Data centric AI
2022-07-20 — 2022-07-20
Wherein the study of learning is reframed to prioritize curated datasets, and methods such as data versioning, benchmarking, semi‑supervised augmentation, and summarization are advanced as essential instruments
computers are awful
data sets
provenance
workflow
Noticing that semi-supervised learning, data versioning and benchmarking, data summarization, learning statistics all relate in some sense to improving learning through improving data… BOOM! A new field arises which aims to unify these ideas.