You can remember the meaning of 分手 with this easy mnemonic:
Rachael is a professional gambler and her days are filled by divided (分) cards and poker hands (手). Such a unique life-style caused her boyfriend to break up with her though.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.