Handling Data & Volume Management in Docker for ML in MLOps and Production AI
Why Volume Management Matters
ML systems often require persistent access to datasets and logs.
Best Practices
- Bind mounts
- Named volumes
- Cloud storage integration
Proper storage configuration prevents data loss.

