Statistical and Data Sciences 238 - Community-Based Data Science

Community-Based Data Science

Spring
2025
01
4.00
Lindsay Poirier

M W 10:50 AM - 12:05 PM

Smith College
SDS-238-01-202503
Seelye 312
lpoirier@smith.edu
This course introduces concepts in human-centered design and design justice, considering how their principles can be applied in the context of community-based data science work. Students learn how to define social problems, engage stakeholders, design data science solutions, and evaluate social impact. Students also learn techniques in collaborative data science project planning and execution, engaging best practices (e.g. version control and code review) in the context of a community-based data science project. Strategies for effectively communicating project approach, outcomes, and impact are addressed throughout the course. Enrollment limited to 24.
Permission is required for interchange registration during the add/drop period only.
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