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00:00 Introduction and Speaker Background
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Classroom Contents
Scaling MLOps with Self-Service Platforms
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- 1 00:00 Introduction and Speaker Background
- 2 00:21 Roadmap Overview
- 3 01:14 Evolution of ML Operations
- 4 02:07 Importance of Self-Service Platforms
- 5 02:50 Platform Architecture
- 6 04:46 Key Components of the Platform
- 7 05:49 Governance Layer
- 8 06:49 Developer Experience and Self-Service
- 9 07:32 Build vs. Buy Decision
- 10 08:15 Future Trends in ML Ops
- 11 10:24 Key Takeaways and Conclusion
