Within the at any time-evolving landscape of artificial intelligence and machine Understanding, algorithms serve as the backbone of innovation. Among them, a single stands out as arguably by far the most critical: gradient descent. This optimization algorithm powers anything from uncomplicated linear regression to elaborate neural networks that tra