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Bodywork: GitOps for Machine Learning

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Continuously deploying machine learning projects on Kubernetes - Alex Ioannides

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Outline

  • Why should a machine learning engineer care about CICD?
  • What makes deploying machine learning projects hard?
  • What is Bodywork, what is GitOps all about and how do they help?
  • Example use-cases

About the speaker:

Alex is the co-founder of Bodywork Machine Learning, the creators of Bodywork - an open-source deployment framework for machine learning projects developed in Python.

Prior to this, Alex has spent 8 years with technology companies large and small, developing solutions to their data engineering and machine learning problems: he has been Chief Data Officer for LiveMore Capital, a Machine Learning Engineer within Oracle's Adaptive Intelligent Apps team, and the Head of Data Science for Perfect Channel.

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