Catalog · Matrix Calculus for Machine Learning and Beyond Lecture 8 of 17 Lecture 4 Part 2: Nonlinear Root Finding, Optimization, and Adjoint Gradient Methods ← Previous Lecture 4 Part 1: Gradients and Inner Products in Other Vector Spaces Next → Lecture 5 Part 1: Derivative of Matrix Determinant and Inverse ✓ Mark complete Materials Transcript (PDF) ↗ transcript