While in the at any time-evolving landscape of artificial intelligence and equipment Understanding, algorithms function the backbone of innovation. Amongst them, a person stands out as arguably the most crucial: gradient descent. This optimization algorithm powers everything from simple linear regression to sophisticated neural networks that push m