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# Note: this site is under construction. This material currently points to the worksheets for the R version of the textbook. It will be updated shortly.

Jupyter notebook worksheets to accompany [*Data Science: A First Introduction*](https://datasciencebook.ca) by
Tiffany Timbers, Trevor Campbell and Melissa Lee. To use these worksheets, you can either:
Jupyter notebook worksheets to accompany [*Data Science: A First Introduction (Python Edition)*](https://python.datasciencebook.ca),
by Trevor Campbell, Joel Ostblom, and Lindsey Heagy (the book was adapted from the
original R textbook [*Data Science: A First Introduction*](https://datasciencebook.ca) by Tiffany Timbers, Trevor Campbell and Melissa Lee).
To use these worksheets, you can either:

1. Click on a "launch binder" button to open an interactive, but non-persistent, version of the notebook.

2. Download this repository by clicking [here](https://github.com/UBC-DSCI/data-science-a-first-intro-worksheets/archive/refs/heads/main.zip) and follow our computer setup instructions [here](https://datasciencebook.ca/move-to-your-own-machine.html). The setup instructions should be followed to guarantee that your software environment is compatible with the worksheets.
2. Download this repository by clicking [here](https://github.com/UBC-DSCI/data-science-a-first-intro-python-worksheets/archive/refs/heads/main.zip) and follow our computer setup instructions [here](https://python.datasciencebook.ca/move-to-your-own-machine.html). The setup instructions should be followed to guarantee that your software environment is compatible with the worksheets.

Regardless of the method you choose to access them, we also recommend reading our [Combining code and text with Jupyter chapter](https://datasciencebook.ca/getting-started-with-jupyter.html) before starting out.
Regardless of the method you choose to access them, we also recommend reading our [Combining code and text with Jupyter chapter](https://python.datasciencebook.ca/getting-started-with-jupyter.html) before starting out.

| Book chapter | View worksheet on GitHub | Launch worksheet on myBinder.org |
|--------------|-----------|----|
| [R and the tidyverse](https://datasciencebook.ca/intro.html) | [view worksheet](worksheet_intro/worksheet_intro.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_intro%2Fworksheet_intro.ipynb) |
| [Reading in data locally and from the web](https://datasciencebook.ca/reading.html) | [view worksheet](worksheet_reading/worksheet_reading.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_reading%2Fworksheet_reading.ipynb) |
| [Cleaning and wrangling data](https://datasciencebook.ca/wrangling.html) | [view worksheet](worksheet_wrangling/worksheet_wrangling.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_wrangling%2Fworksheet_wrangling.ipynb) |
| [Effective data visualization](https://datasciencebook.ca/viz.html) | [view worksheet](worksheet_viz/worksheet_viz.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_viz%2Fworksheet_viz.ipynb) |
| [Classification I: training & predicting](https://datasciencebook.ca/classification1.html) | [view worksheet](worksheet_classification1/worksheet_classification1.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_classification1%2Fworksheet_classification1.ipynb)|
| [Classification II: evaluation & tuning](https://datasciencebook.ca/classification2.html) | [view worksheet](worksheet_classification2/worksheet_classification2.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_classification2%2Fworksheet_classification2.ipynb) |
| [Regression I: K-nearest neighbors](https://datasciencebook.ca/regression1.html) | [view worksheet](worksheet_regression1/worksheet_regression1.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_regression1%2Fworksheet_regression1.ipynb) |
| [Regression II: linear regression](https://datasciencebook.ca/regression2.html) | [view worksheet](worksheet_regression2/worksheet_regression2.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_regression2%2Fworksheet_regression2.ipynb) |
| [Clustering](https://datasciencebook.ca/clustering.html) | [view worksheet](worksheet_clustering/worksheet_clustering.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_clustering%2Fworksheet_clustering.ipynb) |
| [Statistical inference (sampling)](https://datasciencebook.ca/inference.html) | [view worksheet](worksheet_inference1/worksheet_inference1.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_inference1%2Fworksheet_inference1.ipynb) |
| [Statistical inference (bootstrapping)](https://datasciencebook.ca/inference.html) | [view worksheet](worksheet_inference2/worksheet_inference2.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_inference2%2Fworksheet_inference2.ipynb) |
| [Collaboration with version control](https://datasciencebook.ca/Getting-started-with-version-control.html) | [view worksheet](worksheet_version_control/worksheet_version_control.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-worksheets/HEAD?labpath=worksheet_version_control%2Fworksheet_version_control.ipynb) |
| [Python and pandas](https://python.datasciencebook.ca/intro.html) | [view worksheet](py_worksheet_intro/py_worksheet_intro.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_intro%2Fpy_worksheet_intro.ipynb) |
| [Reading in data locally and from the web](https://python.datasciencebook.ca/reading.html) | [view worksheet](py_worksheet_reading/py_worksheet_reading.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_reading%2Fpy_worksheet_reading.ipynb) |
| [Cleaning and wrangling data](https://python.datasciencebook.ca/wrangling.html) | [view worksheet](py_worksheet_wrangling/py_worksheet_wrangling.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_wrangling%2Fpy_worksheet_wrangling.ipynb) |
| [Effective data visualization](https://python.datasciencebook.ca/viz.html) | [view worksheet](py_worksheet_viz/py_worksheet_viz.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_viz%2Fpy_worksheet_viz.ipynb) |
| [Classification I: training & predicting](https://python.datasciencebook.ca/classification1.html) | [view worksheet](py_worksheet_classification1/py_worksheet_classification1.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_classification1%2Fpy_worksheet_classification1.ipynb)|
| [Classification II: evaluation & tuning](https://python.datasciencebook.ca/classification2.html) | [view worksheet](py_worksheet_classification2/py_worksheet_classification2.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_classification2%2Fpy_worksheet_classification2.ipynb) |
| [Regression I: K-nearest neighbors](https://python.datasciencebook.ca/regression1.html) | [view worksheet](py_worksheet_regression1/py_worksheet_regression1.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_regression1%2Fpy_worksheet_regression1.ipynb) |
| [Regression II: linear regression](https://python.datasciencebook.ca/regression2.html) | [view worksheet](py_worksheet_regression2/py_worksheet_regression2.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_regression2%2Fpy_worksheet_regression2.ipynb) |
| [Clustering](https://python.datasciencebook.ca/clustering.html) | [view worksheet](py_worksheet_clustering/py_worksheet_clustering.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_clustering%2Fpy_worksheet_clustering.ipynb) |
| [Statistical inference (sampling)](https://python.datasciencebook.ca/inference.html) | [view worksheet](py_worksheet_inference1/py_worksheet_inference1.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_inference1%2Fpy_worksheet_inference1.ipynb) |
| [Statistical inference (bootstrapping)](https://python.datasciencebook.ca/inference.html) | [view worksheet](py_worksheet_inference2/py_worksheet_inference2.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_inference2%2Fpy_worksheet_inference2.ipynb) |
| [Collaboration with version control](https://python.datasciencebook.ca/Getting-started-with-version-control.html) | [view worksheet](py_worksheet_version_control/py_worksheet_version_control.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/UBC-DSCI/data-science-a-first-intro-python-worksheets/HEAD?labpath=py_worksheet_version_control%2Fpy_worksheet_version_control.ipynb) |

### Licence
[Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/)
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