2026-2027 Cal Poly Humboldt Catalog DRAFT 
    
    Feb 25, 2026  
2026-2027 Cal Poly Humboldt Catalog DRAFT [ARCHIVED CATALOG]

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DATA 271 - Data Wrangling and Visualization

Units: 4
Provides an intensive, hands-on introduction to data wrangling, cleaning and visualization using a contemporary programming language. Learn the fundamental skills required to acquire, transform, manipulate, and visualize data in a computing environment that fosters reproducibility. The overall goal is to create actionable data from raw sources and then perform exploratory analysis. These steps will include importing data, viewing data diagnostically, identifying outliers, imputing data, cleaning data, calculating basic statistics and creating informative plots. 
Division: Lower Division
Requisites: Prerequisites: CS 111  and DATA 111 . All prerequisite courses must be passed with a grade of C- or higher. 
Permission to enroll: No Special Consent Required
Grading mode: Optional Grade Basis


Weekly: Lecture 3 hrs. Activity 2 hrs.
Possible Instruction Mode(s): In Person

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