Tweeted By @chipro
Takeaway from @karpathy's CVPR talk:
— Chip Huyen (@chipro) June 24, 2021
The most successful ML projects in prod (Tesla, iPhone, Amazon drones, Zipline) are where you own the entire stack.
They iterate not just ML algorithms but also:
- how to collect/label data
- infrastructure
- hardware ML models run on