Jupyter@Berkeley

A quick summary of recent development and deployment efforts of the Jupyter@Berkeley educational community. This is mostly technology used for running large undergraduate courses in data analytics using an entirely open stack. It covers challenges (and future opportunities) at developing tech that makes open learning possible at scale.

Transcript

1. Jupyter@Berkeley
2. Thanks to the JupyterHub + Binder Teams
3. What is JupyterHub? jupyter.org/hub Host pre-configured data science environments on shared infrastructure
4. AUTHENTICATION myhub.org interfaces environments
5. AUTHENTICATION compute data
6. AUTHENTICATION content
7. AUTHENTICATION myhub.org interfaces environments content compute data
8. State of JupyterHub @berkeley
9. datahub.berkeley.edu
12. Improvements to datahub deployment
13. Very reliable
14. Better metrics & monitoring
15. Continuous Deployment
18. The JupyterHub for education stack
19. Jupyter Books Turn a collection of Jupyter Notebooks into an online book predictablynoisy.com/jupyter-book inferentialthinking.com
20. nbgitpuller tool github.com/jupyterhub/nbgitpuller textbook repo github.com/data-8/textbook demo page content/chapters/09/Randomness.ipynb Interact links and the textbook workflow
21. Yuvi’s C code gist gist.github.com/yuvipanda/d54e7102c11ec6cd091bcea daa844209#file-index-html JupyterLab supports more workflows
22. RStudio (on Jupyterhub) • Interact Links work • Rstudio launches in Browser Window • User files in lower right pane • RMD notebooks • Knit to html Increasing numbers of classes teaching in R - Stat 20 - PH 142 - Econ 172 http://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://gith ub.com/ericvd-ucb/econ172demo&branch=master&urlpath=rstudio
23. RStudio (on Jupyterhub)
31. Demo
33. What else has JupyterHub been used for?
34. ...for large-scale scientific communication and reproducibility 1.9M sessions run @ mybinder.org
35. ...for scientific analysis with big-compute and big-data pangeo.io
36. ...as a public-facing Jupyter interface to wikipedia paws.wmflabs.org
37. Launches in the last month Making the cloud massively open