In this video, the teacher explains how to conduct a statistical experiment to determine which of two brands of soda is more popular in taste on a college campus. They discuss developing a research question, identifying variables and the population of interest, and designing an appropriate experiment. The video also covers the importance of randomization and the difference between single-blind and double-blind studies.