Catalog · Matrix Calculus for Machine Learning and Beyond Lecture 7 of 17 Lecture 4 Part 1: Gradients and Inner Products in Other Vector Spaces ← Previous Lecture 3 Part 2: Finite-Difference Approximations Next → Lecture 4 Part 2: Nonlinear Root Finding, Optimization, and Adjoint Gradient Methods ✓ Mark complete Materials Transcript (PDF) ↗ transcript