Data Adventures

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Attention

Station Closed for construction

Materials for CS 418: Intro to Data Science at UIC. I'm building this out during Summer 2026, in preparation for the Fall 2026 semester.

Sources consulted

Mining of Massive Datasets (Stanford)
Learning Data Science (UC Berkeley)
Python Data Science Handbook (O'Reilly)
Intro to Statistical Learning (Stanford)
Data Feminism (MIT Press)
Practical Data Ethics (fast.ai)
Fundamentals of Data Visualization (UT Austin)
Computational and Inferential Thinking (UC Berkeley)
A Course in Machine Learning (UMD)