You can remember the meaning of 女朋友 with this easy mnemonic:
I have many women (女) friends (朋), but they are just friends (友), not girlfriends.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.