deep learning入门学习

根据知乎的一些大牛的回答总结出的deep learning入门学习的一些material：

BE NOTED THAT SOME VIDEOS ARE ON YOUTUBE! I BELIEVE THAT YOU KNOW HOW TO ACESS THEM.

1. Andrew Ng的机器学习前四章的内容(线性回归与逻辑回归)

http://open.163.com/special/opencourse/machinelearning.html

http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=MachineLearning

2. CMU Advanced Introduction to Machine Learning PPT

https://link.zhihu.com/?target=http%3A//www.cs.cmu.edu/%7Eepxing/Class/10715/lectures/DeepArchitectures.pdf

3. 做computer vision的同学推荐的学习deep learning在CV中应用的tutorial

http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Tutorial

4. CNN的入门可以参考今年斯坦福刚开的一门课

http://cs231n.stanford.edu/syllabus.html