From the ever-evolving landscape of synthetic intelligence and machine Understanding, algorithms serve as the backbone of innovation. Among the them, a single stands out as arguably one of the most crucial: gradient descent. This optimization algorithm powers almost everything from basic linear regression to sophisticated neural networks that gener