In a word, "no."
Any computer that is attached to a network is not immune to viruses. But, as with everything else, it's relative. If you compare the vulnerability of Linux to Windows, you can understand why so many say Linux is immune. But before we get into any myth busting, let's examine just what a computer virus is.