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Python软件在线性代数课程中的应用探索
The Application of Python Software in the Course of Linear Algebra

DOI: 10.12677/AAM.2024.132049, PP. 501-510

Keywords: Python,线性方程组,正交化,二次型
Python
, Linear Equations, Orthogonalization, Quadratic Form

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Abstract:

针对线性代数课程内容较抽象、计算复杂的特点,引入一款合适的软件尤为重要,而Python简单易学,功能强大,正好是教学辅助工具的最佳选择。在教学过程中引入Python,将抽象枯燥的代数理论与有趣的实践练习联系在一起,实现将抽象问题具体化、复杂问题简单化的目标。重点探讨了Python软件在解线性方程组、二次型和正交化三个方面的应用。将软件与传统教学模式相结合,可增强学习的趣味性,提高学生学习兴趣和教学质量。
In view of the abstract content and complex calculation of linear algebra, it is particularly important to introduce a suitable software. Python is easy to learn and powerful, which is the best choice for teaching aids. Python is introduced in the teaching process to link abstract and boring algebra the-ory with interesting practical exercises, so as to realize the goal of concretizing abstract problems and simplifying complex problems. The application of Python software in solving linear equations, quadratic form and orthogonalization is discussed. The combination of software and traditional teaching mode can enhance the interest of learning and improve students’ learning interest and teaching quality.

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