Monitoring in production: when to retrain
The distribution shift lesson covered noticing drift. This one measures what to do next.
4 steps
220 XP
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Sources
- Sculley, D. et al. 2015 · Hidden Technical Debt in Machine Learning Systems · NeurIPS 2015
- Breck, E. et al. 2017 · The ML Test Score: A Rubric for ML Production Readiness · IEEE Big Data 2017
- Huyen, C. 2022 · Designing Machine Learning Systems · O'Reilly
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