There is a high possibility that maximum of the unregulated brokers are often scammers. You need to choose a broker wisely. The best is before investing huge capital review the broker critically on various forums and get in touch with traders who invested in that broker. Check if they have trader friendly withdrawal and deposit policies etc. These factors certainly clarify if your broker is a scammer.
The more your practice, the more you learn.