You can remember the meaning of 帮忙 with this easy mnemonic:
Could you help me? I would love to assist (帮) you but I'm simply too busy (忙).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.