Execute the following command

tar -zxvf archive.tar.gz

This command will extract the contents of the archive.tar.gz file in the current directory

 

The options -zxvf mean the following

-z = filter the archive through gzip -x = extract files from an archive -v = verbose -f  = use archive file or device ARCHIVE