Data Mining is an important core course in the direction of big data and artificial intelligence,and this course mainly trains students to combine problem scenarios and social needs under the data-driven paradigm,and have the ability to use data mining methods and techniques to analyze and solve practical problems.In response to the"pain points"in the teaching process of data mining courses,to cultivate innovative talents with engineering skills,this article explores and constructs strategies and methods for teaching reform of data mining courses based on"teaching and competition collaboration"from three dimensions:curriculum content system,discipline competition system,and curriculum team system.This provides ideas for the development of big data and artificial intelligence-related majors in local universities.
teaching reformteaching and competition collaborationdata miningcourse contentcompetition systemcourse team