🔄 How to iterate on data to improve your models
Originally posted on twitter.
How do you iterate on the data to improve your models?
At NeurIPS I saw a talk by Peter Mattson and Praveen Paritosh about DataPerf.
They share a framework of three types of tasks and how to benchmark them:
- Training data
- Test data
- Algorithms to automate data work