Inside the at any time-evolving landscape of synthetic intelligence and device learning, algorithms serve as the spine of innovation. Among them, one particular stands out as arguably one of the most very important: gradient descent. This optimization algorithm powers anything from simple linear regression to sophisticated neural networks that trav