Machine Learning Technology and Applications is a specialized course designed for automation majors in Beijing Information Science and Technology University,aimed at enabling them to master machine learning technology and perform data analysis functions such as perception,prediction,planning,and decision-making in the context of new engineering disciplines.In response to the issues of balancing knowledge transmission and nurturing spirit,high requirements for machine learning mathematical foundations,and individualized teaching,we integrate ideological and political elements into the entire teaching process,extract basic,practical and cutting-edge theoretical teaching content,and set up classic,semi designed and innovative practical teaching content based on the Baidu platform.We also explore teaching methods that respect individuality through layering,grading,and grouping.It stimulates the learning enthusiasm of students at different levels,while consolidating their theoretical foundation,cultivating their practical ability,innovative thinking and cooperative consciousness.Practice has proven that the curriculum construction has achieved good results and can achieve the goal of empowering automation professionals with the concept of"artificial intelligence+"and school enterprise cooperation.
new engineering disciplinesMachine Learning Technology and Applicationscurriculum constructioncurriculum ideology and politicsschool enterprise cooperation
万方数据
维普
