科教导刊2024,Issue(19) :135-137.DOI:10.16400/j.cnki.kjdk.2024.19.043

基于CDIO理念的研究生'机器学习"课程教学改革探索

Exploration of Teaching Reform in Postgraduate"Machine Learning"Course Based on CDIO Concept

刘健 王雪松 袁小平
科教导刊2024,Issue(19) :135-137.DOI:10.16400/j.cnki.kjdk.2024.19.043

基于CDIO理念的研究生'机器学习"课程教学改革探索

Exploration of Teaching Reform in Postgraduate"Machine Learning"Course Based on CDIO Concept

刘健 1王雪松 1袁小平1
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作者信息

  • 1. 中国矿业大学信息与控制工程学院 江苏 徐州 221116
  • 折叠

摘要

研究生"机器学习"是人工智能专业的核心课程,其内容对研究生后续的科研、工作的开展至关重要.文章通过分析以往研究生"机器学习"课程中的多个教学问题,结合多年研究生教学经验与CDIO工程理念,对课程内容进行优化,并提出丰富教学方法和多元化课程考核等举措,在讲授课堂知识的基础上,强调研究生实践、创新、团队协作等能力的培养,为研究生"机器学习"的教学改革提供有价值的经验和启示,提高课程教学质量,为培养人工智能相关领域的人才打下坚实的基础.

Abstract

The graduate course"Machine Learning"is a core course for Al-related majors,and its content is crucial for postgraduate students'subsequent scientific research and work.By analyzing multiple teaching problems in previous graduate courses on"Machine Learning",combining years of teaching experience with the CDIO engineering concept,optimizing the course content,and proposing measures such as enriching teaching methods and diversifying course assessments,we emphasize the cultivation of postgraduate students'practical,innovative,teamwork,and other abilities on the basis of classroom knowledge teaching,providing valuable experience and inspiration for the teaching reform of the graduate course"Machine Learning",improving the teaching quality of the course,and laying a solid foundation for cultivating talents in Al-related fields.

关键词

CDIO理念/机器学习课程/研究生/教学改革

Key words

CDIO concept/machine learning course/postgraduate students/teaching reform

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基金项目

2023年中国矿业大学研究生教育教学改革研究与实践项目(2023YJSJG027)

出版年

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
参考文献量3
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