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00:22 The Problem with AI Model Deployment
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Classroom Contents
Challenges and Takeaways of Managing AI Workloads on Cloud
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- 1 00:00 Introduction and Session Overview
- 2 00:22 The Problem with AI Model Deployment
- 3 01:12 Understanding the AI Workflow
- 4 01:59 Challenges in Data Management
- 5 03:52 Bridging the Development and Production Gap
- 6 04:10 Tools for Cloud Native AI
- 7 04:57 Data Governance and Culture
- 8 06:35 Kubeflow for Seamless AI Deployment
- 9 09:25 AI Gateways and Model Monitoring
- 10 13:19 Leveraging Platform Engineering
- 11 14:15 The Future of AI in Development
- 12 16:13 Conclusion and Key Takeaways
