数据设计与学习 (万芳)DS3632024春 2023春  
2024春 2023春
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选课类别:专业任务 教学语言:英文
课程类别:专业选修课 开课单位:创新创意设计学院
课程层次:本科 获得学分:3.0
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课程简介(教工部数据)
将设计问题看作是决策过程的集合,数据已经成为做出这类决策的重要手段之一。本课程将涵盖数据相关的基础理论与前沿应用,并辅以编程实验使学生掌握实践技能。学生将通过人类活动和自然界产生的数据实例,学习数据的表征、处理、分析、学习以及可视化等技术,从而获得对人类行为、观念、人与环境之间交互的洞察力,沟通信息,进行数据和设计交叉的创造。本课程可根据校外合作机构相关安排等情况组织实地考察,课程内容可能会根据课程目标和实际情况调整。


Viewing design problems as a collection ofdecision-making processes, data has been one of the critical foundations formaking such decisions. This course introduces the basics of data-relatedmethods as well as cutting-edge applications using software or programminglanguage for computational practice. Through case studies of data generatedfrom human activities and nature, students will learn techniques inrepresentation, processing, analysis, learning, and visualization of data, togain insights about human behaviors, perceptions, and the interaction betweenuser and their environment, communicate information, and create for theintersection of data and design. The course will include field trips dependingon availability and external collaborator and the contents are subject tochange to fulfill the course objectives.
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万芳

创新创意设计学院

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