You can remember the meaning of 混蛋 with this easy mnemonic:
You scoundrel, you confused (混) me on purpose by putting this ping pong ball next to the egg (蛋)!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.