5 ms·
I would say, some combinations of: - Helping with feature engineering at scale - Putting models into production - All of the environmental stuff (Framework v
by malux85 5y ago
I would say, some combinations of:
- Helping with feature engineering at scale
- Putting models into production
- All of the environmental stuff (Framework versions, security patching, etc)
- Monitoring models and model drift
- Supporting hot/swapping models with zero downtime
- Model persistence, A/B testing and evaluation in production
- Distributed hyperparameter tuning