NSF Center for Big Learning (CBL) is under the auspices of the Industry & University Cooperative Research Center (IUCRC) Program of National Science Foundation. With the vision of creating intelligence and leveraging collective wisdom from academia, industry, and governments, the CBL consortium focuses on large-scale deep learning (DL), intelligent platforms, and DL-enabled big data applications in a broad spectrum of disciplines.