Convex optimization stephen boyd pdf

What are the advantages of convex optimization?

Convex optimization is well suited for machine learning because it has several advantages, such as convergence guarantees, efficient techniques, and robustness.
Gradient descent, a well-liked optimization method in machine learning, is built on convex optimization..