Can I install my Windows Office 2007 on my new computer without buying the program again?

I bought Windows Office 2007 and installed it on my computer for school. I have to buy a new computer, my old one is falling apart. I don’t want to have to buy Windows Office 2007 again and I need it to do my online college course, Computer Science. I still have the CD’s.