You can remember the meaning of 部队 with this easy mnemonic:
Dwayne is sad that the army department (部) he joined had no proper team (队) leaders.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.