Machine learning model serving for newbies with MLflow

A fully-reproducible, Dockerized, step-by-step tutorial for building an API for your sklearn model

Keep those models flowin’! (Poorly drawn cartoon by author.)

A common problem in machine learning is the fumbling handoff between the data scientists building machine learning models and the engineers trying to integrate these models into working software. The compute…