STEAM Workshops with Binder and JupyterHub

Invited talk for Jupyter Day Atlanta at GTRI

Transcript

1. 
 STEAM Workshops with Binder and JupyterHub Carol Willing Jupyter Atlanta March 2018
2. https://speakerdeck.com/willingc
3. https://okgosandbox.org https://playfullearninglab.org
4. Headline Slide Sub-headline https://github.com/pysplash/workshop-music
5. What is Cognitive Science? Anthropology Linguistics Education AI Psychology Philosophy Neuroscience
6. Learning results from what a student does and thinks and only what the student does and thinks. Herbert A. Simon
7. The teacher can advance learning only by influencing what the student does to learn. Herbert A. Simon Credit: http://bostonpythonworkshop.com/
8. A workshop about Learning Python Imagine
9. Why learn Python? Attribution: Raspberry Pi Foundation
10. Where should I start? Time Confused 129,932 Projects https://pypi.org/
11. Will I be able to learn ____________? Doubt Fear Alone http://pgbovine.net/publications/conversational-programmers-learning-failures_CHI-2018.pdf
12. How will I learn...? X Peaceful and confident (most days)
13. Am I qualified? Maybe
14. @WillingCarol "bottom-up" "top-down" Effective Learning
15. 
 Learning conceptually driven experiences lifetime "top-down"
16. 
 Learning "bottom-up" data driven five senses now
17. Jupyter
18. Notebooks engage learners http://web.mit.edu/music21/
19. JupyterLab Try it on Binder. next-generation web-based user interface for Project Jupyter Special thanks to Jessica Forde.
20. @WillingCarol HUB A JUPYTER NOTEBOOK FOR EVERYONE
21. @WillingCarol JupyterHub: Deploy with Kubernetes https://zero-to-jupyterhub.readthedocs.io/en/latest/
22. JupyterHub for Teaching https://cdnapisec.kaltura.com/index.php/extwidget/openGraph/wid/1_k6uwj8g1 https://atg.fas.harvard.edu/news/seas-computing-and-academic-technology-fas-launch-jupyterhub-canvas-integration • Exploration and experimentation http://pyvideo.org/scipy-2016/labs-in-the-wild-teaching- signal-processing-using-wearables-jupyter-notebooks- scipy-2016.html • Physical media with wearables and electronics • Real world, self-directed projects Teaching Signal Processing using Wearables and Jupyter Notebooks Dr. Demba Ba
23. Binder https://blog.jupyter.org/binder-2-0-a-tech-guide-2017-fd40515a3a84 https://elifesciences.org/labs/8653a61d/introducing-binder-2-0-share-your- interactive-research-environment https://www.nature.com/articles/d41586-018-01322-9 mybinder.org
24. Build your own BinderHub https://binderhub.readthedocs.io/en/latest/
25. Vision, Tools, Community
26. Life cycle of a workshop Content Tools Delivery Feedback Iterate
27. Anatomy of a teaching notebook http://adamrule.com/files/papers/chi_2018_computational_notebooks_final_web.pdf https://blog.jupyter.org/we-analyzed-1-million-jupyter-notebooks-now-you-can-too- guest-post-8116a964b536 Structure and design • Adam Rule et al. • analyzed 1 million notebooks • design opportunities
28. QuantEcon • multiple languages • lectures, notebooks, and more Comprehensive Course https://lectures.quantecon.org https://medium.com/quantecon-blog/code-testing-our-lectures-16bebac5ac1d https://quantecon.org/news-item/quantecon-py-v0-3-8-released
29. Introduction to Mechanical Vibration (Jason Moore & Kenneth Lyons) Remix high quality content http://www.moorepants.info/blog/introducing-resonance.html
30. Introduction to Mechanical Vibration (Jason Moore & Kenneth Lyons) Interactive Open Access http://www.moorepants.info/blog/introducing-resonance.html
31. https://mybinder.org/v2/gh/willingc/pydy-tutorial-human-standing/master https://github.com/pydy/pydy-tutorial-human-standing
32. Serendipity Explore interests • Gallery of interesting notebooks • http://ipython-books.github.io • GitHub trending notebooks search • pyvideo.org tutorial and talk videos • https://www.safaribooksonline.com/oriole/regex-golf-with-peter-norvig
33. • citizen science • standards based • grade specific • https://www.calacademy.org/educators/lesson-plans • https://www.calacademy.org/educators/lesson-plans/ analyze-running-numbers California Academy of Science Remix open source content
34. Music • Music theory - music21 -Myke Cuthbert • Digital signal processing - Allen Downey • Cyrille Rossant - Synthesizer Example • Magenta - Google • RISE - Damian Avila Jupyter, open source, workshops https://github.com/pysplash/workshop-music
35. Humans = community
36. Invite new learners Use a proven curriculum Engage students Reduce stress with notebooks Meetups and Workshops Intro to Python - San Diego Python http://pyvideo.org/pycon-us-2013/a-hands-on-introduction-to-python-for-beginning-p.html https://github.com/pythonsd/intro-to-python
37. DjangoGirls and PyLadies
38. Teaching Teachers Picademy
39. Building helpful community What is CircuitPython? - Adafruit Learning Center
40. @WillingCarol Immerse yourself
41. • San Diego Python • Demba Ba • OKGO and Anne-Marie Thomas • Jason Moore • QuanEcon • Project Jupyter team and community • Photo credits and links on individual slides Attributions and recognition
42. Questions Steering Council, Project Jupyter Core Developer, Project Jupyter Software Engineer, Cal Poly SLO Fellow, Python Software Foundation Core Developer, CPython Geek in Residence, Fab Lab San Diego Carol Willing @willingcarol