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首页介绍一个牛人的机器学习PPT
介绍一个牛人的机器学习PPT

Andrew Ng,斯坦福大学教授,同时也是Google公司某个机器学习项目的负责人,再同时,他就是那个“Google猫脸识别”的创造者。什么?你没听说过前段时间媒体上很火热的“Google猫脸识别”?赶紧Google吧;此人在人工智能领域造诣颇深,最近几年的研究兴趣主要在无监督学习、深度神经网络、深度学习方面,笔者要介绍的这个PPT也是关于这方面的,有兴趣的朋友请自己去下
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Andrew Ng
Machine Learning and AI
via Brain simulations
Andrew Ng
Stanford University & Google
Adam Coates Quoc Le Honglak Lee Andrew Saxe Andrew Maas Chris Manning Jiquan Ngiam Richard Socher Will Zou
Kai Chen Greg Corrado Jeff Dean Matthieu Devin Rajat Monga Marc’Aurelio Paul Tucker Kay Le
Ranzato
Stanford:
Google:
Thanks to:

400
100,000

Andrew Ng
This talk
The idea of “deep learning.” Using brain simulations, hope to:
- Make learning algorithms much better and easier to use.
- Make revolutionary advances in machine learning and AI.
Vision is not only mine; shared with many researchers:
E.g., Samy Bengio, Yoshua Bengio, Tom Dean, Jeff Dean, Nando de
Freitas, Jeff Hawkins, Geoff Hinton, Quoc Le, Yann LeCun, Honglak
Lee, Tommy Poggio, Ruslan Salakhutdinov, Josh Tenenbaum, Kai
Yu, Jason Weston, ….
I believe this is our best shot at progress towards real AI.

Andrew Ng
What do we want computers to do with our data?
Images/video
Audio
Text
Label: “Motorcycle”
Suggest tags
Image search
…
Speech recognition
Music classification
Speaker identification
…
Web search
Anti-spam
Machine translation
…

Andrew Ng
Computer vision is hard!
Motorcycle
Motorcycle
Motorcycle
Motorcycle
Motorcycle
Motorcycle
Motorcycle
Motorcycle
Motorcycle
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