You can remember the meaning of 自己 with this easy mnemonic:
The key to life is to be true to oneself (己), and have self (自) confidence in whatever you do!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.