While in the ever-evolving landscape of synthetic intelligence and device Finding out, algorithms serve as the spine of innovation. Amongst them, one stands out as arguably probably the most very important: gradient descent. This optimization algorithm powers almost everything from simple linear regression to intricate neural networks that drive mo