I learned math of finance from a professor I'm pretty sure was quanting on the Street at the time.
When I told him one of the constants in our little trading game was off by a factor of 10x, he said prove it. My final talk was: "How to make 2.3 million dollars in 30 days using options."
The real lesson wasn't about pricing options. It was about being ruthless when the time came.