人工智能专业课程教学的探究与实践——以“机器学习技术”课程为例

Exploration and practical on course teaching of artificial intelligence specialty:taking the course“Machine Learning Technology”as an example

在人工智能技术的发展和理念下,高等教育向智能化方向发展,这势必会引起教育教学改革的潮流,人工智能专业更是如此。文章立足于人工智能专业中的核心课程——“机器学习技术”,探索了该课程的教学实践;通过线上线下混合式、以问题为导向的项目案例化教学方式,解决了传统教学中教学方式单一、应用实践较少且简单的问题。这种教学方式能够使得学生更容易掌握算法的原理,极大地提升了学生的知识应用能力。

Under the development and concept of artificial intelligence technology,the education in higher colleges is developing towards more intelligent which causes a trend of reforming the education and teaching.It applies all the more so in artificial intelligence specialty.This paper explores the practical of teaching on the core course of“Machine Learning Technology”in artificial intelligence specialty.Through exploration on the online and offline blended and case-based projects which using problem-oriented teaching model,it solves problems on traditional teaching method which is too single and the applications are too few and simple.This teaching model make students easier master the principle of algorithm and greatly improve students’ability to apply knowledge.