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## Introductory/Basics
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| Topic | Self-Paced Tutorials | Example Notebook Galleries |
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| --- | ----------- | ----------- |
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| :--- | :----------- | :----------- |
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| Getting started with Python | [Xdev Python Tutorial](https://ncar.github.io/python-tutorial/) | [Unidata Intro Materials](https://unidata.github.io/python-training/python/intro-to-python/) |
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| Numpy basics | [Unidata Python Workshop](https://unidata.github.io/python-training/workshop/NumPy/numpy-basics/)| |
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| Xarray basics | [Unidata Python Workshop](https://unidata.github.io/python-training/workshop/XArray/xarray-introduction/) <br> [Xarray tutorial](https://xarray-contrib.github.io/xarray-tutorial/) | |
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| Matplotlib & Cartopy | [Unidata Python Workshop](https://unidata.github.io/python-training/workshop/Matplotlib/matplotlib-basics/) | [GeoCAT gallery](https://geocat-examples.readthedocs.io/en/latest/) |
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| Jupyter notebooks | [Unidata Python Workshop](https://unidata.github.io/python-training/workshop/Jupyter_Notebooks/jupyter-notebooks-introduction/) | |
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## Lessons and Courses
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| Title | Provider |
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| :----- | :-------- |
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|[An Introduction to Earth and Environmental Data Science ](https://earth-env-data-science.github.io/intro) | Ryan Abernathy & Kerry Key |
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|[The Climate Laboratory](https://brian-rose.github.io/ClimateLaboratoryBook/home) | Brian Rose
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|[Earth Analytics Python Course](https://www.earthdatascience.org/courses/earth-analytics-python/) | Earth Lab UC Boulder
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|[Earth Lab](https://www.earthdatascience.org/) | Earth Lab UC Boulder
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|[Geohackweek 2019](https://geohackweek.github.io/) | UW E-Science Institute
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|[Research Software Engineering with Python](https://merely-useful.github.io/py-rse/) | Damien Irving, et al.
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|[Data Analysis with Python: Zero to Pandas](https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas) | Jovian.ai
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|[MTH271: Mathematical Computing with Data](http://web.pdx.edu/~gjay/teaching/mth271_2020/html/_CONTENTS.html) | Jay Gopalakrishnan, Portland State University)
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|[ATSC301: Atmospheric Radiation and Remote Sensing](https://clouds.eos.ubc.ca/~phil/courses/atsc301/) | Phil Austin, University of British Columbia
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|[Introduction to Geospatial Concepts](https://datacarpentry.org/organization-geospatial/) | The Carpentries
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|[Dani Arribas-Bel Course Repositories](http://darribas.org/materials.html) | Dani Arribas-Bel
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## Domain Specific Lessons
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| Topic | Self-Paced Tutorials |
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| --- | ----------- |
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| Georeferenced Data | [SUNY Albany Course](https://github.com/DAES433533/Fall2020) |
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## Packages
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| Topic | Pre-Recorded Lectures | Self-Paced Tutorials | Example Notebook Galleries |
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| --- | ----------- | ----------- | ----------- |
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| MetPy | [Unidata MetPy Mondays](https://www.youtube.com/playlist?list=PLQut5OXpV-0ir4IdllSt1iEZKTwFBa7kO) | [MetPy Tutorial](https://unidata.github.io/MetPy/latest/tutorials/index.html) <br> [Unidata Python Workshop](https://unidata.github.io/python-training/workshop/Metpy_Introduction/introduction-to-metpy/)| [MetPy Gallery](https://unidata.github.io/MetPy/latest/examples/index.html) <br> [Unidata Gallery](https://unidata.github.io/python-training/gallery/gallery-home/) |
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| WRF-Python | | | [WRF-Python Gallery](https://wrf-python.readthedocs.io/en/latest/plot.html) |
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## Packages in the Pangeo Scientific Software Ecosystem
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| Package | Tutorials | Galleries | Videos |
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| :------- | :--------- | :--------- | :------ |
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|[Cartopy](https://scitools.org.uk/cartopy/docs/latest/)| |[Cartopy Gallery](https://scitools.org.uk/cartopy/docs/latest/gallery/index.html) | |
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|[Contextily](https://contextily.readthedocs.io)|[Contextily Tutorial](https://contextily.readthedocs.io/en/latest/intro_guide.html)|[Contextily Gallery](https://contextily.readthedocs.io)| |
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|[Dask](https://dask.org)|[Dask Tutorial](https://github.com/dask/dask-tutorial)| | |
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|[GeoCAT](https://geocat.ucar.edu/) |[GeoCAT Tutorial](https://geocat-comp.readthedocs.io/en/latest/examples.html)| [GeoCAT Gallery](https://geocat-examples.readthedocs.io/)| |
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|[GeoPandas](https://geopandas.org)| |[GeoPandas Gallery](https://geopandas.org/gallery/index.html)|
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|[hvPlot](https://hvplot.holoviz.org/)|[hvPlot Tutorial](https://hvplot.holoviz.org/user_guide/index.html)|[hvPlot Gallery](https://hvplot.holoviz.org/reference/index.html)|
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|[Ipyleaflet](https://ipyleaflet.readthedocs.io)|
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|[Matplotlib](https://matplotlib.org/)|[Matplotlib Tutorial](https://matplotlib.org/tutorials/index.html)|[Matplotlib Gallery](https://matplotlib.org/gallery/index.html)| |
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|[MetPy](https://unidata.github.io/MetPy/latest/index.html)| [MetPy Tutorial](https://unidata.github.io/MetPy/latest/tutorials/index.html) <br><br> [Unidata Python Workshop](https://unidata.github.io/python-training/workshop/Metpy_Introduction/introduction-to-metpy/)| [MetPy Gallery](https://unidata.github.io/MetPy/latest/examples/index.html) <br><br> [Unidata Gallery](https://unidata.github.io/python-training/gallery/gallery-home/) |[Unidata MetPy Mondays](https://www.youtube.com/playlist?list=PLQut5OXpV-0ir4IdllSt1iEZKTwFBa7kO)
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[NumPy](https://numpy.org)|[NumPy Tutorials](https://numpy.org/learn/) <br><br> [Unidata NumPy Workshop](https://unidata.github.io/python-training/workshop/NumPy/numpy-basics/)|| | [Intro to Numerical Computing with NumPy (A. Chabot-LeClerc)](https://youtu.be/ZB7BZMhfPgk)|
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|[Pandas](https://pandas.pydata.org/)|[Pandas Tutorials](https://pandas.pydata.org/docs/getting_started/intro_tutorials/index.html)|[Pandas Gallery](https://pandas.pydata.org/pandas-docs/stable/user_guide/visualization.html) |
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|[Rasterio](https://rasterio.readthedocs.io)| [Rasterio Tutorial](https://rasterio.readthedocs.io/en/latest/quickstart.html) | |
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|[Siphon](https://unidata.github.io/siphon)| [Siphon Tutorial](https://unidata.github.io/python-training/workshop/Siphon/siphon-overview/) |[Siphon Gallery](https://unidata.github.io/siphon/latest/examples/index.html)| |
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|[WRF-Python](https://wrf-python.readthedocs.io)| | [WRF-Python Gallery](https://wrf-python.readthedocs.io/en/latest/plot.html) |
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|[Xarray](http://xarray.pydata.org/)|[Unidata Xarray Workshop](https://unidata.github.io/python-training/workshop/XArray/xarray-introduction/) <br><br> [Xarray tutorial](https://xarray-contrib.github.io/xarray-tutorial/) | | |

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