Mechanical manufacturing engineering is an important professional basic course and degree course for mechanical design, manufacturing and automation and has an important position on the outstanding engineers' training program. The problems existed in the present course teaching of mechanical manufacturing engineering were detailed analyzed and the paper explored constructing the teaching curriculum system and teaching contents for the teaching of outstanding engineers' training and reforming the old, outdated teaching methods and means. The reformation results show that the students' learning enthusiasm and initiative are improved and their engineering consciousness and innovation ability have greatly been improved.