Factorial (two-way) analysis of variance; evaluating main effects and interactions; balanced vs. unbalanced designs and the use of type II/III sum-of-squares for unbalanced designs.
Note: the R code examples starting at 12:40 are switched: the left example should be phosphate*material and the right example should be material*phosphate.