You can remember the meaning of 后悔 with this easy mnemonic:
I'm trying to put it behind (后) me, but I can't help but regret (悔) not going through with learning Chinese.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.