You've got two problems here. Problem number one is the quality of the carpet that the previous owners left you with. Good quality nylon carpet doesn't shed. Cheap polyester does. Problem number two is that Dysons aren't approved by any carpet manufacturer for carpet vacuuming. The short term solution is to get another vacuum that is approved. THe long term solution would be to replace the carpet with a better quality material.