deep learning入门学习
Posted Yongcheng Jing
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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
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