You can remember the meaning of 吉他 with this easy mnemonic:
You are such a lucky (吉) girl! Your boyfriend plays the guitar, and he (他) sings!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.