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[R] Looking for an ML platform that also allows for integration with business users?

I have the following overall requirement for an ML platform:

  • Ability for the data engineering team to build pipelines and integrate with ERP apps (hybrid on-prem/cloud), and run and monitor models in production, and store results of the models.
  • Ability for the data science team to perform EDA and run experiments, and then push models to production as needed.
  • Ability for business users (who are not technical and do not know how to code) to interact with the data, not just view reports: Perform Excel like calculations, override predictions that they disagree with, run what-if simulations, etc….and then commit any changes back to the data store.

I have seen multiple ML platforms that provide the first two components, but the business user part is always just a dashboarding capability, not a real interface like the one I described.

Does anybody provide anything like this?

submitted by /u/AlexSnakeKing
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.