I wish an understanding of odds, numbers, and statistics were incidental for me, too.
The math isn't that hard; just repetitive... and the numbers tend to get big pretty quickly.
Once upon a time, a man walking the streets in Las Vegas found a $5 casino chip on the sidewalk. He walks into the nearest casino and heads for the Roulette table. He feels lucky, so he bets his red $5 chip on red 5.
(Now, a standard American Roulette wheel has 37 numbers: 1-35, zero, and double zero. Meaning the odds of him winning are 1 in 37... the payout on a single number bet is only 35 to one, however... the house always wins, even when you do, but I digress...)
Sure enough, Red 5 wins. the man's $5 is now $180. He wants to bet it again.... on Red 5. (he still feels lucky!)
(Odds of winning twice: 37*37 = 1 in 1369)
Well, he wins again, and his $180 is now $6480. Still feeling lucky, he lets it ride again... on Red 5.
(Odds of a roulette wheel hitting the same number three times in a row: 37*37*37 = 1 in 50653)
BOOM! Another winner! Now everyone on the Casino floor is paying attention to this high roller, he's up to $233,280... and he wants to let it ride one more time.
(Odds of a roulette wheel hitting the same number 4 times: 1 in 37*37*37*37 = 1,874,161)
Nobody say a word... if the house takes the bet and loses, our gambler wins $8,398,080...
The wheel spins one way, the ball goes the other... it slows down, hops the track, and lands right in Red 5!
... then hops out again and lands right next door in Black 22.
The house always wins.
The man walks out of the casino and pulls out his cell phone. He calls his brother.
"Hey Bro, how's Vegas?"
"It's fun! I just got back from some gambling."
"No kidding? How'd you do?"
"Meh..... I lost five bucks."