$ sudo apt-get update
$ sudo apt-get install gdal-bin 

gdal-bin is installed in your system.

Make ensure the gdal-bin package were installed using the commands given below,

$ sudo dpkg-query -l | grep gdal-bin *

You will get with gdal-bin package name, version, architecture and description in a table

gdal-bin package basic information: