数据挖掘与分析课程教学改革与探索
Teaching Reform and Exploration of the Course of Data Mining and Analysis

为了使研究生培养契合大数据时代人才发展的需求，以“数据挖掘与分析”课程为例，以充分激发和培养研究生的独立思考与实践能力为指导思想，分析该课程目前教学环节中存在的问题，提出“结合行业背景、注重案例分析、提高实践能力、改善考核方式”的教学改革思路。该课程教学改革与探索研究有助于提升研究生的学习兴趣与实践能力，也为同类院校开展研究生新工科建设教学改革提供了一定的参考。
To make the postgraduates cultivation meet the demand for the talent development in the era of big data, this paper takes the course of “data mining and analysis” as an example, and fully stimulates and cultivates the independent thinking and the practical ability of postgraduates as the guiding ideology. By analyzing the existing problem in the current teaching of the course, the teaching reform idea of the “combining the industry background, focusing on the case analysis, improving the practical ability, and improving the assessment methods” is proposed. The research of the teaching reform and the exploration of this course are helpful to improve the learning interest and the practical ability of postgraduates, and also provide a certain reference for similar colleges to carry out the teaching reform of new engineering construction for postgraduates.