Use the apostrophe to show possession. To show possession with a singular noun, add an apostrophe plus the letter s.
Weeks is not possessive. It's plural, which means more than one week. So no, it doesn't need an apostrophe. Below is a link which can give you more details grammar rules:
http://www.grammarbook.com/punctuation/apostro.asp
