机器学习实践课程教学改革

Reform of Machine Learning Practice Course Teaching

分析当前机器学习实践课程的教学情况,基于培养方式中的教学内容体系性差,教学方式传统单一等潜在问题,经过高校的教学实践,从应用导向的教学模式、实践导向的课程项目和校企合作的项目驱动融为一体的培养方式等多方面探讨课程教学改革的措施,提出机器学习实践课程教学改革要领。使学生不仅熟练掌握了基本的机器学习基础理论与方法,更要加强解决实际问题的能力。

This paper analyzes the current teaching situation of machine learning practice course.Based on the potential problems such as the poor system of teaching content and the single traditional teaching method in t he t raining mode,t hrough t he t eaching practice in Colleges and u niversities,t his paper discusses t he measures of course teaching reform from many aspects such as the application-oriented teaching mode,the practice oriented course project and the project driven training mode of school enterprise cooperation,and puts forward some suggestions The main points of teaching reform of machine learning practice course.So that students not only master the basic theory and method of machine learning,but also strengthen the ability to solve practical problems.