Catalog · Matrix Calculus for Machine Learning and Beyond Lecture 10 of 17 Lecture 5 Part 2: Forward Automatic Differentiation via Dual Numbers ← Previous Lecture 5 Part 1: Derivative of Matrix Determinant and Inverse Next → Lecture 5 Part 3: Differentiation on Computational Graphs ✓ Mark complete Materials Transcript (PDF) ↗ transcript