While in the at any time-evolving landscape of artificial intelligence and equipment Understanding, algorithms function the spine of innovation. Among them, one particular stands out as arguably by far the most crucial: gradient descent. This optimization algorithm powers almost everything from very simple linear regression to complex neural networ