Abstract

In this article, we describe a large-scale living learning community (LLC) for undergraduate students of any major or background. Our students are united by a desire to learn data science skills and to apply those skills in a specific academic discipline or a corporate partner project. We provide explanations of why an LLC is beneficial; the curriculum (motivated by Nolan and Temple Lang); resources required to coordinate such a community; lessons learned from the first year at a large scale; plans for an assessment and a shared resource repository; and plans for an even more accessible, differentiated learning environment in the future.

中文翻译：

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数据矿山：在整个课程中实现数据科学

摘要

在本文中，我们描述了一个大型的生活学习社区（LLC），适用于任何专业或背景的本科生。我们的学生团结在一起，渴望学习数据科学技能，并将这些技能应用到特定的学科或公司合作伙伴项目中。我们提供了关于LLC为何有益的解释；课程（由诺兰和坦普朗发起）；协调这种社区所需的资源；从第一年开始大量汲取的教训；评估计划和共享资源库；并计划在将来建立一个更加便捷，差异化的学习环境。