You can remember the meaning of 父母 with this easy mnemonic:
I think most people would be curious about how their parents met. My father (父) and mother (母) enjoyed sharing their story.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.