基于PBL的Python程序设计混合式教学模式探索

Ying Zhu, Ming-Hsiu Liu, Yue Wang, Tao Wu
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摘要

Python编程广泛应用于科学计算、数据处理、可视化、图像处理、自然语言处理、机器学习、人工智能等领域,越来越多的专业开设这门课程,为培养高素质复合型“新工程”人才提供有力支持。本文针对目前Python编程教学存在的不足,从混合教学的目标与思路、PBL模式下混合教学的内容与结构、线上线下教学步骤与教学活动的设计、课程考核体系的设计等几个方面对生物医学工程专业Python编程课程的教学进行了探讨。目的是提高学生的自主学习能力,激发学生的学习动力,从而培养学生综合创新的实际应用能力。
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Exploration on Blended Teaching Mode of Python Programming Based on PBL
Python programming is widely used in scientific computing, data processing, visualization, image processing, natural language processing, machine learning, artificial intelligence and other fields, and more and more majors offer this course to provide strong support for cultivating high-quality composite "new engineering" talents. This paper explores the teaching of Python programming course for biomedical engineering majors in view of the shortcomings of the current teaching of Python programming, from several aspects such as the objectives and ideas of hybrid teaching, the content and structure of hybrid teaching in PBL mode, the design of online and offline teaching steps and teaching activities, and the design of course assessment system. The aim is to enhance students' self-learning ability and motivate them to learn, so as to cultivate their comprehensive and innovative practical application ability.
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