people working on a white board

Berkeley Data Stack

The Berkeley Data Stack is a collection of open source tools that help enable large-scale data science research and education efforts across UC Berkeley, including Jupyter Interactive computing notebooks, textbooks, and autograding tools.

people consulting

Data Peer Consulting

Students help peers on everything from using Jupyter notebooks to learning SQL on an appointment and drop-in basis.

people talking at computers

Data Science Education Workshops

Resources from our pedagogy workshops, including the academic resource kit, are available to support instructors in learning and incorporating data science approaches and teaching tools.

people working at computer

Data Scholars

Data Scholars addresses issues of underrepresentation in the data science community by establishing a community that is welcoming, educational, and empowering for underrepresented and nontraditional students.

people talking

Student Opportunities

Students are the heart of our program, helping to create new data science content and courses, support outreach and communications, and advance research.

stylized graph lines


Berkeley's core data science classes use interactive online textbooks that are available to all.

UC Berkeley's Campanile in the background with yellow ginkgo leaves in the foreground.


Berkeley Datahub refers to the campus infrastructure set up on Datahub is a tool that allows Berkeley’s data science program to utilize cloud computing infrastructure to deploy scalable resources that enable users to interact remotely with a standardized, common computing environment.

Four people standing and sitting around a computer screen

Application Hub - Undergraduate Student Opportunities

The Data Science Undergraduate Studies student teams' applications for Spring 2023 are now closed! Please check back next semester for more student team opportunities. Please contact  if you have any questions or concerns.