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06:33 Success Metrics Beyond Accuracy
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Classroom Contents
Platform-First Forecasting - Engineering Scalable ML Systems
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- 1 00:00 Introduction to Platform First Forecasting
- 2 00:39 Speaker Background and Experience
- 3 01:12 Agenda Overview
- 4 01:48 Rethinking Machine Learning Based Forecasting
- 5 04:52 Key Components of Platform-Based Forecasting
- 6 06:33 Success Metrics Beyond Accuracy
- 7 09:58 Asymmetric Error Handling in Forecasting
- 8 13:03 Microservices Architecture for ML Systems
- 9 15:05 Containerization and Orchestration Strategies
- 10 17:45 API Design Best Practices
- 11 19:20 Real-World Implementation Success Stories
- 12 22:09 Future Directions and Conclusion
