If you want to learn to create your own WordPress theme, these are the videos series on how to design WordPress theme form css-tricks.com
The videos are in 3 parts, you can view the tutorials online or download the videos to view later.
Part One: Download, Install, “Reset” Theme
Part Two: Structure
Part Three: Finishing Touches, Extra Stuff
Link : Link to Designing Theme for WordPress (Video Tutorial)