MLOps
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  • Overview
  • What is MLOps
  • Principles
    • Solid data foundations
    • Provide an environment that allows data scientists to create and test models
    • A machine learning service is a product
    • Apply continuous delivery
    • Evaluate and monitor algorithms throughout their lifecycle
    • MLOps is a team effort
  • Practices
  • Explore
  • Pitfalls (Avoid)
  • Contributors
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Principles

Solid data foundationsProvide an environment that allows data scientists to create and test modelsA machine learning service is a productApply continuous deliveryEvaluate and monitor algorithms throughout their lifecycleMLOps is a team effort
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Last updated 3 years ago