You need to verify that the model hypothesis seems to be true. That's the hardest part, you will deal with estimators, likelihood, tests, ...
According to the Central limit theorem (
Théorème de la limite centrale)
You will use this a lot, because some tests are only working if the distribution is following a normal distribution, so you'll usually test that your distribution is following a normal distribution.