Encapsulation

Packaging models in a way that allows them to be deployed consistently across different environments (on-premises, cloud, hybrid), often using containers or APIs. Encapsulation abstracts dependencies and execution requirements, making models portable, scalable, and easier to integrate into production pipelines.

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