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      The Hugging Face 🤗 Data Measurements Tool
      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. 

      Sasha Luccioni
      Sasha Luccioni
      Past and Future of data centric AI

      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

      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

      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

      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

      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

      Technical Debt in ML: A Data-Centric View

      This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.

      D. Sculley
      D. Sculley
      Data-Centric AI with Programmatic Supervision

      Data-Centric AI with Programmatic Supervision

      Alex Ratner This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.

      Dynabench: Rethinking Benchmarking in AI

      Dynabench: Rethinking Benchmarking in AI

      Douwe Kiela This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.

      DataPerf: Benchmarking data for better ML

      DataPerf: Benchmarking data for better ML

      Peter Mattson, Praveen Paritosh This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.

      Peter Mattson
      Good data, bad data: lessons from a decade of crowdsourcing research

      Good data, bad data: lessons from a decade of crowdsourcing research

      This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.

      Michael Bernstein
      Michael Bernstein
      Opening Remarks

      Opening Remarks

      This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.

      Andrew Ng
      Andrew Ng
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