Self publishing a book these days is easy. (Writing a book is still hard, though.) This book gives you step-by-step instructions for self publishing your book. I'll show you how to do this quickly and using free software. Right now, this book/site is being rewritten.
Update March 12, 2012 - Added the text of the chapter "Getting Your Book Into Markdown."