Fundamentals of Experimental Design presents the theory and application of classical experimental designs: factorial designs, fractional factorial designs, screening designs, Taguchi designs, central composite designs, and mixture designs.
The normally three-day course can be given as an abbreviated two-day course for organizations with limited, specific needs.
A graphic from the course: the sums of squares and degrees of freedom tree.