How Models Learn

Global minimum

The lowest loss anywhere in the landscape.

That spot is a local minimum: lower than everything nearby, but not necessarily the lowest point overall, which is the global minimum.
From Gradient descent, step “Bumpy landscapes”

See it in action

Try global minimum hands-on in the lesson Gradient descent, part of the AI fundamentals course.

Open the lesson