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Documentation of expected Deployment Patterns #241

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@anishshah97

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@anishshah97

Description

There is no clear documentation about how one should approach deployment once using kedro-mlflow (especially with custom models). I would love to see how one integrates CI/CD or other Ops style tools to achieve code -> mlflow model -> deployed model workflows (as many issues are faced trying to use mlflow serve).

Context

Having a clear cut understanding of the deployment patterns one should (subjectively) follow when using kedro and kedro-mlflow makes it a lot easier to understand how to approach MLOps with kedro and kedro-mlflow especially with respect to custom models.

Possible Implementation

Updating the kedro-mlflow-tutorial with a basic example of an end to end workflow.

Possible Alternatives

Adding clear documentation to a README

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documentationImprovements or additions to documentation

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