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00:00 Introduction and Overview
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Classroom Contents
Cloud-Native AI - Architectural Patterns for Enterprise Success
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- 1 00:00 Introduction and Overview
- 2 00:55 Traditional vs. Cloud Native AI Deployment
- 3 02:29 Benefits of Containerization
- 4 04:17 Infrastructure as Code IAC
- 5 06:09 Layered Architectural Patterns
- 6 07:49 Training vs. Inference Environments
- 7 09:40 Feature Stores for AI
- 8 11:34 Kubernetes Orchestration Patterns
- 9 13:29 Specialized Hardware Management
- 10 15:02 ML Ops and CI/CD Pipelines
- 11 16:45 Automated Monitoring and Maintenance
- 12 18:40 Conclusion and Key Takeaways
