Offering a Course-in-a-Box, the App Inventor Book (free online!), video tutorials, a concept map, and more, AppInventor.org is a site you'll want to bookmark. Led by David Wolber at University of San Francisco, this team offers resources to help you run any course whether it's for a day or a semester.
Mobile Computer Science Principles
Mobile Computer Science Principles (Mobile CSP) is based on the College Board's emerging Advanced Placement (AP) course in computer science. Students learn computer science by building socially useful mobile apps. This course was developed by Ralph Morelli and his team at Trinity College.