How to learn the theoretical underpinnings and gain the practical to powerfully apply these techniques to new problems, is an important question for machine learning course. This paper proposes a case- study teaching method. In the class, students get
hands-on experience with machine learning from a comprehensive practice case, and acquire the complete knowledge system by adjusting the steps and parameters of an integrated case. The practice results show that this method can effectively help students understand theoretical knowledge and improve the practical ability.
年卷期日期: 2021-11-10
出版日期: 2021-11-01
基金资助:
防灾科技学院教育研究与教学改革项目,项目编号:JY2021B26,JY2020B33。
作者简介: 杨光(1984-),女,工学博士,副教授,研究方向为机器学习、图像处理。
引用本文:
杨 光 陈亚睿.
机器学习案例化教学方法研究
[J]. 电脑与电信, 2021, 1(11): 33-36.
YANG Guang CHEN Ya-rui.
A Case-study Teaching Method for Machine Learning Course