If you are new to Linux, you may try to install Debian (or Ubuntu), Mint, or Manjaro Linux. You may want to read the Debian Reference or the Ubuntu Manual Project.
If you would like to try different flavors of UNIX OSes, you may have a look at the DistroWatch website.