DATA 413
Data Science
American University · UGRD · Fall 2026
Catalog description
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. Students apply various methods for interacting with and applying artificial intelligence (AI) tools and their ethical implications. Crosslist: DATA-613. Usually Offered: fall, spring, and summer. Grading: A-F only. Prerequisite: DATA-412.
Sections
Current meeting, instructor, credit, and enrollment details
001
6 openSeats: 13/19 seats Last recorded: Aug 9, 2026, 1:02 AM- Days & times
- We · 5:30 – 8:00 PM
- Meeting dates
- Aug 31 – Dec 19
- Location
- Myers Building 109
- Instructor
- Semiyari, Hamid
003
6 openSeats: 13/19 seats Last recorded: Aug 9, 2026, 1:02 AM- Days & times
- No scheduled meeting time
- Meeting dates
- Aug 31 – Dec 19
- Location
- —
- Instructor
- Ghafoor, Rabya