You can remember the meaning of 大事 with this easy mnemonic:
This is a big (大) deal, I can't believe we're having a major event held in our city! This is an important matter (事) and every citizen should be on their best behavior.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.