There are many ways to predict the world cup or any games, complex machine learning models are one of those choices.
Here we introduct one simple way but many of the times robust way to predict by using Poisson distribution.
The code can be found here:
github link
And the following image shows the prediction:
and the predicted final winner of 2022 world cup is:
Brazil