Most applications are tailored to be written for Windows. You will find some Linux-compatible versions, but only for very popular software. The truth, though, is that most Windows programs aren't available for Linux.
A lot of people who have a Linux system instead install a free, open source alternative. There are applications for almost every program you can think of. If this isn't the case, then programs such as WINE or a VM can run Windows software in Linux instead.