AI 名校课程&书籍 需要学习

 斯坦福李飞飞-深度学习计算机视觉

http://study.163.com/course/introduction/1003223001.htm

斯坦福李飞飞-深度学习计算机视觉---视频下载

http://www.jianshu.com/p/182baeb82c71

https://github.com/m2dsupsdlclass/lectures-labs

 

深度学习（中/英） by google

https://cn.udacity.com/course/deep-learning--ud730

 https://stats385.github.io/readings

Neural Network Design 2nd Edtion

http://hagan.okstate.edu/NNDesign.pdf#page=469

andrew ng的视频课程

https://www.coursera.org/instructor/andrewng

https://www.coursera.org/learn/machine-learning

 

https://deeplearning4j.org/neuralnet-overview

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

Introduction to Neural Networks for Java, Second Edition

http://hagan.okstate.edu/NNDesign.pdf#page=469

http://cs231n.stanford.edu/

https://neuralnetworksanddeeplearning.com/chap3.html

https://yjango.gitbooks.io/superorganism/content/

https://hit-scir.gitbooks.io/neural-networks-and-deep-learning-zh_cn/content/

http://deeplearning.net/tutorial/index.html

http://www.deeplearningbook.org/

https://www.deeplearning.ai/

http://forums.fast.ai/t/lesson-11-wiki/2094

http://course.fast.ai/

http://www.fast.ai/

http://jimmysong.io/blogs/tensorflow-and-deep-learning-without-a-phd/

https://codelabs.developers.google.com/codelabs/cloud-tensorflow-mnist/#0

 

http://ofir.io/Neural-Language-Modeling-From-Scratch/

 

http://www.deeplearningbook.org/

https://neuralnetworksanddeeplearning.com/chap3.html

https://see.stanford.edu/Course/CS229/47

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

http://cs231n.stanford.edu/2016/syllabus

http://cs231n.github.io/

http://web.stanford.edu/class/cs224n/

https://web.stanford.edu/class/cs20si/syllabus.html

https://www.coursera.org/learn/neural-networks

https://deeplearning4j.org/neuralnet-overview

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

Introduction to Neural Networks for Java, Second Edition

http://hagan.okstate.edu/NNDesign.pdf#page=469

http://cs231n.stanford.edu/

https://neuralnetworksanddeeplearning.com/chap3.html

https://yjango.gitbooks.io/superorganism/content/

https://hit-scir.gitbooks.io/neural-networks-and-deep-learning-zh_cn/content/

http://deeplearning.net/tutorial/index.html

http://www.deeplearningbook.org/

https://www.deeplearning.ai/

http://forums.fast.ai/t/lesson-11-wiki/2094

http://course.fast.ai/

http://www.fast.ai/

http://jimmysong.io/blogs/tensorflow-and-deep-learning-without-a-phd/

https://codelabs.developers.google.com/codelabs/cloud-tensorflow-mnist/#0

 

All of Statistics - A Concise Course in Statistical Inference.pdf

http://download.csdn.net/download/maimene/9438817

 

Artificial%20Intelligence%20A%20Modern%20Approach%20(3rd%20Edition)

http://download.csdn.net/download/rogerfederer2/7769027

https://dcs.abu.edu.ng/staff/abdulrahim-abdulrazaq/courses/cosc208/Artificial%20Intelligence%20A%20Modern%20Approach%20(3rd%20Edition).pdf

http://ofir.io/Neural-Language-Modeling-From-Scratch/

Hinton

https://www.coursera.org/learn/neural-networks/home/welcome

https://classroom.udacity.com/courses/ud409/lessons/3624198952/concepts/23417785790923

http://study.163.com/my#/smarts

https://www.amazon.com/Calculus-Lifesaver-Tools-Princeton-Guides/dp/0691130884/ref=sr_1_1?ie=UTF8&qid=1509070611&sr=8-1&keywords=The+Calculus+Lifesaver%3A+All+the+Tools+You+Need+to+Excel+at+Calculus

 

大牛的博客

https://stanford.edu/~songhan/