It may come as a surprise but the elementary school dogma of isolating a variable and holding all others constant provides only limited learning. The best experiments can strategically manipulate many variables at the same time. Intro to design of experiments takes the learner on a journey from utilizing proven measurement systems, through the basics of hypothesis testing and ends at factorial designs. Participants demonstrate this knowledge by running experiments in the classroom with hands-on exercises.