Data Cleaning and Visualization Certificate

The Cal Poly Humboldt Data Cleaning and Visualization Certificate provides foundational concepts in computational thinking, computer programming, data cleaning and data visualization which are transferable and relevant across disciplines and industries.

Corequisite: MATH 101 .

Required Courses (12 Units)

CS 111 - Computer Science Foundations 1 Units: 4
DATA 111 - Introduction to Programming and Computational Thinking for Data Science Units: 4
DATA 271 - Data Wrangling and Visualization Units: 4