March 26, 2016

How Scale is Enabling Deep Learning

AI is making rapid progress. To help you stay on the leading edge, Andrew Ng recording a few videos to share the latest trends.

Andrew Yan-Tak Ng is Chief Scientist at Baidu Research in Silicon Valley. In addition, he is an associate professor in the Department of Computer Science and the Department of Electrical Engineering by courtesy at Stanford University. He is chairman of the board of Coursera, an online education platform that he co-founded with Daphne Koller.

He researches primarily in machine learning and deep learning. His early work includes the Stanford Autonomous Helicopter project, which developed one of the most capable autonomous helicopters in the world, and the STAIR (STanford Artificial Intelligence Robot) project, which resulted in ROS, a widely used open-source robotics software platform.

Ng is also the author or co-author of over 100 published papers in machine learning, robotics and related fields, and some of his work in computer vision has been featured in a series of press releases and review








What data scientist should know about deep learning ?





Deep Learning networks can image recognize and create complex label descriptions



Image recognition monetizes really well.

BaiduLight - wearable camera. Sends images back to Baidu Cloud for instant complex captioning



The wearable camera sends images back to Baidu Cloud for instant complex captioning. The captions can be read out to people who are blind.



99% accurate speech accuracy is game changing. You then talk to everything. Cars. Devices. Everything



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