Question: can you learn aikido by yourself?
Answer: If you mean LEARNING aikido, from scratch, on your own, at home…you cannot, so don't worry about it. Oh, you can read books, both by O-sensei himself and through to the most recent works by authors competent in incompetent. You can watch videos galore. And they will not teach you aikido.