Motivated by frequently asked questions from graduate researchers, this webinar lays out essential elements for good design of experiments (DOE). It provides keys for choosing the right design, working out how many runs will be needed and executing it based on sound statistical principles. The presentation goes on to provide practical tips for analyzing the results and confirming the findings. Though aimed at academia, this talk will benefit all experimenters, including those now working in industry.