Automated data science

Automating data science with foundation models

Data science has traditionally taken extensive domain expertise and arduous human effort to design targeted experiments which isolate effects in observational data. We are actively building AI tools to automate and streamline these efforts.



References

2023

  1. Data Science with LLMs and Interpretable Models
    Sebastian BordtBen LengerichHarsha Nori, and 1 more author
    AAAI Explainable AI for Science, 26–28 aug 2023
  2. LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs
    26–28 aug 2023