This lecture covers the fundamentals of Design of Experiments (DOE), a method for planning and conducting scientific studies to determine the effects of variables on a response. It explains experimental strategies like Full Factorial and Fractional Factorial approaches, steps in experimental design, terminology such as factors, responses, and randomization, and the goal of designing experiments with minimal cost and maximized accuracy.