While in the ever-evolving landscape of synthetic intelligence and machine Mastering, algorithms function the backbone of innovation. Among them, a single stands out as arguably essentially the most very important: gradient descent. This optimization algorithm powers every thing from straightforward linear regression to complex neural networks that