May 20, 2024  
2023-2024 Catalog 
    
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2023-2024 Catalog [ARCHIVED CATALOG]

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COGS 212: Methods of Data Science 1

Units: 4

Introduces fundamental software tools, software engineering practices, and conceptual frameworks from philosophy of science relevant to data science work across the social and behavioral sciences in both academic and industrial contexts. Topics might include version control, exploratory data analysis, data management, code review, and reproducibility. Course assignments include a mix of individual and group projects using real-world datasets. Instances will assume familiarity with a particular modern interactive scripting language, such as R or Python.

Course Details
Repeats Allowed for Credit: 0

Crosslisted with: PSY 216
Normal Letter Grade with Satisfactory/Unsatisfactory option

Requisites and Restrictions
Instructor Permission Required: No


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