Like others have mentioned, SPDs are a great place to start. Walkable shoes, double-sided is great for a beginner, easy-in/easy-out clipping with adjustable tension, decent float, inexpensive, extremely sturdy since they're designed for mountain biking and all the abuse that entails.
I've been using SPDs quite happily, I think they're a great place to start for a clipless beginner.