To meet the educational requirements and professional training goals of the big data era,a comprehensive analysis and teaching reform plan is designed for the course of Data Mining and Analysis.Clear teaching objectives and strategies are proposed from four aspects:mastering algorithm principles,enhancing programming skills,improving comprehensive application abilities,and integrating ideological and political education into the curriculum.The teaching method adopts collaborative project-based teaching and blended teaching,while the assessment and evaluation mechanism is correspondingly reformed,with more emphasis placed on quantitative assessment of practical abilities and individual contributions.The implementation effectiveness of the reform plan is verified through the students'performance in subject competitions and scientific research,providing a basis for the improvement of teaching quality and big data talents cultivation.
Data Mining and AnalysisApplication CapabilityProject assessment
NETL
NSTL
万方数据
