You can remember the meaning of 不必 with this easy mnemonic:
Sometimes one need not try to understand the reasons behind an issue because there may be no (不) easy answer. However, one must (必) try to think up solutions and minimise the damage.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.