You can remember the meaning of 不知 with this easy mnemonic:
No (不), I didn't know (知) that they were getting married. I was unaware that they were even dating in the first place!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.