人工智能时代背景下Python课程的案例教学研究

Research on the Python case teaching in the background of artificial intelligence

人工智能重在实现机器智能,实现的主要方式是机器学习。基于Python简洁及其强大的人工智能算法库,将机器学习方法融入Python课程的教学中显得尤为重要。让学生领悟方法原理并学会使用,是教学的重点和难点。提出了一种直观简易的机器学习方法与Python课程相融合的案例教学方式,能帮助学生更深刻地掌握Python语言,为他们今后在企业中应用奠定基础。

Artificial intelligence focuses on the realization of machine intelligence, and the main way to realize it is machine learning. Because of the simplicity of Python and its powerful artificial intelligence algorithm library, it is very important to integrate the machine learning method into the teaching of Python course. It is the key and difficult point of teaching to let students understand the principle of method and learn to use it. In this paper, a case-teaching method combined intuitive and simple method of machine learning with Python course is put forward, which can help students to master Python language more deeply and lay a foundation for them to use in enterprises in the future.