...Do I have to remember certain rules or be really good at technical analysis to make accurate predictions? ...
Yes, you should understand technical analysis if you have a goal to make a profit on the cryptocurrency market. Lack of knowledge and experience in trading will be identical with a casino. And you need to end up with more profitable trades than unprofitable ones, and not 50/50, as in a casino.