In the at any time-evolving landscape of artificial intelligence and device learning, algorithms function the backbone of innovation. Between them, a person stands out as arguably essentially the most vital: gradient descent. This optimization algorithm powers everything from uncomplicated linear regression to complicated neural networks that push