eScience_tutorials

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eScience_tutorials

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A repository for compiling materials from tutorials given at the eScience Institute.

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# eScience Tutorials

Links to eScience Tutorials:
* [Software Carpentry Lessons](https://software-carpentry.org/lessons/)
* [Python Data Science Handbook](https://github.com/jakevdp/PythonDataScienceHandbook)
* [Introduction to SQL and Geospatial Data Processing (DSSG)](https://uwescience.github.io/SQL-geospatial-tutorial/)
* [Cloud Computing](https://cloudmaven.github.io/documentation/index.html)
* [Github Intermediate](https://github.com/uwescience/git-intermediate/blob/master/instructor-notes.md)
* [Neurohackweek Tutorials](https://neurohackweek.github.io/nhw2016/)
  * [Cython](https://neurohackweek.github.io/cython-tutorial/)
  * [Advanced Unix and Make I](https://neurohackweek.github.io/advancedunix/01-first-part/)
  * [Visualization in Python](https://github.com/neurohackweek/visualization-in-python/blob/master/visualization-in-python.ipynb)
  * [Software Testing for Scientists](https://neurohackweek.github.io/software-testing-for-scientists/)
  * [Docker for Scientists](https://neurohackweek.github.io/docker-for-scientists/)
  * [Image Processing](https://neurohackweek.github.io/image-processing/)
  * [Videos from Neurohackweek 2017](https://www.youtube.com/playlist?list=PLA6PlfxWZPLTLJ2qTN9enG0tkizpmwWaq)
* [Geohackweek Tutorials](https://github.com/geohackweek/tutorial_contents)
  * [Data Sharing and Collaboration Tools](https://geohackweek.github.io/Introductory/)
  * [running Jupyter Notebooks locally](https://github.com/geohackweek/ghw2017/wiki/Running-Jupyter-Notebooks-Locally)
  * [Vector Data Processing](https://geohackweek.github.io/vector/)
    * [YouTube video, part 1](https://www.youtube.com/watch?v=bY50rFjlz_Q&index=8&list=PLA6PlfxWZPLQsyNC3vVISBPi31QWw-bDl)
    * [YouTube video, part 2](https://www.youtube.com/watch?v=7YYmCvnc6_U&index=9&list=PLA6PlfxWZPLQsyNC3vVISBPi31QWw-bDl)
  * [Raster Data Processing](https://geohackweek.github.io/raster/)
  * [Google Earth Engine](https://geohackweek.github.io/GoogleEarthEngine/)
    * [YouTube video](https://www.youtube.com/watch?v=iza-tLbo6tE&list=PLA6PlfxWZPLQsyNC3vVISBPi31QWw-bDl&index=6)
  * [Visualization](https://github.com/geohackweek/tutorial_contents/tree/master/visualization/notebooks)
    * [YouTube video, part 1](https://youtu.be/w6bXlAztl20)
    * [YouTube video, part 2](https://youtu.be/ZZNtVn7-tc8)
    * [YouTube video, part 3](https://youtu.be/mLR86HJ0ZMw)
  * [Multidimensional Arrays](https://github.com/geohackweek/tutorial_contents/blob/master/nDarrays/notebooks/ndarrays_intro.ipynb)
    * [YouTube video](https://youtu.be/I1OLxiVXcxc)
  * [Cartographic Methods](presentations/CartoLicense_ghw2017.pdf)
    * [YouTube video](https://www.youtube.com/watch?v=TBM-Xlq4TJA&list=PLA6PlfxWZPLQsyNC3vVISBPi31QWw-bDl&index=5)
  * [Reproducible Research](presentations/Reproducibility_ghw2017.pdf)
    * [YouTube video](https://www.youtube.com/watch?v=etLUdPSbu08&list=PLA6PlfxWZPLQsyNC3vVISBPi31QWw-bDl&index=7)
* [ImageXD Tutorials](https://github.com/imagexd/2017-tutorials)
* [Python Seminar 2015](http://uwescience.github.io/python-seminar-2015/seminar/) 
* [Software Engineering for Data Scientists](http://uwseds.github.io/syllabus.html)

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