So before I got the machine, I read through this book in its entirety:
Stitch by Stitch: Learning to Sew, One Project at a Time, by Deborah Moebes (link here). This book is great for the absolute beginner. She describes all the items you might need, how to get started, and how to complete a few simple projects. After reading this book, I really felt ready to get started.