model-deployment
ML Model Deployment
Deploy trained models to production with proper serving and monitoring.
Deployment Options
| Method | Use Case | Latency |
|---|---|---|
| REST API | Web services | Medium |
| Batch | Large-scale processing | N/A |
| Streaming | Real-time | Low |
| Edge | On-device | Very low |
FastAPI Model Server
from fastapi import FastAPI
from pydantic import BaseModel
import joblib
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