Based on the current situation of Linear Algebra classroom teaching, this paper attempts to assist classroom teaching with the help of mobile terminals and Superstar learning APP. Finally, using the statistical method, the teaching practice effect is analyzed from the quantitatively and qualitatively. It shows that the students' enthusiasm and initiative are aroused through the diversified learning in Linear Algebra teaching, which is complementary to the improvement of the teaching effect.