Data in Deployment
The Hugging Face 🤗 Data Measurements Tool
We created the Hugging Face 🤗 Data Measurements Tool, a no-code interface that helps empower members of the AI community to build, measure, and compare datasets.Â
Sasha Luccioni
Data-centric AI Resource Hub
Find the latest developments and best practices compiled here, so you can begin your Data-centric AI journey!
What is Data-centric AI?
Data-centric AI is the discipline of systematically engineering the data used to build an AI system.
Latest Posts
Past and Future of data centric AI
Olga Russakovsky This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Finding millions of label errors with Cleanlab
Curtis G. Northcutt, Anish Athalye, Jonas Mueller This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Q&A with Morning Invited + Keynote Speakers
Sharon Zhou, Douwe Kiela, Peter Mattson, Michael Bernstein, Praveen Paritosh, Lora Aroyo This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Q&A with Afternoon Invited + Keynote Speakers + Closing Remarks
Andrew Ng, Sharon Zhou, Alex Ratner, D. Sculley, Curtis Northcutt, Carole-Jean Wu This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Algorithms for data-centric AI
Anima Anandkumar This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Technical Debt in ML: A Data-Centric View
This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
D. Sculley
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