You can remember the meaning of 星期 with this easy mnemonic:
The dishwasher is broken and will take a period of time (期) to be repaired. It's time for the new hire to become a dishwashing star (星) for a week!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.