I would like to “sell” metaflow to our devs who us...
# ask-metaflow
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I would like to “sell” metaflow to our devs who use CI/CD and github actions and started to “reimplemt” an MLOPs framework. Let us say as data scientist I created a model using metaflow (scheduled) steps for data engineering, hyper parameter optimisation etc. As it stands I currently hand over a pickle file, which is wrapped into FastAPI. I would like to help to automate this step with metaflow as well also involving CI/CD (?) and possibly even measure model degradation using some metric in metaflow and facilitate automatic deployment if threshold is met. If not hold back and send message or so. We also use AWS and Sagemaker but find the latter to restrictive … Is there some “hello world” example I could use to help to sell MetaFlow as THE (?) MLOps framework? Any pointers appreciated please. Thanks!
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