The NumPy Tutorial 

A NumPy tutorial for beginners
Second Channel:
/ @laiture123
Timeline:
0:00 - What is NumPy
7:05 - Convert Lists to Arrays
12:00 - Creating an Array with .arange()
14:25: Creating an Array with .zeros()
16:25 - Generating Random Numbers
22:00 - Selection and Indexing
24:44 - Slicing
31:10 - Broadcasting
34:40 - Conditional Selection
36:00 - Operations