MML-09-05: Beta, Gamma & Dirichlet Distributions – Practice Quiz

Study Gamma integrals and distributions, Beta probability densities, and Dirichlet probability vectors on a simplex. Compute moments, modes, concentration effects, component marginals, and normalized-Gamma sampling constructions. Every Gamma calculation states whether its parameter is rate or scale; posterior updating belongs to the next questionset.

35 questions combining single-select and multiselect formats, with worked explanations and feedback for every choice. Prerequisites: QS 9.4. Cognitive range: Tier 2–3. The local authored sequence progresses from accessible checks to computations, modeling diagnostics, and derivation recognition within that range.

Reference: Mathematics for Machine Learning, Chapter 6.