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基于OBE理念的"机器学习基础"课程教学改革探索

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随着学科交叉趋势的发展,越来越多的本科专业开设了机器学习课程。文章梳理了"机器学习基础"课程在教学内容、实验项目、思政元素等方面存在的问题,在此基础上结合OBE理念,从调整教学目标、重构教学内容、开发实验项目、挖掘思政元素、丰富教学方法、多元教学评价、加强团队建设等角度,提出了"机器学习基础"课程教学改革路径,旨在提升专业人才培养的质量。
Exploration of Teaching Reform for"Foundation of Machine Learning"Course Based on OBE Concept
With the development of interdisciplinary trends,more and more undergraduate majors offer machine learning courses.This paper reviews the challenges faced by the course"Fundamentals of Machine Learning"in terms of teaching content,experimental projects,ideological and political elements.On this basis,combined with the concept of OBE,this paper proposes to explore the teaching reform of"Foundation of Machine Learning"from the perspectives of adjusting teaching objectives,reconstructing teaching content,developing experimental projects,exploring ideological and political elements,enriching teaching methods,diversified teaching evaluation,strengthening team building,etc.,in order to improve the quality of professional talent training.

OBE conceptfundamentals of machine learningteaching reformexploration

楚晓琳、王江盼、丁雪

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上海立信会计金融学院金融科技学院 上海 201209

OBE理念 机器学习基础 教学改革 探索

2023年上海立信会计金融学院高地大创新人才培养类项目竞争性项目2022年上海高校青年教师培养资助计划2021年上海立信会计金融学院校级金课建设项目

ZZ202220029

2024

科教导刊
湖北省科学技术协会

科教导刊

影响因子:0.225
ISSN:1674-6813
年,卷(期):2024.(3)
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