在高等教育机器学习教学中实施质量保证实践

Y. Chemlal, M. Azouazi
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引用次数: 2

摘要

机器学习和深度学习(ML/DL)的发展改变了社会对技能的期望,也改变了高等教育中ML/DL教学的形式。本文提出了一个正式的系统来提高ML/DL教学,进而提高毕业生的技能。我们提出的系统是基于适应ML/DL教学和学习的质量保证(QA)系统,并在Deming建议的模型上实现,以持续改进QA流程。
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Implementing quality assurance practices in teaching machine learning in higher education
The development of machine learning and deep learning (ML/DL) change the skills expected by society and the form of ML/DL teaching in higher education. This article proposes a formal system to improve ML/DL teaching and, subsequently, the graduates' skills. Our proposed system is based on the quality assurance (QA) system adapted to teaching and learning ML/DL and implemented on the model suggested by Deming to continuously improve the QA processes.
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来源期刊
Mathematical Modeling and Computing
Mathematical Modeling and Computing Computer Science-Computational Theory and Mathematics
CiteScore
1.60
自引率
0.00%
发文量
54
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