Best practices for deploying ML models to production
I've trained a model that performs well in development but I'm not sure how to deploy it properly. What are the considerations for:
- Model versioning
- A/B testing
- Monitoring model performance in production
- Handling model drift
Would love to hear about your experiences with MLOps!
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