You can remember the meaning of 不幸 with this easy mnemonic:
No (不), I'm generally not a very lucky (幸) person. I've encountered many misfortunes in life.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.