Experimental Case Design in Machine Learning:Taking Clustering Algorithm as an Example
In order to meet the needs of new engineering talents,this paper proposes to reform the teaching program of comput-er science experimental courses with the OBE concept under the background of artificial intelligence.It adopts the principle of case-based teaching to design the overall experimental program,at the same time,integrates the ideological and political educa-tion of the course into the teaching cases to explore the teaching mode of"to foster virtue through education"and"all-round ed-ucation".In conjunction with the reform and practice of ideological and political education in the machine learning course,tak-ing the clustering algorithm as an example,we introduce the experimental program design,experimental content design and the design of course ideological and political program design in the computer science experimental course,and explore the deep combination of theoretical teaching and practical teaching.The practice shows that the course teaching program has laid the foundation for talent training,and has certain generality and promotion value.
machine learningexperimental caseclustering algorithmnew engineeringcultivation of talent
万方数据
维普
