Data Science & Analytics

Ray Data

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines.

Publisher / source

Orchestra-Research/AI-Research-SKILLs (found on skills.sh, an awesome list)

Upstream record

Orchestra-Research/AI-Research-SKILLs

Version

Version 1

Published

2026-11-01

Publication review

Approved for publication

Content fingerprint

bcc73b3341dca18c59cad092cb6dedb7ac0bf0bde80467a039921ac0c02256c3