基于Python语言的科学计算课程教学改革研究

Research on teaching reform of scientific computing course with Python language

科学计算是一门理论与实践结合的专业课程,该课程对学生的综合能力培养有着至关重要的作用。针对课程对传统软件依赖性强,学生缺乏实践与学习动力等问题,提出将Python程序设计语言及Jupyter大数据分析平台融入科学计算课程的教学改革方法,并在教学内容和教学方式上给出了具体的措施。以数据科学与大数据技术专业课程教学改革为例,这些方法和措施的采用显著地提高了学生的应用和创新能力,证明了教学改革的有效性。

Scientific computing is a professional course which combines theory and practice,it plays an important role in the cultivation of students'comprehensive ability.In view of its strong dependence on traditional software and the lack of practice and learning motivation of students,this paper puts forward the teaching reform of integrating Python programming language and Jupyter big data analysis platform into the scientific computing course,and gives specific measures on teaching content and teaching methods.Taking the teaching reform of the data science and big data technology specialties as an example,the adoption of these methods and measures has significantly improved the application and innovation ability of students,which proves the effectiveness of the teaching reform.