From the at any time-evolving landscape of synthetic intelligence and machine Understanding, algorithms serve as the backbone of innovation. Among the them, a person stands out as arguably one of the most important: gradient descent. This optimization algorithm powers all the things from very simple linear regression to elaborate neural networks th