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DATA 499 Data Science Capstone

This course provides a culminating experience in formulating and resolving data science and business analytics questions, regardless of domain or nature of scientific inquiry. Students work in teams on two comprehensive projects of increasing complexity to apply data science concepts and principles. They design and propose projects, source datasets to create appropriate data models and advanced visualizations, and produce professional reports and presentations based on insightful analysis and investigation.


Special information

Note: Students whose prerequisites are not identified by the system should contact the Math and Statistics Department for an override at
4 Undergraduate credits

Effective December 17, 2018 to present

Learning outcomes


  • Formulate and resolve deep and impactful questions to scientifically explore chosen project areas, in consultation with subject matter experts as appropriate.
  • Discover, source, and assimilate appropriate data sources, especially employing creative approaches to linking data from diverse sources following ethical guidelines.
  • Conduct appropriate data analyses without bias.
  • Refine and enhance teamwork and communication skills to produce professional presentations.
  • Discuss and report implications of professional work as a data scientist.

Fall 2022

Section Title Instructor
50 Data Science Capstone Wei, Wei Books Course details