You can remember the meaning of 非得 with this easy mnemonic:
You must not (非) gain (得) more money than the captain on this expedition, otherwise the captain will kill you.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.