If you're interested in this, why not join a firm that does it? They will have a large capital base to start with and eventually start your own venture. Unfortunately 10k won't get you very far in this game
Practice some with historical data, get a job with a firm that does this, and eventually strike out on your own. If you prove yourself, people will hand you millions to manage. Starting with your own money seems like a bit of a fools game.