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K-12 教育中的生成式人工智能

Generative Artificial Intelligence In K–12 Education
课程网址: https://ocw.mit.edu/courses/6-s062-generative-artificial-intellig...  
主讲教师: Prof. Harold Abelson
开课单位: 麻省理工学院
开课时间: 2023-01-01
课程语种: 英语
中文简介:
2017 年转换器架构的出现引发了机器学习的突破,如今,任何人都可以通过自然语言的高级提示创建计算机生成的文章、故事、图片、音乐、视频和程序,所有这些都不需要编码。这激发了教育工作者对生成式人工智能系统对广泛学科的课程和教学方法的影响的热烈讨论。它还提出了如何理解这些系统以及有时为它们提出的夸大其词的说法的问题。本课程将介绍生成式人工智能技术的基础,参与者将探索它为 K-12 教育带来的新机会。它还将描述和探索分析思维框架如何帮助明确这些系统成功和失败的核心问题。大部分工作将以项目为基础,包括实施创新的教学和学习工具,并与 K-12 学生和教师一起测试这些工具。
课程简介: The emergence of transformer architectures in 2017 triggered a breakthrough in machine learning that today lets anyone create computer-generated essays, stories, pictures, music, videos, and programs from high-level prompts in natural language, all without the need to code. That has stimulated fervent discussion among educators about the implications of generative AI systems for curricula and teaching methods across a broad range of subjects. It has also raised questions of how to understand both these systems and the at times overstated claims made for them. This class will introduce the foundations of generative AI technology, and participants will explore new opportunities it enables for K–12 education. It will also describe and explore how an analytical frame of mind can help make clear the core issues underlying both the successes and failures of these systems. Much of the work will be project-based, involving implementing innovative teaching and learning tools and testing these with K–12 students and teachers. 
关 键 词: 转换器架构; 机器学习; 自然语言
课程来源: 麻省理工学院公开课
数据采集: 2024-04-10:chenjy
最后编审: 2024-04-10:chenjy
阅读次数: 10