Metadata

  • URL:: https://lakshmanok.medium.com/no-you-dont-need-mlops-5e1ce9fdaa4b
  • Author:: Lak Lakshmanan
  • Publisher:: medium.com
  • Published Date:: 2022-09-18
  • Tags:: {tag
  • You don’t need to build complex automated drift detection if someone can easily launch a retraining job if they see the model drifting.
  • Simpler solutions exist
  • The majority of problems “solved” by MLOps solutions are already well addressed by standard data processing approaches. You don’t need special ML processing architecture.
  • It is not 2015 anymore.