In this video, the teacher explains the concept of the equation Y equals MX plus B using similar triangles. They demonstrate how the ratio of rise to run, known as the slope, remains constant for any line. By deriving the equation using similar triangles, the teacher shows how any point on the line can be represented using this equation. This lesson provides a clear understanding of the equation and its significance in describing lines.