During the ever-evolving landscape of synthetic intelligence and equipment Understanding, algorithms serve as the backbone of innovation. Among the them, one particular stands out as arguably quite possibly the most crucial: gradient descent. This optimization algorithm powers almost everything from simple linear regression to complex neural networ