Linux is a free, open-source operating system like Windows or MacOS. Many developers use Linux becaue of its programming-friendly environment. You can install Linux alongside your OS without losing any data, or run it inside a virtual machine.
For newcomers to Linux I recommend Linux Mint because it is very Windows-like in appearance.
Install a linux distribution of your choice. Learn to use the Linux shell.