Cluster usage & python workflow tutorials

[delgadom]

This is a placeholder issue for compute-tutorials goals

Computing topics

Introduction to python data science

• python hello world
• pandas hello world
• xarray hello world

Using a pangeo-style cluster

• logging into compute.rhg.com or compute.impactlab.org
• setting up your environment

Visualization

• Basic plotting introduction
• Plotting spatial data (geopandas, cartopy, xarray)
• Intro to pyvis (holoviews + geoviews + datashader + bokeh + ...)

Out-of-core computing

• Intro to dask
• Dask workflows I: client.map
• Dask workflows II: dask.array and xarray
• Dask workflows III: dask.dataframe
• Advanced dask workflows: moving between data structures
• Advanced dask workflows: choosing an approach
• Advanced dask workflows: Debugging cluster jobs