用计算机科学课程充实本科数学课程

Chia Hung Kao
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引用次数: 1

摘要

传统数学课程面临着几个问题。课程材料与学生实际数学经验的差距、知识在不同课程中的分散、数学在其他学科中的应用不足等都阻碍了学生的学习。数据科学、机器学习和人工智能的新兴趋势也促使高等教育丰富和完善数学教育。为了更好地培养未来的学生,本研究介绍了用计算机科学课程丰富本科数学课程的经验。本课程是为应用数学专业学生设计实施的,旨在更好地激发学生的学习、参与、练习和创新。它为学生提供了全面的理论和实践知识,以应对当今的挑战和行业要求。本文讨论了三个改进课程的评估、主要发现和经验教训,以便对课程的后续部署和改进有更深入的了解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enriching Undergraduate Mathematics Curriculum with Computer Science Courses
Traditional mathematics curriculum faces several issues nowadays. The gap between course materials and students’ real-life mathematical experiences, the scattering of knowledge in different courses, and the lack of mathematics applications to other subjects all hinder the learning of students. The emerg-ing trends in data science, machine learning, and artificial intelligence also impel higher education to enrich and refine mathematics education. In order to better incubate students for future, the experience of enriching undergrad-uate mathematics curriculum with computer science courses is introduced in this study. The curriculum is designed and implemented for students who major in applied mathematics to better stimulate the learning, participation, exercise, and innovation. It provides students with comprehensive theoretical and practical knowledge for the challenges and industrial requirements now-adays. Evaluations, major findings, and lessons learned from three refined courses are discussed for more insight into the following deployment and re-finement of the curriculum.
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