Here you can see the widget areas around the content. Choose an “Extra widget areas…” template when you edit a page. Click the purchase menu item for more info about the position and names of all widget areas. In wordpress you cannot set which widget should appear on which page, you need a plugin for that, and the Jetpack plugin has such feature.