Welcome to Data Science Discovery!

Data Science Discovery is an open-source data science resource created by The University of Illinois with support from The Discovery Partners Institute, the College of Liberal Arts and Sciences, and The Grainger College of Engineering. The aim is to support basic data science literacy to all through clear, understandable lessons, real-world examples, and support.

At The University of Illinois, this material is used as the basis for STAT 107: Data Science Discovery and several other courses. This material is divided up into six "badges", each with many sections to explore individual topics:

    Basics of Data Science with Python

    Exploratory Data Analysis

    Prediction and Probability

    Simulation and Distributions

    Polling, Confidence Intervals, and Hypothesis Testing

    Towards Machine Learning