You can remember the meaning of 祖母 with this easy mnemonic:
Our forefathers (祖) came here decades ago, and your father's mother (母) actually helped build this town.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.