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Thoughts by Sarah Diot-Girard

PyData Amsterdam 2019

How to easily set up and version your Machine Learning pipelines, using DVC and MLV-tools

Have you ever heard about Machine Learning versioning solutions? Have you ever tried one of them? And what about automation? Learn how to easily build versionable pipelines! This tutorial explain through small exercises how to setup a project using DVC and MLV-tools.

This workshop was given in collaboration with my co-worker St├ęphanie Bracaloni.

All the ressources and tutorials on MLV-tools are available in this GitHub repository.