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What is Model Deployment

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Model deployment is a core concept of MLOps but what does it mean? Simply put, it is the engineering task of exposing an ML model to real use.

What is Model Deployment Resources / Articles / Model Deployment What Is Model Deployment? Model deployment is simply the engineering task of exposing an ML model to real use. The term is often used quite synonymously with making a model available via real-time APIs. Still, we should think about model deployment more broadly – as online inference in the cloud isn't always a necessary or even a desirable solution. This article will walk through the key considerations in model deployment and what it means in different contexts. In the end, we'll show examples of two use cases in our MLOps platfo

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