This document discusses ways to improve statistics presentations. It suggests using icons from sites like TheNounProject to make slides more visually interesting without backgrounds. Only including one main idea per slide and using consistent styles can help audiences feel less bored and follow the presentation more easily. Adding references at the end shows where images and quotes were sourced from. In summary, the key points are using icons consistently, focusing each slide on a single precise idea, and citing references to enhance credibility.