Theories of experimental design and analysis methods of experimental data with applications to industrial problems are taught in this course. Characteristics of various experimental designs and analysis of variance method are covered. Emphasis is put on experimental methods for the design and improvement of products or processes and on optimal experimental design considering the cost and statistical efficiency.