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    Jun 19, 2024  
American University Catalog 2023-2024 
    
American University Catalog 2023-2024

DATA-413 Data Science (3)


State of the art computational tools for data science. This course builds on the R/tidyverse programming skills developed in DATA-412  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-613 . Usually Offered: fall, spring, and summer. Prerequisite: DATA-412 .