DAG Card is the new Model Card

3 code implementations • 24 Oct 2021 • Jacopo Tagliabue, Ville Tuulos, Ciro Greco, Valay Dave

Following the intuition behind Model Cards, we propose DAG Cards as a form of documentation encompassing the tenets of a data-centric point of view.

Survive the Schema Changes: Integration of Unmanaged Data Using Deep Learning

no code implementations • 15 Oct 2020 • Zijie Wang, Lixi Zhou, Amitabh Das, Valay Dave, Zhanpeng Jin, Jia Zou

Data is the king in the age of AI.

Data Integration