Are they all selected to sync?
Connect the iPad to the PC and launch iTunes.
Click on the iPad name on the left side under devices.
Click on the Music Tab on the right.
Click on all of the albums or playlists that you want to sync - or the entire library if you like.
Click on the Sync Music Heading.
Click on Apply in the lower right corner of iTunes