CodeShake
Published in

CodeShake

Machine Learning from P.O.C to Production

Part 1: ML product global architecture and definitions

source: https://www.flagship.io/test-in-production-memes/

Some definitions

Note: you can also have the same idea with images or natural language processing (NLP) where an image or a sentence is associated with one label.

Global Architecture

Roles in the project (with impact on ML parts):

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store