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Embrace DevOps Practices to ML Pipeline Development

Embrace DevOps Practices to ML Pipeline Development

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

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Classroom Contents

Embrace DevOps Practices to ML Pipeline Development

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 ML Lifecycle
  4. 4 Q4 Pipeline
  5. 5 Python SDK
  6. 6 Q4 Pipelines
  7. 7 Track artifacts
  8. 8 Replicate public experience
  9. 9 Scope
  10. 10 ML pipelines
  11. 11 IBM Toolchain
  12. 12 CICD Pipeline
  13. 13 Demo Process
  14. 14 Challenges
  15. 15 Resources

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