The first day I considered the idea of automated trading I did a Google search and ran across this guy's story
How I made 500k with machine learning and HFT
As I learn more about Machine Learning and about trading I go back and re-read it catch details that I previously didn't understand in prior readings. Anyway, I think members here might find it interesting.
Marlin