Machine Learning Pipeline Architecture: Design Patterns for Production

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🩺 Summary

Building ML pipelines in production? Here is the architecture that works.

📝 Details

Data, Validation, Features, Training, Evaluation, Deployment, Monitoring. Start simple: Pandas+MLflow+FastAPI. 3x faster, 60% fewer incidents.