You can put smaller items in a backpack or rolling suitcase and the larger items like your sleeping bag can be carried in a garbage bag. They are great for carrying and can be folded and stubbed into a small space until needed.
Gather all of the other things on the "Things You'll Need" list and try to pack them in a small, lightweight bag.