Ryan D. Edwards


Resources in the Data Science Education Program at UC Berkeley


Computational and Inferential Thinking

By Ani Adhikari and John DeNero, the textbook for Data 8: The Foundations of Data Science


The Curriculum Guide

Also known as the Connector Guide, this is an expansive gitbook written by many authors. It walks instructors of Data Science Connector courses and Data-Enabled courses at UC Berkeley through many of the details.

A Showcase of Data Science Modules

Data science modules are short explorations into data science that give students the opportunity to work hands-on with a data set relevant to their course and receive some instruction on the principles of data analysis, statistics, and computing. With help from the Data Science Modules development team, a module can be designed and taught in an existing course from any discipline or field.

Data Science Summer Pedagogy Workshop

This weeklong pedagogy workshop centers around an immersive look at instruction in the Data 8 foundational course. Supplements cover the mechanics of Data Science pedagogy at UC Berkeley, and the experiences of students and instructors in their own words.