Abstract:Constructing high-quality courses and cultivating high-qualified talents are crucial components of the higher education system in China. In the post-pandemic era, China’s demand for high-tech talents with independent development awareness and core competencies in the field of public health is constantly increasing. Under the guidance of deep learning principles and supported by digital intelligent technologies, the core course Virology Testing in the health inspection and quarantine major at the School of Public Health, North China University of Science and Technology has established a three-dimensional educational framework encompassing knowledge transmission, competency development, and value cultivation. This innovation promotes students’ high-level cognition and application ability of the professional knowledge of Virology Testing and enriches students’ emotional experiences and core competencies.