Indeed, anybody can. There's two conditions, that are essential:
First, To deal with witness that no-one should be praise besides Allah.
Second, To bear witness that Prophet Mohammed is the Messenger of Allah.
This could cause an individual to be a Muslim. Nevertheless it must be said in Arabic. Next a person takes a shower, and He/She is a Muslim.