You can remember the meaning of 所以 with this easy mnemonic:
You don't have a place (所) of your own, and according (以) to my parents, that's not a sign of a good man. Therefore, no, I will not go out with you.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.