From the ever-evolving landscape of artificial intelligence and device learning, algorithms serve as the spine of innovation. Among the them, one stands out as arguably one of the most critical: gradient descent. This optimization algorithm powers anything from uncomplicated linear regression to intricate neural networks that generate modern-day AI