Linear algebra with python and numpy library

00:00 intro
00:26 setting up notebook
00:27 markdown and numpy
04:52 matrix slicing and sub matrix
07:45 matrix trace
08:22 matrix transpose
09:07 identity matrix,null matrix,one matrix
11:30 matrix multiplication
12:49 matrix inverse
14:09 system of linear equations
18:55 matrix rank
19:36 eigen values and eigen vectors