when I start my tablet it starts up as if new again.

When I start my tablet everything I downloaded is no longer there and its starts up as if it was just store bought also when I go through the process again on downloading it tells me that my memeory is full and doesn't let me download. Is there a solution for this? If so please help. Thank you