You can remember the meaning of 出发 with this easy mnemonic:
When I set off for work every day, my mom still walks me out (出) the house to send (发) me off.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.