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Oct 07, 2024
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American University Catalog 2022-2023 [ARCHIVED CATALOG]
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DATA-613 Data Science (3) State of the art computational tools for data science. This course builds on the R/tidyverse programming skills developed in DATA-612 for the collection, organization, analysis, interpretation, and presentation of data. Possible topics include version control, web scraping, text mining, web application development with R Shiny, big data manipulation, R’s statistical modeling functions, and dimensionality reduction and clustering for data exploration. Crosslist: DATA-413 . Usually Offered: fall, spring, and summer. Grading: A-F only. Prerequisite: DATA-612 .
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