In terms of being able to do everything a Windows desktop can do, a Linux system is certainly capable of most common tasks, like browsing the web, sending and receiving email, creating documents and spreadsheets, streaming music and editing photos.
I like how pro-Linux the Times has been lately.
Taking a Look at Linux | The New York Times