What is broadcasting in numpy?

This video explains the concept "broadcasting", which is when we are doing arithmetic on arrays with different dimensions using numpy in Python. This can be a powerful tool for gaining speed but can lead to some really tricky bugs in your code if you don't understand what Python is doing under the hood.