You can remember the meaning of 航班 with this easy mnemonic:
I don't take scheduled flights, I'm on a boat (航) team (班) so I like to travel via boat and leave whenever I want to.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.