军校机器学习课程思政教学模式研究

关键词：课程思政；教学模式；教学设计；机器学习；军队院校

中图分类号：G643.2     文献标志码：A          文章编号：2096-000X（2025）18-0193-04

Abstract： Based on the teaching goal of "cultivating virtue and nurturing talents through war"， this paper proposes the curriculum ideological and political education concept， which ismerging theory and practice both in and out of class to lead to innovation， and growing professional teaching and ideological and political education to seek to nurture the talent. Taking Machine Learning and Network Security Applications as an example， innovative measures are proposed from five aspects： reconstructing teaching content， resetting teaching modes， reconstructing teaching methods， enhancing evaluation mechanisms， and practicing ideological and political education. Following the forefront of the current development of artificial intelligence and machine learning， machine learning theory is closely integrated with practical problems in the field of cyberspace security. Guided by national and military research projects， curriculum ideological and political education is perfectly integrated with teaching forms and methods. In the past few years， the effectiveness of education has been significant， and it also provides reference value for the ideological and political design of other professional courses.

Keywords： curriculum ideology and politics; teaching model; teaching design; machine learning; military academics

军校作为高素质军事人才的培养基地，在国防建设中担负着重要使命。（剩余5770字）