使用 Google Colab 和 Gradio 创建在线互动学生学习模块的示例和教程

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Ricardo Ferreira, Michael Canesche, Peter Jamieson, Omar P. Vilela Neto, Jose A. M. Nacif
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引用次数: 0

摘要

本作品提供了在线学习模块,并说明了教育工作者如何利用这些技术帮助学生在个性化的在线环境中学习。我们特别关注谷歌 Colab 以及 Gradio Python 库提供的功能,以便在这些模块中提供交互性。这项工作的贡献包括(1) 利用 Gradio/Colab 开发了一个教学框架,为教育工作者和学生提供自动评分和反馈;(2) 设计了一个多功能提案,为初学者提供了一个简单明了的界面,同时满足了高级学习者的需求;(3) 创建了一套为数字逻辑科目教学量身定制的综合示例,可适用于各种计算机科学领域。(4) 根据学生的学习水平对这些示例学习模块进行分类;(5) 基于 Colab/Gradio 的新型客户服务器方法,允许教师有效管理主笔记本,同时为学生提供轻量级和可靠的界面。这项工作的目标是让教育工作者进一步了解云计算为在线补充教育带来的卓越能力,同时注意到大型语言模型(如 ChatGPT)与这项工作相辅相成,因为聊天机器人将能够在这些动态模拟中指导学生。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Examples and tutorials on using Google Colab and Gradio to create online interactive student-learning modules

This work provides online learning modules and instructions on how educators can leverage these technologies to help students learn in a personalized online environment. In particular, we focus on Google Colab, and the features provided by the Gradio Python library to provide interactivity within these modules. The contributions of this work include: (1) Development of a teaching framework using Gradio/Colab that offers automated grading and feedback for both educators and students; (2) Design of a versatile proposal, accommodating beginners with a straightforward interface while addressing the needs of advanced learners; (3) Creation of a comprehensive set of examples tailored for teaching digital logic subjects, with adaptability for application in various computer science areas. (4) A classification of these example learning modules in terms of their learning level for the students; (5) A novel client-server approach based on Colab/Gradio, allowing teachers to manage the main notebook efficiently while providing a lightweight and reliable interface for students. The goal of this work is to further expose educators to the remarkable capabilities that cloud computing brings to online supplemental education, noting that large language models such as ChatGPT complement this work, in that chatbots will be able to guide students in these dynamic simulations.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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