Data Science, ML and Analytics Engineering

Model deployment with Google Cloud Functions

In this note, I will tell you how to deploy a model for free up to a certain level of use and not bother with writing a microservice. I note that such a solution is easily integrated, for example, into a web service. All you need is to use Google Cloud Functions.

Google Cloud Functions is a serverless approach, i.e. server services are provided without renting or purchasing equipment. With this approach, the provider manages infrastructure resources, configures and maintains them.

The main advantage of Google Cloud Functions is automatic scalability, high availability and fault tolerance.

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