Within the at any time-evolving landscape of synthetic intelligence and machine Finding out, algorithms serve as the backbone of innovation. Among the them, a single stands out as arguably by far the most critical: gradient descent. This optimization algorithm powers everything from very simple linear regression to sophisticated neural networks tha