No, this game is not free. You will have to purchase it to play it on your computer. Age of Empires III can be purchased through the Steam page. Visit the URL posted below and then create an account. Once the account is created, click the price button and follow the instructions. The game will be added to your account for permanent use.
Steam link: http://store.steampowered.com/app/105450/