$ sudo apt-get update
$ sudo apt-get install php-aws-sdk 

php-aws-sdk is installed in your system.

Make ensure the php-aws-sdk package were installed using the commands given below,

$ sudo dpkg-query -l | grep php-aws-sdk *

You will get with php-aws-sdk package name, version, architecture and description in a table

php-aws-sdk package basic information: