How to opt out of Google Interest Based Advertising Program

How to opt out of Google Interest Based Advertising Program
Search engine giant Google has just announced that they would soon start their Interest Based Advertising program.
This would enable the company to display ads to web users based on their interests.
The company would look at the user’s YouTube history and the kind of sites he visit [...]