大数据时代下的数据挖掘课程改革探索

Exploration of Data Mining Course Reform in the Era of Big Data

数据挖掘技术作为大数据分析的有效工具已被广泛地引入高校相关专业的人才培养中。本文旨在对数据挖掘课程的现状进行分析,并针对目前存在的问题,从思想认识、内容课时安排、教学理念和方法、学习效果评价等各方面对课程教学改革进行探索,以更好地培养学生学习兴趣,提高学生学习积极性,使学生具备数据挖掘方法处理实际问题的能力。

As an effective tool of big data analysis,data mining has been widely introduced into the personnel cultivating of related majors in universities.The purpose of this paper is to analyze the current situation and existing problems of data mining course.And the educational reform is explored from the aspects of the ideological understanding,the content and class hour arrangement,the teaching idea and method,and the evaluation of learning effect in view of the existing problems。Through a series of measures to better cultivate students'interest in learning,improve their learning enthusiasm,and finally enable students to have the ability to deal with practical problems with data mining methods.