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enhancing the 'for teachers' area
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for-teachers.md

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There are many ways to make this work in an online classroom format. Please let us know what works best for you!
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## Included in this curriculum:
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20 lessons, 40 quizzes, and 20 assignments. Sketchnotes accompany the lessons for visual learners. Many lessons are available in both Python and R and can be completed using Jupyter notebooks in VS Code. Learn more about how to set up your classroom to use this tech stack: https://code.visualstudio.com/docs/datascience/jupyter-notebooks.
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All sketchnotes, including a large-format poster, are in [this folder](./sketchnotes/).
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The entire curriculum is available [as a PDF](./pdf/readme.pdf).
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You can also run this curriculum as a standalone, offline-friendly web site by using [Docsify](https://docsify.js.org/#/). [Install Docsify](https://docsify.js.org/#/quickstart) on your local machine, then in the root folder of your local copy of this repo, type `docsify serve`. The website will be served on port 3000 on your localhost: `localhost:3000`.
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An offline-friendly version of the curriculum will open as a standalone web page: https://localhost:3000
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Lessons are grouped into 6 parts:
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- 1: Introduction
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- 1: Defining Data Science
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- 2: Ethics
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- 3: Defining Data
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- 4: Probability and Statistics Overview
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- 2: Working with Data
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- 5: Relational Databases
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- 6: Non-Relational Databases
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- 7: Python
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- 8: Data Preparation
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- 3: Data Visualization
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- 9: Visualization of Quantities
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- 10: Visualization of Distributions
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- 11: Visualization of Proportions
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- 12: Visualization of Relationships
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- 13: Meaningful Visualizations
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- 4: Data Science Lifecycle
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- 14: Introduction
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- 15: Analyzing
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- 16: Communication
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- 5: Data Science in the Cloud
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- 17: Introduction
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- 18: Low-Code Options
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- 19: Azure
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- 6: Data Science in the Wild
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- 20: Overview
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## Please give us your thoughts!
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We want to make this curriculum work for you and your students. Please give us feedback in the discussion boards!
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We want to make this curriculum work for you and your students. Please give us feedback in the discussion boards! Feel free to create a classroom area on the discussion boards for your students.

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