Gradient Descent Convergence Theory: Understanding Speed and Stability in Iterative Optimisation Posted by By Sharon Vila December 23, 2025 Gradient descent sits at the heart of modern machine learning and artificial intelligence. From training deep neural networks to optimising linear…