STEAM Workshops with JupyterHub and Binder

STEAM Workshops with JupyterHub and Binder

PyCon 2018 Education Summit

Inspiration for using Python, Jupyter notebooks, JupyterHub and Binder for STEAM workshops for middle school and high school students.

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Carol Willing

May 10, 2018
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  1. 
 STEAM Workshops with Binder and JupyterHub Carol Willing @WillingCarol

    PyCon 2018
  2. Joy Wonder Fun

  3. https://speakerdeck.com/willingc

  4. https://okgosandbox.org https://playfullearninglab.org

  5. https://okgosandbox.org https://playfullearninglab.org

  6. Headline Slide Sub-headline https://github.com/pysplash/workshop-music

  7. What is Cognitive Science? Anthropology Linguistics Education AI Psychology Philosophy

    Neuroscience
  8. Learning results from what a student does and thinks and

    only what the student does and thinks. Herbert A. Simon
  9. The teacher can advance learning only by influencing what the

    student does to learn. Herbert A. Simon Credit: http://bostonpythonworkshop.com/
  10. A workshop about Learning Python Imagine

  11. Why learn Python? Attribution: Raspberry Pi Foundation

  12. Where should I start? 129,932 projects https://pypi.org/

  13. Will I be able to learn ____________? Doubt Fear Alone

    http://pgbovine.net/publications/conversational-programmers-learning-failures_CHI-2018.pdf
  14. How will I learn...? X Peaceful and confident (most days)

  15. Language

  16. Python - The Beginning the most important lesson I learned

    was about sharing – Guido van Rossum http://neopythonic.blogspot.com/2016/04/kings-day-speech.html
  17. Designed for Learning In reality, programming languages are how programmers

    express and communicate ideas — and the audience for those ideas is other programmers, not computers. http://neopythonic.blogspot.com/2016/04/kings-day-speech.html – Guido van Rossum
  18. Python 3 https://github.com/jakevdp/WhirlwindTourOfPython https://www.youtube.com/watch?v=M4w4wKveVo4 f-strings

  19. Scratch to Python 3 Joshua Lowe EduBlocks

  20. Mu https://docs.python.org/3.7/library/turtle.html Python 3 code editor for learning https://www.youtube.com/watch?v=HrblTJnAnPw https://codewith.mu

  21. Visualize Get live help pythontutor.com Philip Guo (UCSD Cognitive Science)

  22. @WillingCarol Learn Python is designed for your success.

  23. Am I qualified? Maybe

  24. @WillingCarol "bottom-up" "top-down" Effective Learning

  25. 
 Learning conceptually driven experiences lifetime "top-down"

  26. 
 Learning "bottom-up" data driven five senses now

  27. Jupyter

  28. Notebooks engage learners http://web.mit.edu/music21/

  29. JupyterLab Try it on Binder. next-generation web-based user interface for

    Project Jupyter Special thanks to Jessica Forde.
  30. @WillingCarol HUB A JUPYTER NOTEBOOK FOR EVERYONE

  31. @WillingCarol JupyterHub: Deploy with Kubernetes https://zero-to-jupyterhub.readthedocs.io/en/latest/

  32. 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
  33. 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

  34. Build your own BinderHub https://binderhub.readthedocs.io/en/latest/

  35. Vision, Tools, Community

  36. Life cycle of a workshop Content Tools Delivery Feedback Iterate

  37. 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
  38. 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
  39. Introduction to Mechanical Vibration (Jason Moore & Kenneth Lyons) Remix

    high quality content http://www.moorepants.info/blog/introducing-resonance.html
  40. Introduction to Mechanical Vibration (Jason Moore & Kenneth Lyons) Interactive

    Open Access http://www.moorepants.info/blog/introducing-resonance.html
  41. https://mybinder.org/v2/gh/willingc/pydy-tutorial-human-standing/master https://github.com/pydy/pydy-tutorial-human-standing

  42. 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
  43. • 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
  44. 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
  45. Humans = community

  46. Workshops and clubs https://www.youtube.com/watch?v=CYS_kng_OQw https://thinmint.sdgirlscouts.org/newsletters/Connections/2015/201501.html She doesn't tell you how

    you are supposed to get there. She asks you the right questions and leads you to the solution. - Meera Kota On mentors:
  47. DjangoGirls and PyLadies Outreach

  48. Teaching Teachers Picademy

  49. Building helpful community What is CircuitPython? - Adafruit Learning Center

  50. @WillingCarol Immerse yourself

  51. • 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
  52. 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