You can remember the meaning of 除掉 with this easy mnemonic:
We need to remove (除) some players on our team. Can we hold a contest to eliminate and drop (掉) underperforming players?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.