STEAM Workshops with Binder and JupyterHub

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  STEAM Workshops with Binder and JupyterHub Carol Willing Jupyter Atlanta March 2018

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https://speakerdeck.com/willingc

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

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

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What is Cognitive Science? Anthropology Linguistics Education AI Psychology Philosophy Neuroscience

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Learning results from what a student does and thinks and only what the student does and thinks. Herbert A. Simon

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The teacher can advance learning only by inﬂuencing what the student does to learn. Herbert A. Simon Credit: http://bostonpythonworkshop.com/

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A workshop about Learning Python Imagine

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Why learn Python? Attribution: Raspberry Pi Foundation

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Where should I start? Time Confused 129,932 Projects https://pypi.org/

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Will I be able to learn ____________? Doubt Fear Alone http://pgbovine.net/publications/conversational-programmers-learning-failures_CHI-2018.pdf

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How will I learn...? X Peaceful and confident (most days)

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Am I qualiﬁed? Maybe

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

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  Learning conceptually driven experiences lifetime "top-down"

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  Learning "bottom-up" data driven ﬁve senses now

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Jupyter

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

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JupyterLab Try it on Binder. next-generation web-based user interface for Project Jupyter Special thanks to Jessica Forde.

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@WillingCarol HUB A JUPYTER NOTEBOOK FOR EVERYONE

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

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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

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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

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

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Vision, Tools, Community

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Life cycle of a workshop Content Tools Delivery Feedback Iterate

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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

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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

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

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

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https://mybinder.org/v2/gh/willingc/pydy-tutorial-human-standing/master https://github.com/pydy/pydy-tutorial-human-standing

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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

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• 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

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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

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Humans = community

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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

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DjangoGirls and PyLadies

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Teaching Teachers Picademy

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Building helpful community What is CircuitPython? - Adafruit Learning Center

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@WillingCarol Immerse yourself

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• 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

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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