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从研究生“机器学习”系列课程的特点出发,结合课程教学组在教学改革方面的实践经验,从教学内容的选择、教学方法的改进、教学手段和考核方法的改革等几方面进行探讨,总结了几点教学改革经验。倡导并实践了问题驱动教学法和互动研讨教学法,并利用网络教学资源、开源工具、多媒体技术等,将传统的课堂讲授模式拓展为多渠道、多形式的研讨式、探究式的互动教学模式,这些教学经验在教学实践中取得良好效果。
Based on the characteristics of graduate students “machine learning ” series of courses, combined with the practical experience of curriculum teaching group in teaching reform, this paper discusses from the aspects of teaching content selection, teaching methods improvement, teaching methods and assessment methods reform, Summed up a few teaching reform experience. Advocacy and practice of problem-driven pedagogy and interactive seminar teaching methods, and the use of online teaching resources, open source tools, multimedia technology, the traditional classroom teaching mode extended to multi-channel, multi-form seminar, inquiry-based interactive teaching mode These teaching experiences have achieved good results in teaching practice.