Following the iterative process of model development, model deployment is the step where we integrate the ML model into a production environment.

Source: https://www.nature.com/articles/s42256-020-0185-2

Deployment Architecture Comparison

Model Persistence

In-House Model Deployment

Deployment Considerations

Model Deployment as a Service

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