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吴恩达Deeplearning.ai公开课(一)笔记

Lecture 1 -Shallow neural networks

coursera公开课视频地址:https://www.coursera.org/learn/neural-networks-deep-learning? 课程主页地址:http://cs230.stanford.edu/ Introduction 因为我网上已经找到了很好的课程笔记,我觉得自己也没有必要再自己写一遍了,所以之后就不再更新了。笔记地址:https://baoz...

吴恩达Stanford机器学习公开课(二十)笔记

Lecture 20 -Policy search , Pegasus

视频地址:https://www.bilibili.com/video/av49432977/?p=20 课程主页地址:http://cs229.stanford.edu/ Lecture 20 -Policy search , Pegasus 1. Policy search 在策略搜索算法中,提出了两个定义,如下: 定义策略集$\Pi$作为所有可能策略的合集,我们通过对...

吴恩达Stanford机器学习公开课(十九)笔记

Lecture 19 - From non-linear dynamics to LQR,Linear Quadratic Gaussian (LQG)

视频地址:https://www.bilibili.com/video/av49432977/?p=19 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes13.pdf Lecture 19 - Fro...

吴恩达Stanford机器学习公开课(十八)笔记

Lecture 18 - Finite-horizon MDPs,Linear Quadratic Regulation (LQR)

视频地址:https://www.bilibili.com/video/av49432977/?p=18 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes13.pdf Lecture 18 - Fin...

吴恩达Stanford机器学习公开课(十七)笔记

Lecture 17 - Continuous state MDPs and Discretization

视频地址:https://www.bilibili.com/video/av49432977/?p=17 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes12.pdf Lecture 17 - Con...

吴恩达Stanford机器学习公开课(十六)笔记

Lecture 16 - Reinforcement Learning and Control

视频地址:https://www.bilibili.com/video/av49432977/?p=16 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes12.pdf Lecture 16 - Rei...

吴恩达Stanford机器学习公开课(十五)笔记

Lecture 15 - Independent Components Analysis

视频地址:https://www.bilibili.com/video/av49432977/?p=15 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes11.pdf Lecture 15 - Ind...

吴恩达Stanford机器学习公开课(十四)笔记

Lecture 14 - Principal components analysis

视频地址:https://www.bilibili.com/video/av49432977/?p=14 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes10.pdf Lecture 14 - 主成成...

吴恩达Stanford机器学习公开课(十三)笔记

Lecture 13 - Factor analysis

网易公开课视频地址:http://open.163.com/movie/2008/1/L/3/M6SGF6VB4_M6SGKK6L3.html 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes9.pdf ...

吴恩达Stanford机器学习公开课(十二)笔记

Lecture 12 - k-means,Mixtures of Gaussians,EM algorithm

网易公开课视频地址:http://open.163.com/movie/2008/1/O/T/M6SGF6VB4_M6SGKGMOT.html 课程主页地址:http://cs229.stanford.edu/ 课程讲义下载地址:https://yunlongs-1253041399.cos.ap-chengdu.myqcloud.com/Books/cs229-notes7a.pdf...