DOE OSTI · code-168675
BLDAP Intro to Python/Data Science Curriculum v1
Abstract
The Github repository contains the Jupyter notebooks for the intro to Python / Data Science course for Berkeley Lab Director's Apprenticeship Program (BLDAP). This course is designed for students with little to no experience in coding to learn skills in Python necessary for data science. Students utilize Jupyter notebooks throughout the course. The overall goal is for students to learn how to use Python to clean, analyze, and visualize large data sets in order to communicate effectively their conclusions about the data set. Students apply the skills they learned on actual data sets provided by researchers in Berkeley Lab.
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Hales, Laurel [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Bose, Baishakhi [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], McCarty, Rachel [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Anwansedo, Ajayi [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Usovich, Kseniya [University of California, Berkeley, CA (United States)], Palos, Karla [University of California, Berkeley, CA (United States)], Van Dunsen, Eric [University of California, Berkeley, CA (United States)], Acosta, Ciara [University of California, Berkeley, CA (United States)], Miller, Sage [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Prakash, Anand Krishnan [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Bettale, Alisa [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Murthy, Sam [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Kingsbury, Ryan [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Greenblum, Sharon [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Formenti, Arianna [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Ganose, Alex [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)], Cheng, Jianli [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)]. 2025-10-27. BLDAP Intro to Python/Data Science Curriculum v1. https://doi.org/10.11578/dc.20251031.2
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