高教学刊2025，Vol.11Issue(31)：46-50,5.DOI:10.19980/j.CN23-1593/G4.2025.31.011
新工科背景下机器学习课程思政教学方法探索
摘要
Abstract
Under the background of the New Engineering initiative,the course Machine Learning has become a indispensable part of curricula for science and engineering disciplines at universities.This study aims to foster morally and intellectually competent talents for the new era by naturally integrating ideological and political education into Machine Learning course.By fusing ideological and political elements,such as social responsibility,technological ethics,and humanistic care etc.into the knowledge framework,a teaching approach involving in knowledge transmission,ability cultivation and value shaping has been constructed.Teaching practices have demonstrated that this approach not only enhances students'professional competencies but also reinforces the students'socialism values.It enables the cultivation of competent talents who possess both patriotism and innovative capability,thereby offering valuable insights for conducting ideological and political education in science and engineering disciplines at universities.关键词
机器学习/通识课/课程思政/教学改革/新工科Key words
Machine Learning/general courses/curriculum ideology and politics/teaching reform/new engineering分类
教育学引用本文复制引用
严资林,匡慈维..新工科背景下机器学习课程思政教学方法探索[J].高教学刊,2025,11(31):46-50,5.基金项目
教育部产学合作协同育人项目"大数据本科专业'数学+'培养实践基地"(202102191063)、"《统计机器学习》教学内容与课程体系改革"(202102191014) （202102191063）
广东省基础学科拔尖人才培养创新实验区项目"力学拔尖人才培养创新实验区"(粤教高函[2024]20号) （粤教高函[2024]20号）
