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curriculum-notebooks
Jupyter notebooks for teaching Python for Data Science. Used by our Girls Who Code Club & Summer Experience.
#data-science#girlswhocode#hacktoberfest#jupyter-notebook#python
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curriculum-notebooks
Our Club and Summer Experience formats cover slightly different topics with significant overlap. This repo contains all of the Jupyter notebooks used in either or both of them. For the exact curriculum order & topics covered, see the corresponding repos:
The Lessons directory contains live coding demos meant to introduce each topic in ~15 minute interactive mini-lessons. These lessons are delivered in Jupyter Notebooks in a "fill in the blanks" style. Instructors will guide students through each lesson and the students will follow along, filling in the blanks on their own documents as we go.
The Practices directory contains practice exercises for students to spend ~30 minutes to solidify skills taught in each mini-lesson. These practices are delivered in Jupyter Notebooks in a "fill in the blanks" style. Students will work with partners/groups to fill in blanks within the documents, using code from the corresponding lesson as a resource. Instructors will work closely with students to help them complete and understand each practice.
Both Lessons and Practices directories contain _Keys subdirectories with correctly completed versions of each exercise.
Sometimes GitHub doesn't render Jupyter notebooks in a timely manner,
so we use continuous integration to compile all notebook keys to HTML.
View the rendered keys here.
Links
| Lesson Video | Lesson Notebook | Practice Notebook | |
|---|---|---|---|
| Module I: Jupyter Setup | |||
| 1 | https://youtu.be/plRRJ1zupgI | None, just watch the video. | Practice01 Jupyter Setup |
| Module II: Coding Fundamentals | |||
| 2 | https://youtu.be/czhcehpotos | Lesson02 HelloWorld and Variables | Practice02 HelloWorld and Variables |
| 3 | https://youtu.be/cGVIyeGv2bw | Lesson03 Variables and Types | Practice03 Variables and Types |
| 4 | https://youtu.be/xY51hfthvrw | Lesson04 Lists Intro | Practice04 Lists Intro |
| 5 | https://youtu.be/g9U_q5yWjrQ | Lesson05 Indexing |
Help & Contributing
If you need help getting started or using the material, feel free to open an issue or send us an email and we'll be happy to help!
If you come across a bug, open an issue and include a minimal reproducible example.
If you’d like to contribute, see our guidelines.
Code of Conduct
Please note that this curriculum is released with a Contributor Code of Conduct. By contributing to this project, you agree to