AISF19: Deep Learning to Build Intelligent System by Jeff Dean

Keynote by Jeff Dean at AI NEXTCon Silicon Valley

[achenroad]

0:20 Systems for machine learning
2:43 Restore & improve urban infrastructure
3:49 Advance health informatics
10:37 Engineering better medicines and maybe... Make solar energy affordable, Develop carbon sequestration methods, Manage the nitrogen cycle
12:57 Reverse engineer the brain
16:29 Engineer the tools of scientific discovery
19:33 AutoML: Automated machine learning ("learning to learn")
24:00 More computational power needed. Deep learning is transforming how we design computers
30:15 Machine learning for systems