To edit your profile picture, visit your profile page (there's a link in the top navigation bar). Click on the "edit" tab. Scroll down to "picture". Click "Browse...". Choose a picture from your hard disk. Scroll to the bottom of the page and click "Save".

From now on, your image will show up with your blog posts, applications, forum posts etc.