FWIW, there's a nice proof of Bayes' theorem in Russel and Norvig's textbook, which I haven't seen posted here yet.
Is this the one you meant?
P(A & B) = P(B | A) P(A) = P(A | B) P(B)
Hold the second two statements equal and divide by P(A):
P(B | A) = P(A | B) * P(B) / P(A)
The post on two easy to grasp explanations on Gödel's theorem and the Banach-Tarski paradox made me think of other explanations that I found easy or insightful and that I could share them as well.
1) Here is a nice proof of the Pythagorean theorem:
2) An easy and concise explanation of expected utility calculations by Luke Muehlhauser:
3) Micro- and macroevolution visualized.
4) Slopes of Perpendicular Lines.
5) Proof of Euler's formula using power series expansions.
6) Proof of the Chain Rule.
7) Multiplying Negatives Makes A Positive.
8) Completing the Square and Derivation of Quadratic Formula.
9) Quadratic factorization.
10) Remainder Theorem and Factor Theorem.
11) Combinations with repetitions.
12) Löb's theorem.