You can start trading probably even only with a few dollars; but the problem with trading with such a small amount of trading funds is that you'd actually need to win a lot of your trades to make significant profit. Not to mention that with a small amount you also need to win trades with significant profit as you need to cover the 1.5-3% trading fees.