Training Future Machine Learning Engineers: A Project-Based Course on MLOps

被引：2
|
作者：
Lanubile, Filippo [1 ,2 ]
Martinez-Fernandez, Silverio [3 ]
Quaranta, Luigi [2 ]
机构：
[1] Univ Bari, Dept Informat, I-70125 Bari, Italy
[2] Univ Bari, Collaborat Dev Res Grp, I-70125 Bari, Italy
[3] Univ Politecn Catalunya BarcelonaTech, Barcelona 08034, Spain
来源：
IEEE SOFTWARE | 2024年 / 41卷 / 02期
关键词：
Codes; Reproducibility of results; Pipelines; Surveys; Data science; Training; Software engineering;
D O I：
10.1109/MS.2023.3310768
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
In this paper, we present an overview of a project-based course on MLOps by showcasing a couple of sample projects developed by our students. Additionally, we share the lessons learned from offering the course at two different institutions.
引用
收藏
页码：60 / 67
页数：8
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