Can anyone guide me how to purchase things from Amazon and enjoy free shipping to Singapore?

You can try the Free AmazonGlobal Shipping. Singapore is an eligible delivery destination if you spend over 125SGD. Details about this can be found here: http://www.amazon.com/gp/help/customer/display.html?nodeId=201214790