Stanford c231n(Youtube)××××××Google Deep Learning Course on Udacity
[Coursera] Neural Networks for Machine Learning — Geoffrey Hinton
Neural networks class - Université de Sherbrooke
MIT 6.S094: Introduction to Deep Learning and Self-Driving Car
Oxford Machine Learning: -MIT 6.034 Artificial Intelligence, Fall NVIDIA Deep Learning CoursePractical Deep Learning for CodersDeep Learning and Neural Networks (John Hopkins Univ)
Deep Learning Resource from DL4J
A collection of NIPS Tutorials
Good Blogs:
http://pinouchon.github.io/
https://adeshpande3.github.io/https://yjango.gitbooks.io/superorganism/
Agustinus Kristiadi's Blog(collection of GAN networks explanation and implementation)
http://kexue.fm/cleverhans-blog (security and privacy in machine learning)
David Silver强化学习公开课:
强化学习入门
马尔可夫决策过程MDP
动态规划解决MDP的Planning问题
Model-Free Learning(解决未知Environment下的Prediction问题)
Model-Free Control(解决未知Environment下的Control问题)
求解近似值函数
Policy Gradient
Integrating Learning and Planning(对Environment建立模型)
探索与利用
GAN paper collection:GAN papers
聊天机器人Chat Bot自己动手做聊天机器人
https://tulongf.github.io
/
Tutorial Slides by Andrew MooreTutorial Slides by Andrew Moore
(deep learning git code repo collection)
机器学习 + 深度学习 + 计算机视觉 + 自然语言处理: 原理 实践以及应用 --- 干货分享(持续更新…)