Here we calculate the entropy of the normal distribution and show that the normal distribution has maximal entropy amongst all distributions with a given finite variance.
The video belong concerns just the calculation of the entropy, not the maximality property.
[youtube https://www.youtube.com/watch?v=TYGEVV_VjmU&w=560&h=315]