Cultivating high-level talents with innovative spirit and practical ability is the core task of higher education in China. Based on the characteristics and current main problems of practical teaching in finance and economics majors, improvement measures are proposed to construct a new modular practical teaching system, which helps to better cultivate composite and applied talents with innovative thinking, practical ability, and innovative spirit.