You can remember the meaning of 早点 with this easy mnemonic:
Wake up early (早) so we can have breakfast at six o'clock on the dot (点).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.