Bringing Container-Native Simplicity to AI/ML

Bringing Container-Native Simplicity to AI/ML

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01:50 Packaging and Versioning in MLOps

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01:50 Packaging and Versioning in MLOps

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Classroom Contents

Bringing Container-Native Simplicity to AI/ML

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  1. 1 00:00 Introduction to the Talk
  2. 2 00:30 Challenges in AI Model Deployment
  3. 3 01:50 Packaging and Versioning in MLOps
  4. 4 06:34 Introduction to KitOps
  5. 5 07:52 KitOps Model Kit and CLI
  6. 6 10:37 KitOps Pipeline and Demo
  7. 7 17:48 Automating ML Lifecycle with CI/CD
  8. 8 22:15 Conclusion and Resources

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