[P] [D] The benefits of training the simplest model you can think of and deploying it to production, as soon as you can.

• bodywork

  1 335 9.4 Python

  ML pipeline orchestration and model deployments on Kubernetes, made really easy.

  

  I’ve had many successes with this approach. With this in mind, I’ve put together an example of how to make this Agile approach to developing machine learning systems a reality, by demonstrating that it takes under 15 minutes to deploy a Scikit-Learn model, using FastAPI with Bodywork (an open-source MLOps tool that I have built).

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