公开课
台大李宏毅：Machine Learning
http://speech.ee.ntu.edu.tw/~tlkagk/courses_ML17.html
斯坦福李飞飞-CS231n： Convolutional Neural Networks for Visual Recognition
http://cs231n.stanford.edu/
http://cs231n.github.io/
斯坦福吴恩达(Andrew Ng)：Machine Learning
http://cs229.stanford.edu/
多伦多Hinton：Neural Networks for Machine Learning
https://www.coursera.org/learn/neural-networks
百度云：https://pan.baidu.com/s/1i44Fd0T 密码：6ae7
斯坦福Richard Socher-CS224d：Deep Learning and Natural Language Processing：
http://cs224d.stanford.edu/
伦敦大学学院David Silver：Reinforcement Learning
http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
首尔大学Sungjoon：Deep Learning Tutorials for 10 Weeks
https://github.com/sjchoi86/dl_tutorials/tree/master/presentations
斯坦福UFLDL
http://deeplearning.stanford.edu/wiki/index.php/UFLDL%E6%95%99%E7%A8%8B

博客：
神经网络入门
https://segmentfault.com/p/1210000010193365/read
人人都可以做深度学习应用：入门篇
https://zhuanlan.zhihu.com/p/25381420
程序员的深度学习入门指南
https://mp.weixin.qq.com/s?__biz=MzA4ODMwMDcxMQ==&mid=2650891687&idx=1&sn=5cacb7cc40907c4b3080f95a2f007396
LEARNING DEEP LEARNING: THE "BASIC FIVE" - FIVE BEGINNER CLASSES ON DEEP LEARNING
http://thegrandjanitor.com/2017/05/13/learning-deep-learning-the-basic-five-five-beginner-course-on-deep-learning/
A Primer on Deep Learning
https://www.datarobot.com/blog/a-primer-on-deep-learning/
-----------------------------------------------------------------------------------
Conv Nets: A Modular Perspective
http://colah.github.io/posts/2014-07-Conv-Nets-Modular/
卷积神经网络
http://blog.csdn.net/stdcoutzyx/article/details/41596663
Module 2: Convolutional Neural Networks
-----------------------------------------------------------------------------------
Deep Learning vs. Machine Learning – the essential differences you need to know!
https://www.analyticsvidhya.com/blog/2017/04/comparison-between-deep-learning-machine-learning/
WHEN NOT TO USE DEEP LEARNING
http://hyperparameter.space/blog/when-not-to-use-deep-learning/
-----------------------------------------------------------------------------------
A History of Deep Learning
https://www.import.io/post/history-of-deep-learning/
深度学习进化编年大事记
https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247486946&idx=1&sn=52c04d25b7f247a936c4f3809ed1638e
-----------------------------------------------------------------------------------
机器学习日报
http://ml.memect.com/


开源框架评测：
Getting Started with Deep Learning
https://svds.com/getting-started-deep-learning/
机器之心：对比深度学习十大框架
http://www.sohu.com/a/123190925_465975


开源框架：
TensorFlow
https://www.tensorflow.org/
Caffe
http://caffe.berkeleyvision.org/