UC Berkeley Data Science Pedagogy Workshop
https://tinyurl.com/UCB-DS-workshop
Monday - June 3 - Data 8.1
Monday - June 3 - Data 8.1
- Introduction Slides- Culler
- Workshop Overview - Van Dusen
- Lecture 1 Slides
- Workbooks to accompany Lecture ( Lec01.ipynb)
- Student panel
- Afternoon Lab 1
Tuesday - June 4 - Data 8.2
Tuesday - June 4 - Data 8.2
- Lecture 2 Slides
- Mythbusters Toast - video
- Workbooks to accompany Lecture
- Data Science Pedagogy Platform - Van Dusen
- Modules Panel (Links go to course Github repository - scroll down to link in Readme)
- CE-110 - Stokes-Draut - Water Systems of the Future ( Energy intensity of California water)
- EEP-147 - Fowlie - Regulation of Energy and the Environment ( Portfolio analysis for Electricity Strategy game)
- PACS 190 - Chang Cohen - ( Text analysis of UN Speech)
- ESPM 163AC - O'Rourke - Environmental Justice - ( Correlations between asthma and ethnicity)
- Modules Labs: (Links go to course Github repository - scroll down to link in Readme)
- Ethnic Studies 21AC - Robinson - A Comparative Survey of Racial and Ethnic Groups in the U.S (Investigating California Prison populations around realignment)
- French 43 - Aspects of French Culture: Paris: A Historical Anatomy of the World's Most Romantic City (mapping gentrification in Paris)
Wednesday - June 5 - Data 8.3
Wednesday - June 5 - Data 8.3
- Lecture 3 Slides
- Workbooks to accompany Lecture ( Lec03_su19 and Lec04_su19)
- Data Enabled Courses Panel (Links go to course Github repository - scroll down to link in Readme)
- Afternoon 3 Lab
Thursday - June 6 -
Thursday - June 6 -
- Sign-up here for a slot for a 30 min 1:1 Curriculum meeting to discuss options for your course
Friday - June 7 - GSI workshop
Friday - June 7 - GSI workshop
- Overview of DS Pedagogy Platform
- Reproducibility talk
- Teaching with R at Berkeley
- r-demo on github with interact links
Important References
Important References
Within UC Berkeley
Within UC Berkeley
- Data 8 Website - Data 8 Textbook : Inferential Thinking
- UCB Data Science Curriculum Guide - Modules Support Request Form
- UCB Data Science Modules -
- Github repository of Modules notebooks -
- Showcase site in Jupyterbook
External to UC Berkeley
External to UC Berkeley
- Jupyter Project - Jupyterhub - JupyterLab -
- Binder Project - Binder Gallery
- Anaconda - Local Install of Jupyter Notebooks or Jupyter Lab
- Nbgitpuller Link Generator