Intermediate28 min
Gradient Descent
The update rule, step-size selection, convergence on convex objectives, and failure modes.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- gradient descent
- learning rate
- convergence