You can remember the meaning of 或者 with this easy mnemonic:
When you are arguing with someone, you can fight till the end and stand your ground. Or (或), you can be the bigger person (者) and walk away in peace.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.