The name ‘Bayesian inference’ is intimidating, but in the end the method is very simple and only requires multiplications and divisions. If you want a more formal (and probably more accurate) explanation you can start from wikipedia: Bayesian inference. I tried to keep things as simple as I could (without losing rigour, I hope).
THE VERY BASICS & DEFINITIONS
We need at least two competing hypothesis ... Read even more