While in the at any time-evolving landscape of synthetic intelligence and device Discovering, algorithms function the backbone of innovation. Amongst them, a single stands out as arguably by far the most critical: gradient descent. This optimization algorithm powers almost everything from straightforward linear regression to complex neural networks