图灵奖获得者John Hopcropt讲座

revolutions

agri revolutions 10000BC

industrial revolution 1700 AD

information revolution 2015 AD

jobs

there used to be elevator operators, but this job disappears, so will drivers

what if 25% of the work force will be needed to produce all the goods and services

we are living in a changing world, job in the future will require a sophisticated education well beyond that available today

China's education

deep learning

many layered network, the first layers learn it's a image, the older layers learn the style and content but lose the iamge pixels

SVM is a big advance, deep networks is a big advance, but we don't under deep networks