You can remember the meaning of 进步 with this easy mnemonic:
You will soon enter (进) the professional league, you're taking small steps (步) but you're definitely making progress!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.