You can remember the meaning of 胡说 with this easy mnemonic:
The man with the beard (胡) thinks he can say (说) whatever he wants, but he just talks a bunch of nonsense all the time.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.