Psychological education is one of the important contents of quality education for college students. Currently, there are many problems in the practice research of psychological education. For example, the understanding of psychological education needs to be further improved; the professionalism of psychological education teachers needs to be strengthened; the psychological education mechanism is not sound enough; and too much emphasis is placed on the psychological test results. Therefore, this paper proposes to raise awareness, emphasize the developmental goals of psychological education in the implementation of the psychological education for college students; we should also provide guarantees and equip professional psychological teachers; the practical and diversified countermeasures should be reflected in the form of psychological education for college students.