Publications Repository - Helmholtz-Zentrum Dresden-Rossendorf
1 PublicationIntroduction to machine learning operations for HelmholtzAI
Sultova, N.
Abstract
Introduction to machine learning operations for potential usage within HelmholtzAI
This presentation gives an overview of the machine learning operations landscape and our specific use case.
It further presents a detailed comparison between three potential candidates, Metaflow, MLflow and DVC and an outlook based on the gained information.
Keywords: machine learning; mlops; infrastructure; version control
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Lecture (others)
(Online presentation)
Voucher presentation at DESY, 13.07.2021, Dresden, Germany
Downloads
Permalink: https://www.hzdr.de/publications/Publ-32904