You might remember the meaning of the character 牌 with this easy mnemonic:
I'm a pro at washing playing cards, I'm so fast you'll only see slices (片) of white (白) flying through the air, and in ten (十) seconds I'd be done.
Using mnemonics to remember the meaning of Chinese characters like has a huge impact on how long to learn Mandarin it takes.