The short answer is that you need to fill out a New Course Proposal form, write a detailed, 12-week syllabus, get 2 recommendations, and have an interview. It sounds daunting, but it's not so bad. Once your application and interview are complete, the ExCo Committee will review it and get back to you.
For more information, go to this page on the instructor application process.