What are the differences between various beer styles, such as IPA, stout, pilsner, and wheat beer, in terms of flavor profile and brewing techniques?

What are the differences between various beer styles, such as IPA, stout, pilsner, and wheat beer, in terms of flavor profile and brewing techniques?