That’s mainly depends on your objective and the reason for learning Arabic. If you learning for business reasons and your customers are from gulf region and you would like to hold a meeting in Arabic, then gulf Arabic is the dialect for you. However, if you are married to an Egyptian and would like to communicate with your spouse or his family then Egyptian dialect is the one for you.