You can remember the meaning of 自从 with this easy mnemonic:
To be on stage by himself (自) was his dream since (从) childhood. He couldn't believe his luck when he made it to the final of a talent show.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.