You can remember the meaning of 美女 with this easy mnemonic:
The beautiful (美) woman (女) just winked at me from across the room! Am I dreaming?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.