Learning Python: Tips from Cognitive Science, Jupyter, and Community
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PyCaribbean 2018 Keynote. February 17, 2018.
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Learning Python: Tips from Cognitive Science, Jupyter, and Community
- 1. Learning Python Tips from Cognitive Science, Jupyter, and Community Carol Willing PyCaribbean 2018
- 4. Where should I start? Time Confused 129,932 Projects https://pypi.org/
- 5. Will I be able to learn ____________? DoubtFear Alone http://pgbovine.net/publications/conversational-programmers-learning-failures_CHI-2018.pdf
- 9. Learning Python 1 $ conda create -n py1env python=1.0 $ source activate py1env $ python
- 12. Learning and Cognitive Science Thinking Ideas
- 13. What is Cognitive Science? Anthropology Linguistics Education AI Psychology Philosophy Neuroscience
- 15. Learning results from what a student does and thinks and only what the student does and thinks. Herbert A. Simon
- 16. The teacher can advance learning only by influencing what the student does to learn. Herbert A. SimonCredit: http://bostonpythonworkshop.com/
- 20. Language
- 21. 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
- 22. 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
- 24. Scratch to Python 3 Joshua Lowe EduBlocks
- 25. 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
- 26. Visualize Get live help pythontutor.com Philip Guo (UCSD Cognitive Science)
- 27. @WillingCarol Learn Python is designed for your success.
- 30. JupyterLab Try it on Binder. next-generation web-based user interface for Project Jupyter Special thanks to Jessica Forde.
- 31. @WillingCarol HUB A JUPYTER NOTEBOOK FOR EVERYONE
- 32. @WillingCarol JupyterHub: Deploy with Kubernetes https://zero-to-jupyterhub.readthedocs.io/en/latest/
- 33. 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
- 35. Build your own BinderHub https://binderhub.readthedocs.io/en/latest/
- 36. @WillingCarol Learn Build Rich ecosystem 5 lines of code or less Interactive creation
- 37. Community
- 38. 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
- 43. ...a programming language created by a community fosters happiness in its users around the world. – Guido van Rossum
- 47. @WillingCarol Choose a language designed for learning
- 51. @WillingCarol YOU + Python = Success
- 52. @WillingCarol Call to Action Set measurable goals Believe it is possible Work together What will you do?
- 53. Came for the language. Stayed for the community. Brett Cannon and Pythonistas around the world Credit: Kushal Das
- 54. @WillingCarol 54 Thank you to the many, many Pythonistas who encourage, gently nudge, and care for others. You make a difference in the world.
- 55. 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
- 56. •San Diego Python •Demba Ba •Project Jupyter team and community •Photo credits and links on individual slides Attributions and recognition