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This guide provides resources related to data science.
The guide is designed primarily for undergraduate students majoring or minoring in Data Science. However, anyone interested in aspects of data science - from working with Python and R, to finding and cleaning data, to visualizing results - may find it useful.
Just as data science is ever changing, this guide will be updated regularly to reflect new tools, packages, tutorials, and data science examples. If you think anything important is missing from this guide, please email the Data Science Librarian.
Some of the resources listed on this guide have been licensed by the UC San Diego Library. Off-campus access, as well as on-campus wifi access, is restricted to UC San Diego students, faculty and staff. Follow the links below to enable access on campus using your laptop, or off-campus access using VPN.
Off-Campus Access to Journals, Ebooks, and Databases: Use AnyConnect VPN.
O’Reilly for Higher Education includes more than 35K computer science, engineering, business book titles from 200+ publishers. Plus 30K+ hours of video, proven learning paths, case studies, expert playlists, audio books, and more. This is a great resource for books and tutorials related to data science, including programming with Python and R. Access with Single Sign On after choosing University of California San Diego from the list of institutions.