研究生“机器学习”课程教学改革研究

Research of Teaching Reform of “Machine Learning” Course for Postgraduate

"机器学习"是人工智能方向研究生课程体系中的最重要基础课程之一。本文以研究生"机器学习"课程的特点为基础,结合课程教学组的实际教学实践经验,分析了该课程在实际教学中存在的问题,并从教学内容的安排、教学手段的改进、实践能力的培养等几方面对该课程的教学改革进行了探讨,倡导主动学习,线上线下互动学习的教学模式,提升该课程的教学质量和学习效果。

"Machine Learning" is one of the most important basic courses in the postgraduate course system of artificial intelligence.Based on the characteristic of the "Machine Learning" course for postgraduate and the practical teaching experience of our teaching group,we summarize the problems existing in current teaching model of "Machine Learning",and discuss teaching reform issues about the arrangement of teaching content,the improvement of teaching methods,the training of practical ability.In this article,we propose the teaching model of active learning,online and offline interactive learning to improve the teaching quality and learning effect.