Compiler principle is a classic and core course in computer major. The content of the course is rich and abstract; as a result both the teaching and learning of the course are quite difficult. In this paper, the teaching of compiler principle for computer major in universities and colleges is discussed from three aspects, which are teaching goal, teaching content and teaching methods.