You can remember the meaning of 鼓掌 with this easy mnemonic:
In order to applaud, you simply put both of your hands in the shape of a convex (鼓). You can be in charge of (掌) applauding, and I will handle the speaking.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.