You can remember the meaning of 大哥 with this easy mnemonic:
I have one big (大) older brother (哥), and I mean he's really big. He's even bigger than my eldest brother!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.