Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists

The transition from AI/ML models to production-ready AI-based systems is a challenge for both data scientists and software engineers. In this paper, we report the results of a workshop conducted in a consulting company to understand how this transition is perceived by practitioners. Starting from th...

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Bibliographic Details

Published in:	2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN) pp. 129 - 132
Main Authors:	Lanubile, Filippo, Calefato, Fabio, Quaranta, Luigi, Amoruso, Maddalena, Fumarola, Fabio, Filannino, Michele
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01-05-2021
Subjects:	AI/ML models Companies Computational modeling Conferences Data models data products Data science Jupyter notebooks Software
Online Access:	Get full text
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