/2 min read
The Geometry of Gradient Descent
Why the negative gradient is the direction of steepest descent — and what the learning rate is really controlling.
- optimization
- calculus
- machine-learning
Technical notes
Learning
Lecture notes, derivations, and worked ideas — equations, diagrams, and code, kept legible.