我国“十四五”规划明确提出，高等教育发展与改革任务的关键包括适应信息化时代教育教学形态的改变、促进信息技术与教育教学的深度融合。新冠疫情的爆发，使得线上教学得到普遍使用，而计算机网络的高速发展，为推进“互联网+”大环境下的高等教育全面改革提供了有力支撑。本文介绍了重庆大学土木工程学院如何以岩土工程大数据和机器学习课程建设为契机，打造高品质线上线下混合课程的工作。通过全方面提高研究生的科研素质与分析能力，保障高水平学术论文的持续产出，不断丰富研究生的学术成果，有力诠释立德树人的本质与内涵。

The "14th Five-Year Plan" of China clearly states that the key tasks of the development and reform of higher education include adapting to the change of teaching mode in the information age and promoting the deep integration of information technology and education. The outbreak of the new crown epidemic has led to the widespread use of online teaching, and the rapid development of computer networks has provided strong support for promoting the comprehensive reform of higher education in the "Internet +" environment. This paper introduces how School of Civil Engineering of ChongQing University takes the construction of geotechnical engineering big data and machine learning courses as an opportunity to create high-quality online and offline blended courses. By comprehensively improving the research quality and analysis ability of graduate students, ensuring the continuous output of high-level academic papers, and constantly enriching the academic achievements of graduate students, the essence and connotation of morality and education are effectively interpreted.

G642.0; TU43??

重庆市级研究生教改项目(yjg223004)；重庆大学研究生教改项目(cquyjg21205)；重庆大学教学案例项目(20210329)；重庆大学教学改革研究项目(2017Y60)