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00:00 Introduction to Scaling AI in Education
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Classroom Contents
Scaling Educational AI at the Edge
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- 1 00:00 Introduction to Scaling AI in Education
- 2 02:22 Challenges in Implementing AI in Schools
- 3 03:24 Addressing Infrastructure and Expertise Gaps
- 4 05:08 Governance, Privacy, and Resource Constraints
- 5 08:57 Data Distribution Challenges in Education
- 6 11:46 Empowering Educators with Low-Code Platforms
- 7 18:04 Ensuring Privacy in Educational AI
- 8 22:09 Combating Bias in Educational AI
- 9 25:52 Distributed ML Ops Architecture for Education
- 10 29:57 Containerization for Offline AI Capabilities
- 11 34:00 Automated Retraining Pipelines
- 12 38:57 Federated Learning in Education
- 13 42:41 Effective Monitoring Strategies
- 14 46:47 Roadmap for Implementing ML Ops in Schools
- 15 49:41 Real-World Impact and Key Takeaways
- 16 52:17 Conclusion and Final Thoughts
