PoducateMe has created a comprehensive guide to podcasting that covers planning, equipment, recording, editing, hosting, feeds, etc. I think it’s just the right depth of information to get started with; it touches on all the major topics and gives some practical recommendations, but doesn’t overwhelm you with too much information.

Update: The Reel Reviews podcast has an episode dedicated to how the show is recorded, and it contains a lot of practical information.