From the ever-evolving landscape of artificial intelligence and device Studying, algorithms serve as the spine of innovation. Amongst them, one particular stands out as arguably quite possibly the most important: gradient descent. This optimization algorithm powers almost everything from easy linear regression to complex neural networks that drive