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18:30 Tools and Best Practices
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Classroom Contents
Building Reliable Alert Systems for AI Model Monitoring
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- 1 00:00 Introduction to AI Systems in Production
- 2 01:41 Understanding Model Monitoring
- 3 02:00 Key Performance Indicators KPIs
- 4 03:31 Data and Concept Drift
- 5 05:10 Tools for Monitoring AI Systems
- 6 08:06 Examples of Data Drift
- 7 10:58 Concept Drift Explained
- 8 13:33 Importance of Tracking Input and Output
- 9 18:30 Tools and Best Practices
- 10 20:00 Conclusion and Final Thoughts
