While in the ever-evolving landscape of synthetic intelligence and device Studying, algorithms serve as the backbone of innovation. Amid them, one particular stands out as arguably by far the most crucial: gradient descent. This optimization algorithm powers every little thing from easy linear regression to elaborate neural networks that generate m