MML-07-02: Forward-Mode Automatic Differentiation & Dual Numbers – Practice Quiz

MML-07-02: Forward-Mode Automatic Differentiation & Dual Numbers. 30 conceptual, computational and ML diagnostic questions. Prerequisites: QS 7.1. Intended cognitive levels: Tier 2–4. Includes single-select and multiselect MCQs with worked explanations. All derivatives use real variables; scalar vector-gradients are columns and matrix gradients use the Frobenius inner product unless explicitly stated.