Yes, you'll either have to split this into two parts beforehand, or you can burn to a double layer dvd. A double layer dvd will hold all of it.
If you decide to use a double layer dvd, get Verbatim +R DL disks. They are the only reliable ones that are widely distributed. You can buy them locally at Best Buy or Office Max if you are in the US.