ReadingsTutorials.md

Foundations

References to books, websites, youtube vids, podcasts, etc...

If you like a particular tutorial that you want to see included here, create an issue to submit the recommendation.

♜ == internal resource

HPC & Linux

• https://hpcportal.cr.usgs.gov/training/courses/Intro_to_Linux/index.html ♜
• https://hpcportal.cr.usgs.gov/training/courses/Intro_to_HPC/index.html ♜
• Introduction to HPC ♜
• Training GitLab Landing Page ♜
• Introduction to Linux ♜

Python

• https://docs.python-guide.org/
• https://github.com/jiffyclub/scipy-2021-intro-to-python
• https://hpcportal.cr.usgs.gov/training/courses/Parallel_Python/index.html ♜
• Hitchhiker's Guide to Python
• Parallel Python ♜

Numerical/Scientific Computing

• General
  • Scientific Python ♜
  • https://hpcportal.cr.usgs.gov/training/courses/Scientific_Python/index.html ♜
  • https://jakevdp.github.io/PythonDataScienceHandbook/
  • Think Stats — Essential Statistics & Data Analysis in Python
• NumPy
  • https://github.com/enthought/Numpy-Tutorial-SciPyConf-2022
  • https://github.com/jpivarski-talks/2022-07-11-scipy-loopy-tutorial
• xarray
  • https://tutorial.xarray.dev/overview/get-started.html
• dask
  • https://tutorial.dask.org/
  • https://github.com/ramonpzg/scipyus21_dask_analytics
• scipy
  • https://docs.scipy.org/doc/scipy/tutorial/index.html
  • https://sites.math.washington.edu/~morrow/464_08/Numpy.pdf
• Visualizations:
  • https://matplotlib.org/stable/tutorials/index.html
  • https://holoviz.org/tutorial
  • https://github.com/holoviz/holoviz/blob/master/doc/installation.rst
  • https://github.com/symmy596/PythonMaps-Scipy-2022