If you are newbie to microcontrollers, then this video might be a great start. It analyzes an 8 bit Microchip microcontrollers along with real world examples.
Here you will learn how to select proper microcontroller to accomplish various tasks around your house like automation of garden watering. By starting with simple solutions and going towards more complex issues you will be able to select proper microcontroller and move forward.