The Data Mine: Enabling Data Science Across The Curriculum

JOURNAL OF STATISTICS AND DATA SCIENCE EDUCATION(2021)

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摘要
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.
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关键词
Data science, Introductory statistics, Learning communities, Massive datasets, Statistical computing, Undergraduate curriculum
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