I think the no-arbitrage principle comes into play as well:
If there is an (easy) set of rules that you can follow to make money, then there are enought people to act according to these rules so that you can't win anything. Seriously, this simplistic view of the market is just a threat to your hard earned bucks.
There are historical prices available at finance.google.com. Backtesting your strategy before playing around with real money is probably a good idea.