is the yeast an enzyme?
No, yeast is the organism that secretes / produces the catalyst. For the enzyme-substrate complex, the substrate is the hydrogen peroxide, and the enzyme is the molecule of catalase. The more yeast cells there are, the more catalase is secreted, and thus the rate of reaction is increased.