To meet the demands of higher education reform and innovative talent cultivation, the teaching team of Tarim University, with ability cultivation as the core, has established a new “331” university mathematics teaching system. Through the multi-dimensional linkage of master teachers’ guidance, course optimization, stratified teaching, practical reinforcement, and competition-driven, it has significantly improved students’ mathematical application ability and innovative quality.