Bayes' theorem
When I learned Bayesian Inference, it recalls me the proof of Bayes' theorem.
It’s one of the simplest proof which derives an important theorem.
Let be an event. The following formula are the definition of conditional probability.
Do a simple formula transformation as follows:
Then we get the formula of the Bayes' theorem.