Basic probability. Should have a reasonable grounding in basic algebra before watching.
Probability of Getting Exactly 3 Heads in 8 Flips of a fair coin.
Probability That I Picked a Fair Coin Given that I Flipped 4 Out of 6 Heads.
The Probability that at Least 2 people in a Room of 30 Share the Same Birthday.