Under the background of new engineering, the orientation and requirements of talent training in colleges and universities have been significantly innovated. This paper discusses the problems, solutions and implementation framework of University Computer construction in local universities from the perspective of double first-class. In the teaching of University Computer, the goal of moral education is implemented, the online and offline hybrid intelligent teaching mode is put into practice by combining the talent training needs of new engineering. Through the localization of high-quality MOOC resources, the SPOC curriculum knowledge system with our own characteristic is rebuilt, teaching time and space is expanded with the application of online learning platform, a series of measures, such as increasing practical teaching links and achieving the educational goal of the unity of knowledge and practice, have helped to realize the first-class curriculum construction path of continuous iteration of curriculum transformation.