You can remember the meaning of 扔掉 with this easy mnemonic:
I don't know how to throw (扔) a ball, and every time I try to throw something, I just end up dropping (掉) it. You might as well throw away my sports clothes.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.