Yes, you can replace a starter by yourself. However, it is a fairly complex job that requires some mechanical knowledge and experience. If you have never attempted a car repair on your own before, then a starter replacement is probably not the best place to start. If you get part of the way through the job and run into problems, then you will need to get your car towed to a repair shop.