A one day course introducing NumPy and linear algebra. The course is split into three notebooks:
- vector.ipynb - single dimension arrays
- matrix.ipynb - two dimensional arrays
- tensor.ipynb - n dimensional arrays
Chapter 2 of Deep Learning - Ian Goodfellow, Yoshua Bengio and Aaron Courville
A Visual Intro to NumPy and Data Representation
Understanding the internals of NumPy to avoid unnecessary array copying
Scipy lectures: