This is great stuff.

https://www.labri.fr/perso/nrougier/from-python-to-numpy/#memory-layout

you wrote "...Said differently, an array is mostly a contiguous block of memory..."

Why would you the word "mostly". Is it because OS might allocate non-contigues chunk of memory?