MLOps in practice: building and deploying a machine learning app

Foreword

This one aims to provide a friendly introduction to Machine Learning Ops (MLOps) in practice by describing how a simple App able to perform simple mathematical operations using images of single digit numbers was made. It has no intentions at all to be a replacement of any deeper study of the topic, but just a simple hands-on example.

Context

Talking to some colleagues and friends lately gathering some ideas of a nice Machine Learning project to build, I’ve …

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