This repository contains the Jupyter notebooks used in the Gene Golub SIAM Summer School on High-Performance Data Analytics (2019) Python bootcamp.
A good starting point is
index.ipynb. You'll find some exercises insupplemental. The quick "live preview" demo we did in the first few minutes of the bootcamp may be found indummy-live-demo-0.ipynb.
These materials were adapted from Jake Vanderplas's "Whirlwind Tour of Python" and Georgia Tech's CSE 6040: Computing for Data Analysis.