软件导刊2025，Vol.24Issue(3)：206-210,5.DOI:10.11907/rjdk.241163
大模型驱动的机器学习实践课程教学改革应用
Teaching Reform Application Practice of Machine Learning Practice Course Driven by Large Model
摘要
Abstract
With the rapid development of machine learning technology,cultivating machine learning professionals with practical abilities has become an urgent task in the current education field.The widespread application of big model technology provides an opportunity for machine learning practical courses to cultivate professional talents that meet the needs of the new era.To this end,a reform plan for machine learning practical course teaching based on large models is proposed,aiming to break the constraints of traditional teaching modes,deepen students'understanding of machine learning theory,and cultivate machine learning professionals with innovative thinking and practical application skills.Firstly,adjust and optimize the teaching content to make the curriculum more closely aligned with practical application needs;Second-ly,reform teaching methods to enhance students' learning initiative and practical skills;Finally,by driving practical projects,we aim to culti-vate students' practical application abilities,providing reference and inspiration for cultivating new engineering talents.关键词
大模型/机器学习实践课程/教学内容改革/教学方法改革/实践能力Key words
large model/machine learning practical course/teaching content reform/teaching method reform/practical ability分类
社会科学引用本文复制引用
尹雪妍,钱有程..大模型驱动的机器学习实践课程教学改革应用[J].软件导刊,2025,24(3):206-210,5.基金项目
国家自然科学基金项目(62306152) （62306152）
