By Ani Adhikari and John DeNero, the textbook for Data 8: The Foundations of Data Science
Resources in the Data Science Education Program at UC Berkeley
Textbooks
Tutorials
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.
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.
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.