结合专业应用的线性代数教学模式探索

Exploration of Linear Algebra Teaching Mode Combined with Professional Application

摘要: 针对当前线性代数教学中存在的问题和不足，文章提出将线性代数的知识与相应的专业领域应用相结合的教学模式，简单介绍了线性代数在数字图像处理、机器学习和密码编码学等学科领域中典型的应用教学案例。教学实践表明，该教学模式可以有效增强本课程对学生的吸引力，提高学生学习的热情，提升教学质量。

Abstract: Aiming at the problems and shortcomings in the current linear algebra teaching, this paper puts forward a teaching mode that combines the knowledge of linear algebra with the application of corresponding professional fields, and briefly introduces the typical application teaching cases of linear algebra in digital image processing, machine learning and cryptography. The teaching practice shows that this teaching mode can effectively enhance the attraction of the course to students, improve the enthusiasm of students to learn, and improve the teaching quality.