Explanation of Bayes theorem

John D Cook has written a nice explanation of Bayes theorem on rare disease cliche example - link. I did something similar in the past (An introduction to Bayesian statistics, An introduction to Bayesian statistics and MCMC methods - both in slovenian language) for my colleagues.