In the iPod touch go to home screen and tap any app and hold it for about 4 seconds. Then when all apps are shacking tap the "x" on the top right corner of all those apps you wish to remove.
In iTunes, connect iPod and click on the Apps tab in the iTunes iPod window. Then delete any unwanted apps.
Hope this solved your question.