In the ever-evolving landscape of synthetic intelligence and device Understanding, algorithms serve as the backbone of innovation. Amongst them, 1 stands out as arguably one of the most very important: gradient descent. This optimization algorithm powers anything from straightforward linear regression to complex neural networks that drive modern AI