory
    https://www.bilibili.com/video/av20961661?from=search&seid=4753772315676173168
    3.博客:https://www.zybuluo.com/hanbingtao/note/433855

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